MCP

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

78/xiaozhi-esp32

An MCP-based chatbot | 一个基于MCP的聊天机器人

LibreChat-AI/LibreChat

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, me

danny-avila/LibreChat

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, me

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary

ChromeDevTools/chrome-devtools-mcp

Chrome DevTools for coding agents

t8y2/dbx

25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Dock

modelcontextprotocol/python-sdk

The official Python SDK for Model Context Protocol servers and clients

tirth8205/code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w

sansan0/TrendRadar

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，

jub0t/Concat

The truly free, and open-source cross-platform CapCut replacement. Supports MCPs & API.

github/github-mcp-server

GitHub's official MCP Server

PDFMathTranslate/PDFMathTranslate

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero

OtterMind/Chat2DB

Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your o

jub0t/concat

The truly free, and open-source cross-platform CapCut replacement. Supports MCPs & API.

every-app/open-seo

Open source alternative to Semrush and Ahrefs

PrefectHQ/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

modelcontextprotocol/servers

Model Context Protocol Servers

pascalorg/editor

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

czlonkowski/n8n-mcp

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

rehan-remade/universal-modder

Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game testing, showcase videos.

CoplayDev/unity-mcp

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

repowise-dev/repowise

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

DayuanJiang/next-ai-draw-io

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

googleapis/mcp-toolbox

MCP Toolbox for Databases is an open source MCP server for databases.

oraios/serena

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

melgarafael/DeskcommCRM

Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.

awslabs/mcp

Open source MCP Servers for AWS

MODSetter/SurfSense

Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9

Gentleman-Programming/engram

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

ahujasid/blender-mcp

Community plugin to control Blender 3D with any LLM of your choice

modelcontextprotocol/typescript-sdk

The official TypeScript SDK for Model Context Protocol servers and clients

zylon-ai/private-gpt

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.

mcp-use/mcp-use

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

modelscope/FunASR

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

reactive-resume/reactive-resume

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

wonderwhy-er/DesktopCommanderMCP

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

xpzouying/xiaohongshu-mcp

MCP for xiaohongshu.com

microsoft/mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for

totec448-spec/chat-on-steroids

Cross-platform local MCP capabilities for ChatGPT with Chrome integration, Goal, Compact & Resume, and durable multi-agent workflows.

codexu/note-gen

Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.

modelcontextprotocol/modelcontextprotocol

Specification and documentation for the Model Context Protocol

sickn33/agentic-awesome-skills

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,600+ agentic skills. Includes CLI, local MCP, catalo

feder-cr/aihawk_mcp_server

Anti-detect agentic stealth browser: undetected browsing, browser automation, Python AI web browsing agent, computer use, scraping, lead generation. No captchas.

dograh-hq/dograh

Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK across Speech to Speech or LLM/STT/TTS, with a visual workflow builder, MCP native and telephony support.

qax-os/excelize

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

microsoft/playwright-mcp

Playwright MCP server

CursorTouch/Windows-MCP

MCP Server for Computer Use in Windows

casdoor/casdoor

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA,

tianma-if/edgeever

AI-native knowledge base & Evernote/Obsidian alternative with instant sync & native MCP. Free on Cloudflare or self-hosted via Docker.

LaurieWired/GhidraMCP

MCP Server for Ghidra

GLips/Figma-Context-MCP

MCP server to provide Figma layout information to AI coding agents like Cursor

ahujasid/mcp-for-blender

Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

modelcontextprotocol/inspector

Visual testing tool for MCP servers

mobile-next/mobile-mcp

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

go-kratos/kratos

Your ultimate Go microservices framework for the cloud-native era.

firecrawl/firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

xerrors/Yuxi

可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.

ai-boost/awesome-harness-engineering

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

ccfos/nightingale

Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

Evil0ctal/Douyin_TikTok_Download_API

🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, c

tonhowtf/omniget

Free, open source video downloader for Windows, macOS and Linux that AI agents can drive. Downloads from YouTube, Instagram, TikTok, X, Reddit, torrents and the sites yt-dlp supports. Its MCP server l

electerm/electerm

📻Terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(Linux, Mac, Windows, Android, HarmonyOS)

punkpeye/awesome-mcp-servers

A collection of MCP servers.

Netw0rkNoob/VulnClaw

基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

modelcontextprotocol/registry

A community driven registry service for Model Context Protocol (MCP) servers.

nageoffer/ragent

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

apify/apify-mcp-server

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automa

TabularisDB/tabularis

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL noteb

mksglu/context-mode

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

mark3labs/mcp-go

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

budtmo/docker-android

Android in docker solution with noVNC supported, video recording, mcp server and AI-agent

yynxxxxx/Codex-X

OpenAI Codex 桌面端/CLI 的可视化管理工具，具有Provider/API 切换、会话同步、提示词注入、Skills/MCP 管理、TOML 配置可视化的跨平台工具。

mrexodia/ida-pro-mcp

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

didilili/ai-agents-from-zero

🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化

FlorianBruniaux/claude-code-ultimate-guide

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

oomol-lab/open-connector

Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

micro/go-micro

A Go agent harness and service framework

tradesdontlie/tradingview-mcp

AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation

modelcontextprotocol/go-sdk

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

yvgude/lean-ctx

LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence.

IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call

archestra-ai/archestra

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

moltis-org/moltis

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on you

53AI/53AIHub

53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seamlessly integrating with Coze, Dify, FastGPT, RAGFlow. 一个AI知识库与Agent门户

TykTechnologies/tyk

Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)

atilaahmettaner/tradingview-mcp

MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the host

kagent-dev/kagent

Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

0x4m4/hexstrike-ai

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug boun

modelcontextprotocol/java-sdk

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

grafana/mcp-grafana

MCP server for Grafana

Manavarya09/design-extract

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Comp

udecode/plate

Rich-text editor with AI and shadcn/ui

microsoft/mcp

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

jacob-bd/gemini-notebook-mcp-cli

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

modelcontextprotocol/csharp-sdk

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

stickerdaniel/linkedin-mcp-server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

ai4s-research/open-science

Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

cloudflare/mcp-server-cloudflare

Sylinko/Everywhere

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

getsentry/XcodeBuildMCP

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

skyhook-io/radar

The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and clus

Mcp-Brasil/mcp-brasil

MCP Server para 70 APIs públicas brasileiras

bethington/ghidra-mcp

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker

google-labs-code/stitch-skills

A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude C

modelcontextprotocol/rust-sdk

The official Rust SDK for the Model Context Protocol

nitrocloudofficial/nitrostack

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

54yyyu/zotero-mcp

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

anysearch-ai/anysearch-mcp-server

Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.

0xsline/OpenChatCut

Open-source, local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion rendering.

yzfly/Awesome-MCP-ZH

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

sooperset/mcp-atlassian

MCP server for Atlassian tools (Confluence, Jira)

Kiln-AI/Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

evalstate/fast-agent

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

giancarloerra/SocratiCode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-fl

Syngnat/GoNavi

High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。

OpenOSINT/OpenOSINT

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 20 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

firerpa/lamda

Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed

ageerle/ruoyi-ai

An enterprise AI development framework for building AI agents. It provides unified management of multi-provider LLMs, secure enterprise knowledge bases with high-precision retrieval, visual workflow o

butterbase-ai/butterbase

Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.

ZenNotes/zennotes

Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.

exa-labs/exa-mcp-server

Exa MCP for web search and web crawling!

mateaix/mateclaw

🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spring AI Alibaba.

homeassistant-ai/ha-mcp

The Unofficial and Awesome Home Assistant MCP Server

getsentry/MobileBuildMCP

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

jgravelle/jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens s

dagucloud/dagu

Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One b

containers/kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

makenotion/notion-mcp-server

Official Notion MCP Server

dipakkr/awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

WangRongsheng/awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

prest/prest

Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low-code, ⚡ realtime, high-performance. Native MySQL

xuzhougeng/wisp-science

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

opensumi/core

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

google/mcp

Google 💚 MCP

hi-godot/godot-ai

Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.

trpc-group/trpc-agent-go

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

ahujasid/ableton-mcp

Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP

zhu1090093659/deepseek-pp

DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.

modelcontextprotocol/quickstart-resources

A repository of servers and clients from the Model Context Protocol tutorials

punkpeye/fastmcp

A TypeScript framework for building MCP servers.

TensorBlock/awesome-mcp-servers

A comprehensive collection of Model Context Protocol (MCP) servers

huangjunsen0406/py-xiaozhi

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

Ryze-AI-Adgent/open-seo-mcp-skills

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http h

zhizhuodemao/js-reverse-mcp

AI Agent-first JS 逆向 MCP Server：有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测，可选 CloakBrowser。

zzet/gortex

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expos

tadata-org/fastapi_mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

matlab/matlab-mcp-server

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

kucherenko/jscpd

Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.

modelcontextprotocol/php-sdk

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Atmosphere/atmosphere

Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket

BeehiveInnovations/pal-mcp-server

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

mixelpixx/KiCAD-MCP-Server

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

stacklok/toolhive

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

MiniMax-AI/MiniMax-MCP

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

modelcontextprotocol/kotlin-sdk

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

ascending-llc/jarvis-registry

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

szczyglis-dev/py-gpt

Desktop AI Assistant powered by GPT-6, GPT-5, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plugins, RAG, vision, voice, image and video generation, speech s

OpenCoworkAI/open-cowork

Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration.

robotmcp/ros-mcp-server

Connect AI models like Claude & GPT with robots using MCP and ROS.

chrisryugj/korean-law-mcp

법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

Azure/data-api-builder

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

nanbingxyz/5ire

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

idosal/git-mcp

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

JerBouma/FinanceToolkit

Transparent and Efficient Financial Analysis

lucasastorian/llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

repoprompt/repoprompt-ce

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

0xMassi/webclaw

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

LING71671/open-reverselab

Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article

lastmile-ai/mcp-agent

Build effective agents using Model Context Protocol and simple workflow patterns

hashicorp/terraform-mcp-server

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

irinabuht12-oss/google-ads-meta-ads-mcp

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gat

chrisryugj/kordoc

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff

openags/paper-search-mcp

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

LetsFG/LetsFG

Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Hundreds of airlines plus the major booking sites, with per-flight reliability history. Free-cancellation hotel ra

pipeboard-co/meta-ads-mcp

Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Busi

brightdata/brightdata-mcp

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

Klavis-AI/klavis

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

datalayer/jupyter-mcp-server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

u14app/deep-research

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

deedy5/ddgs

A metasearch library that aggregates results from diverse web search services

campfirein/byterover-cli

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)

bitbonsai/mcpvault

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

geekjourneyx/md2wechat-skill

Markdown to WeChat CLI | 一键排版发布到微信公众号：支持 40+ 排版样式和专业主题 、AI 配图 、批量发布 、多账号管理

icebird1998/drawio-scientific-illustrator

Live MCP control of the visible draw.io canvas for step-by-step scientific illustration in Codex.

mongodb-js/mongodb-mcp-server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

arabold/docs-mcp-server

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

qdrant/mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

brave/brave-search-mcp-server

vybenetwork/solana-mcp-vybe

Public Solana MCP registry metadata for Vybe Solana API

blazickjp/arxiv-mcp-server

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

AgentDeskAI/browser-tools-mcp

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

haris-musa/excel-mcp-server

Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

knowsuchagency/mcp2cli

Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen

neka-nat/freecad-mcp

FreeCAD MCP(Model Context Protocol) server

21st-dev/magic-mcp

It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st M

apioo/fusio

Self-Hosted API Management for Builders

YuzeHao2023/Awesome-MCP-Servers

A curated list of Model Context Protocol (MCP) servers

jau123/MeiGen-AI-Design-MCP

Discover inspiration and create images and videos with the latest AI models. Works with ChatGPT, Claude, Cursor, and other MCP clients.

zcaceres/markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

relaticle/relaticle

Open-source CRM with native AI agent support. 32 MCP tools, REST API, self-hosted. Built with Laravel & Filament

MicrosoftDocs/mcp

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

BrowserMCP/mcp

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

thClaws/thClaws

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

bostrot/wsl2-distro-manager

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL

mnemox-ai/tradememory-protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

Softeria/ms-365-mcp-server

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API

doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

ruvnet/metaharness

🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex

agentic-community/mcp-gateway-registry

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a

panaversity/learn-agentic-ai

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes

sandbaseai/sandbase-harness

Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

samuelgursky/davinci-resolve-mcp

MCP server integration for DaVinci Resolve Studio

open-webui/mcpo

A simple, secure MCP-to-OpenAPI proxy server

beizhu-1209/AIHelms

企业级 AI 资源纳管平台，提供统一 AI网关、Token调度能力，纳管 OpenAI、Azure、Claude、DeepSeek 等主流模型，并支持 MCP 工具与 Skill 的集中注册分发。具备内外双轨定价、成本归因、统一身份认证、安全审计与效能报表，帮助企业精准控制成本、量化 ROI，高效治理 AI 资产。

Dominic789654/awesome-deepseek-harness

A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh

benborla/mcp-server-mysql

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

wong2/awesome-mcp-servers

A curated list of Model Context Protocol (MCP) servers

punitarani/fli

Google Flights MCP, CLI and Python Library

metatool-ai/metamcp

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

langchain-ai/langchain-mcp-adapters

LangChain 🔌 MCP

alpacahq/alpaca-mcp-server

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

cuga-project/cuga-agent

CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aw

punkpeye/awesome-mcp-clients

A collection of MCP clients.

txn2/kubefwd

Bulk port forwarding Kubernetes services for local development.

antvis/mcp-server-chart

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

EXXETA/exxperts

Local-first AI agents with governed, approval-gated memory. Any model provider; MCP tools and web search built in. Nothing remembered without your say-so, nothing leaves your machine.

zinja-coder/jadx-ai-mcp

Plugin for JADX to integrate MCP server

CoderGamester/mcp-unity

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Flux159/mcp-server-kubernetes

MCP Server for kubernetes management commands

nduckmink/arkon

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (

Azure-Samples/azure-ai-travel-agents

A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple AI agents orchestrated by Langchain.js, Llamaindex.TS and Microsoft Agent Framework.

sparfenyuk/mcp-proxy

A bridge between Streamable HTTP and stdio MCP transports

xyTom/coding-tools-mcp

Give any AI agent the ability to code

dbt-labs/dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

zhitongblog/solomd

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

sosoj92/jarvis-assistant-vocal

Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.

elastic/mcp-server-elasticsearch

OpenAgentPlatform/Dive

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

OpenLabs-so/openanalytics

Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

intuit/quickbooks-online-mcp-server

The QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose QBO features as callable tools, enabling developers to build

mukul975/cve-mcp-server

Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.

asamassekou10/ship-safe

CLI security scanner built for the agentic era. Detects CI/CD misconfigs, agent permission risks, MCP tool injection, hardcoded secrets, and DMCA-flagged AI dependencies.

FunnyWolf/Viper

Adversary simulation and Red teaming platform with AI

coddingtonbear/obsidian-local-rest-api

A secure REST API and Model Context Protocol (MCP) server for your vault.

ghostwright/phantom

An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.

figma/mcp-server-guide

A guide on how to use the Figma MCP server

line/line-bot-mcp-server

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

Taxuspt/garmin_mcp

MCP server to access Garmin data

SonarSource/sonarqube-mcp-server

Official SonarQube MCP Server for code quality and security in AI agents

RyanAlberts/best-of-Agent-Harnesses

🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recommend them too. Rescored weekly.

PortSwigger/mcp-server

MCP Server for Burp

jamubc/gemini-mcp-tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

modelcontextprotocol/ruby-sdk

The official Ruby SDK for the Model Context Protocol servers and clients.

neondatabase/mcp-server-neon

MCP server for interacting with Neon Management API and databases

ArcadeAI/arcade-mcp

MCP Server Framework and Tool Development library for building custom capabilities into agents.

korotovsky/slack-mcp-server

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

justrach/codedb

Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

apconw/Aix-DB

Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。

harshkedia177/axon

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.

orneryd/NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no chan

sbroenne/mcp-server-excel

Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations.

jonigl/mcp-client-for-ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, huma

httprunner/httprunner

HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。

vibheksoni/stealth-browser-mcp

The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

oliver-kriska/claude-elixir-phoenix

Claude Code plugin for Elixir/Phoenix/LiveView — 26 specialist agents, Iron Laws enforcement, and Tidewave MCP integration. Plan features with parallel research agents, execute with automatic verifica

awdr74100/figwright

Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

rahilp/second-brain-cloudflare

One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.

zorost/AI-Engineering-Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous

msrbuilds/elementor-mcp

WordPress plugin that turns Elementor & WordPress into an MCP server. 200+ AI-ready tools for building, editing, and managing page designs programmatically.

cinderline/northcinder

Open-source MCP server for comparing products and asking the buyer before purchase.

DaxianLee/cocos-mcp-server

一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and o

makeplane/plane-mcp-server

Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥

fabio-rovai/open-ontologies

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SH

jaw9c/awesome-remote-mcp-servers

Remote MCP Servers

caura-ai/caura

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. A

fuyuxiang/echo-agent

Echo Agent 是一个可自托管、长期运行、持续学习的 AI Agent，面向个人与团队的私有自动化场景。它可以部署在自有服务器上，统一连接模型、工具、记忆、权限与消息入口。内置四层认知记忆、遗忘曲线与矛盾检测机制，能够在跨会话任务中持续沉淀上下文，并保持长期记忆的质量。针对命令执行、文件操作等高风险行为，它提供基于 LLM 的审批与解释机制，为关键操作建立可审计、可追溯的安全边界。原生支持

stackql/stackql

Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.

six2dez/burp-ai-agent

Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more

ivnvxd/mcp-server-odoo

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

zerodha/kite-mcp-server

Zerodha Kite MCP server

mcpjungle/MCPJungle

One place to manage & connect to all your MCP servers

bostrot/wslmanager

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL

Storybloq/storybloq

Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sessions and follow progress in the Mac app.

YoungCan-Wang/WyckoffTradingAgent

Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share screening, CLI workflows, and MCP tools.灵感来自秋生trader @Hoyooyoo

kerlenton/mcpsnoop

Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export OpenTelemetry spans.

svnscha/mcp-windbg

Model Context Protocol for WinDbg.

zhoushoujianwork/easyeda-agent

嘉立创EDA专业版(EasyEDA Pro)自动化：给 AI harness 装上画板的「手」—— 一套 typed 原理图/PCB 动作，CLI / Agent Skill / stdio MCP 三形态融合接入。承接嘉立创「不以卖板赚钱，以培养中国工程师为己任」 | EasyEDA Pro automation: the hands of your AI harness — typed sch

apollographql/apollo-mcp-server

Apollo MCP Server

Cranot/roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 285 commands, 244 MCP tools, change-safety gates, audit evidence, zero API keys.

volcengine/mcp-server

Volcengine MCP Servers

apache/doris-mcp-server

Apache Doris MCP Server

7df-lab/devo

Model-neutral agent desktop/runtime for private, enterprise, and OpenAI-compatible / Anthropic-compatible model API. Tested on DeepSeek, Qwen, Kimi, GLM models. Supports MCP, Skills,and local code se

classfang/ssh-mcp-server

基于 SSH 的 MCP 服务 🧙‍♀️。已被MCP官方收录 🎉。 SSH MCP Server 🧙‍♀️. It has been included in the community MCP repository 🎉.

googleapis/gcloud-mcp

gcloud MCP server

okx/agent-trade-kit

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

nickclyde/duckduckgo-mcp-server

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

marcelmarais/spotify-mcp-server

Lightweight MCP server for Spotify

uvwt/agentdock

Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

atlassian/atlassian-mcp-server

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or

us/crw

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than T

netboxlabs/netbox-mcp-server

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

pacifio/cersei

The Rust SDK for building coding agents. Tools, streaming, graph, sub-agent orchestration, MCP — as composable functions

liyupi/yu-ai-agent

编程导航 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发（Manas Java

markrai/scrumboy

Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes, multi-language and MCP support

WJZ-P/gemini-skill

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶

huggingface/hf-mcp-server

Hugging Face MCP Server

punkpeye/awesome-mcp-devtools

A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.

SylphxAI/pdf-reader-mcp

Give your AI agent eyes for PDFs — structured text, tables, OCR, visual evidence, and page-level citations via MCP. Native Rust, local-first.

jingcheng-chen/rhinomcp

RhinoMCP connects Rhino 3D to AI Agent through the Model Context Protocol (MCP)

Joooook/12306-mcp

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

ckreiling/mcp-server-docker

MCP server for Docker

mnemox-ai/idea-reality-mcp

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

universal-tool-calling-protocol/code-mode

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

caiovicentino/polymarket-mcp-server

🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grade safety features

motherduckdb/mcp-server-motherduck

Local MCP server for DuckDB and MotherDuck

Goldentrii/AgentRecall-X

Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.

dataforseo/mcp-server-typescript

DataForSEO API modelcontextprotocol server

suekou/mcp-notion-server

A Model Context Protocol server for connecting Notion to MCP-compatible clients

forloopcodes/contextplus

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style

saidsurucu/yargi-mcp

MCP Server For Turkish Legal Databases

youichi-uda/godot-mcp-pro

162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.

JungHoonGhae/tossinvest-cli

토스증권을 AI 에이전트와 터미널에서 다루는 도구. CLI 와 MCP 서버로 계좌·시세·주문은 물론 웹앱 전용 기능(수급·AI 시그널·스크리너·배당)까지, JSON·CSV 구조화 출력으로 AI 도구·자동화에 바로 연동.

yogsoth-ai/de-anthropocentric-research-engine

900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable packages over a 4-layer hierarchy (Campaign → Strategy → Tactic → SOP). Non-linear orchestration with backtrackin

designcomputer/mysql_mcp_server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

lgazo/drawio-mcp-server

Draw.io Model Context Protocol (MCP) Server

alexander-zuev/supabase-mcp-server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

freee/freee-mcp

Model Context Protocol (MCP) server for freee API integration

opensolon/solon-ai

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a

tufantunc/ssh-mcp

MCP server exposing SSH control for Linux servers via Model Context Protocol.

oxbshw/watch-skill

Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LOOP to inspect, fix, and verify the work.

ZubeidHendricks/youtube-mcp-server

MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analytics

stefanoamorelli/sec-edgar-mcp

A SEC EDGAR MCP (Model Context Protocol) Server

Brhiza/mingyu

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

postmanlabs/postman-mcp-server

Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP)

Enderfga/claw-orchestrator

Run Claude Code, Codex, Antigravity, Cursor Agent and OpenCode as one runtime — persistent sessions, multi-agent councils, an OpenAI-compatible endpoint, an MCP server, and an ACP agent any editor can

liaokongVFX/MCP-Chinese-Getting-Started-Guide

Model Context Protocol(MCP) 编程极速入门

KeyValueSoftwareSystems/agent-opfor

Open-source adversary emulation for AI agents and MCP servers.

cyanheads/obsidian-mcp-server

Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.

agent-sh/agnix

The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.

apache/casbin-gateway

Casbin AI & MCP security gateway for HTTP, online demo: https://door.caswaf.com

spences10/mcp-sequentialthinking-tools

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

tsouth89/toolport

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

argoproj-labs/mcp-for-argocd

An implementation of Model Context Protocol (MCP) server for Argo CD.

gyoridavid/short-video-maker

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

christiangrey922/multi-agent-workflow-lab

Testing and observability for multi-agent delegation, MCP tools, permissions, sandboxed actions, prompts, and workflow replay.

Gennadiyev/STS2MCP

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

Kochava-Studios/witsy

Witsy: desktop AI assistant / universal MCP client

tsmztech/mcp-server-salesforce

Salesforce MCP Server

erikdarlingdata/PerformanceStudio

Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.

delorenj/mcp-server-trello

A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.

StarRocks/mcp-server-starrocks

StarRocks MCP (Model Context Protocol) Server

1mcp-app/agent

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

tolkonepiu/best-of-mcp-servers

🏆 A ranked list of MCP servers. Updated weekly.

anaisbetts/mcp-youtube

A Model-Context Protocol Server for YouTube

java-up-up/nexus-agent

企业级 AI 智能体 Agent 平台，覆盖智能对话、文档知识问答、联网搜索、RAG 检索、MCP 工具协议、Skills 扩展等完整能力。三层执行器体系、双通道混合检索、组合式切块引擎、会话记忆管理、全链路可观测，每个环节都经过深 度设计和工程化打磨。

domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

genomoncology/biomcp

BioMCP: Biomedical Model Context Protocol

docker/labs-ai-tools-for-devs

Your trusted home for discovering MCP tools – seamlessly integrated into Docker

codespar/mcp-dev-latam

Open-source MCP servers for Latin American commerce — Pix, NF-e, banking, fiscal, logistics, and messaging across Brazil, Mexico, Argentina, Colombia, Chile, and Peru. MIT, on npm.

yaalalabs/agent-kernel

The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native

openbnb-org/mcp-server-airbnb

Search Airbnb using your AI Agent

zinja-coder/jadx-mcp-server

MCP server for JADX-AI Plugin

bgauryy/octocode

Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI

nerdai/llm-agents-from-scratch

Build LLM agents and multi-agent systems from scratch, with MCP, Skills, and A2A

hkr04/cpp-mcp

Lightweight C++ MCP (Model Context Protocol) SDK

heurist-network/heurist-agent-framework

A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.

livetennisapi/livetennisapi-mcp

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

waybarrios/opencode-power-pack

54 rigorous skills for Codex, OpenCode, and Pi: code review, security audit, feature development, frontend design, MCP tools, Hugging Face ML/training, and more.

fennaraOfficial/fennara-godot-ai

AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.

leancoderkavy/premiere-pro-mcp

Local-first Adobe Premiere Pro MCP: 285 AI video editing tools, opt-in project context, CEP bridge, and capability-aware UXP.

tumourlove/monolith

MCP plugin for Unreal Engine 5.7 & 5.8 — gives AI assistants full read/write access to Blueprints, Materials, Niagara, Animation, Mesh, AI, GAS, Logic Driver, ComboGraph, UI, Audio, plus Reflection In

s-stefanov/actual-mcp

Model Context Protocol for Actual Budget API

cr7258/elasticsearch-mcp-server

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

cwinvestments/memstack

Structured skill framework for Claude Code | 128 skills, localhost dashboard with 3-agent orchestration, real-time streaming, MCP tools management, session memory, and project handoffs via markdown-ba

sv-number/mcp-server

MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can chec

mapbox/mcp-server

Mapbox Model Context Protocol (MCP) server

mrpulor-gh/nuphus-mcp

Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio). Not a DSH plugin — DSH users install dsh-nuphus-m

ClickDevTech/CELERITY-panel

Self-hosted web panel for Hysteria 2 & Xray VLESS proxy servers. Features cascade network topology (Forward/Reverse Chain), SSH auto-setup, server groups, load balancing, ACL traffic filtering, API wi

nkarasiak/qgis-mcp

Connect QGIS to AI agent through the Model Context Protocol (MCP)

aa0101181514/tw-legal-rag

台灣法律 MCP 伺服器 + CLI（免費、免註冊、免 API key）：2,250 萬筆裁判書、行政函釋、憲法法庭裁判，附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LLM, retrieval-only.

feenlace/mcp-1c

MCP server for 1С:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 11 tools.

mvilanova/intervals-mcp-server

Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.

isaacphi/mcp-language-server

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

Scottcjn/rustchain-mcp

MCP server for autonomous agent economies: wallets, signed RTC micropayments, bounty discovery, BoTTube video publishing, and Beacon agent-to-agent messaging. Give your AI agent an income. Built on cr

utensils/mcp-nixos

MCP-NixOS - Model Context Protocol Server for NixOS resources

pab1it0/prometheus-mcp-server

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

IBM/mcp

A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.

XeroAPI/xero-mcp-server

An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction

ref-tools/ref-tools-mcp

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

Soul-Brews-Studio/arra-oracle-v3

Oracle v2 - MCP Memory Layer with semantic search, philosophy, and knowledge management

IvanMurzak/Godot-MCP

Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.

MariaDB/mcp

MariaDB MCP (Model Context Protocol) server implementation

zoedsoupe/anubis-mcp

Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)

anthropics/claude-ai-mcp

Report issues related to MCP integration with Claude here.

GlitterKill/sdl-mcp

Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with precision tools. It turns sprawling codebases into compact, high-sig

tinyfish-io/agentql-mcp

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

acryldata/mcp-server-datahub

The official Model Context Protocol (MCP) server for DataHub (https://datahub.com)

zilliztech/mcp-server-milvus

Model Context Protocol Servers for Milvus

gomarble-ai/facebook-ads-mcp-server

Dicklesworthstone/meta_skill

Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, semantic search, bandit-optimized suggestions, and MCP integration

SocketDev/socket-mcp

Model Context Protocol server for socket.dev integration

janwilmake/openapi-mcp-server

Allow AI to wade through complex OpenAPIs using Simple Language

JM-Lab/spring-ai-playground

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

kimtaeyoon83/mcp-server-youtube-transcript

This is an MCP server that allows you to directly download transcripts of YouTube videos.

SikamikanikoBG/homelab-monitor

Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-only MCP server so AI agents can explore it too.

hmmhmmhm/daiso-mcp

다이소를 MCP로! 뿐만 아니라 한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 가능하게 해줍니다.

Tiberriver256/mcp-server-azure-devops

An MCP server for Azure DevOps

mrkrsl/web-search-mcp

A simple, locally hosted Web Search MCP server for use with Local LLMs

taichuy/1flowbase

1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in backend & React blocks to combine AI with business data. All managed by your Agent via MCP.

ravitemer/mcphub.nvim

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

noemica-io/open-claude-in-chrome

Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.

dynamics365ninja/d365fo-mcp-server

Exposes MCP tools that prove every method, field, label and form pattern against your real metadata before the AI writes code.

Get-Concord-AI/concord-mcp

Live messaging for coding agents

awslabs/run-model-context-protocol-servers-with-aws-lambda

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

nspady/google-calendar-mcp

MCP integration for Google Calendar to manage events.

logiscape/mcp-sdk-php

Model Context Protocol SDK for PHP

badchars/darknet-mcp-server

66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onion access, malware analysis, blockchain intel, exploit search, stealer logs

jagmarques/asqav-sdk

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

deepset-ai/hayhooks

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

atomicstrata/atomicmemory

Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.

gustavoeenriquez/MakerAi

The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (l

agenvoy/Agenvoy

Self-hosted AI agent harness in a single Go binary — writes, sandbox-tests and repairs its own tools, and lets Claude Code, Codex and any MCP client build and share them.

CronusL-1141/AI-company

Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashb

ghost-in-the-droid/android-agent

Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over WebDriverAgent, 62 MCP tools, Python skills, a Vue dashboard, and swappable local or cloud LLMs

Jakedismo/codegraph-rust

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

reminia/zendesk-mcp-server

A Model Context Protocol server for Zendesk

robcerda/monarch-mcp-server

MCP Server for use with Monarch Money

Alex8791-cyber/cognithor

Cognithor · Agent OS: Local-first autonomous agent operating system. 19 LLM providers, 18 channels, 145 MCP tools, 6-tier memory, Agent Packs marketplace, zero telemetry. Python 3.12+, Apache 2.0.

douglasmonsky/codex-usage-tracker

Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, caching, and thread patterns.

spring-ai-community/spring-ai-playground

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

artokun/comfyui-mcp-panel

The local-first sidebar AI agent for ComfyUI — runs on your own Claude OR ChatGPT subscription (no API keys, no extra LLM costs). Drives your live graph: edits, workflows & installs in natural languag

ferdousbhai/investor-agent

A Model Context Protocol server for building an investor agent

AI-QL/tuui

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

grafana/loki-mcp

An MCP ( Model Context Protocol ) Server for Grafana Loki

initMAX/zabbix-mcp-server

MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.

Eric-Terminal/ETOS-LLM-Studio

A native LLM client for iOS & Apple Watch. Run local GGUF models offline via llama.cpp, or connect to OpenAI/Claude/Gemini. Features local RAG, Model Context Protocol (MCP) tools, Siri Shortcuts, and

AndrewDryga/emisar

Let AI agents investigate and operate infrastructure through declared actions, bounded by policy and host-side checks. Approvals when required, with an audit trail. By Protectorate.

db-lyon/ue-mcp

Complete Unreal Engine development toolkit exposed as MCP tools.

ai-dashboad/flutter-skill

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all

zai-org/Synapse

Self-hosted AI workspace with shareable AI teammates, shared conversations, memory, and governed access to plugins, MCP tools, and local devices.

activeing123/mcptoon

One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One conf

lobstercare/mcp-hub

A curated list of awesome Model Context Protocol (MCP) servers.

mcpdotdirect/evm-mcp-server

MCP server that provides LLMs with tools for interacting with EVM networks

sv-grid/sv-grid

Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column virtualization (1M rows), Excel-style filters, inline editing, grouping, pivot, server-side data. MIT core (@s

SecretiveShell/MCP-Bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools

joaoh82/rustunnel

Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, MCP server for AI age

DMontgomery40/deepseek-mcp-server

Model Context Protocol server for DeepSeek's advanced language models

sirsjg/flux

Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLMs can help run the show.

datalayer/jupyter-ai-agents

🪐 🤖 AI Agents with 🔧 MCP tools and 🧰 Skills for JupyterLab — Chat with your Notebook and execute code.

dialog-tools/reddit-research-mcp

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 2

zinja-coder/apktool-mcp-server

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

RaphaelRegnier/vibe-annotations

AI-powered annotations for localhost development. Create visual feedback on your apps and let AI coding agents automatically implement fixes via MCP integration.

daniel3303/Equibles

Self-hosted, open-source financial data MCP server for AI agents — SEC filings, XBRL financials, 13F holdings, insider & congressional trades, short interest, FRED, CFTC/CBOE and daily prices across 6

introfini/ZotSeek

AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.

kimsungwhee/apple-docs-mcp

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

irinabuht12-oss/google-meta-ads-ga4-mcp

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: 250+ tools, OAuth login, no API keys, approval-gated writes,

GuyMannDude/mnemo-cortex

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT,

Glade-tool/glade-mcp

Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to Unity or Godot. 235+ granular tools, an editor aware system prompt, game design document project context, script semantic search

dnic-dev/bw-modeling-mcp

MCP server for agentic AI-assisted development in SAP BW/4HANA

alioshr/memory-bank-mcp

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

KryptosAI/mcp-observatory

CI-native security testing for MCP servers. Attack simulation, schema drift detection, and health scoring before agents depend on them.

kagisearch/kagimcp

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

zaidmukaddam/scira-mcp-chat

A minimalistic MCP client with a good feature set.

jgravelle/jdocmunch-mcp

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

ThinkWatchProject/ThinkWatch

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.

Cy-S3c/BurpMCP-Ultra

AI-powered MCP server for Burp Suite Professional — 149 tools across proxy, scanner, inline fuzzer, race conditions, guided injection, JWT/IDOR attacks, recon & OOB, with a real-time dashboard and har

gollem-dev/gollem

Go framework for agentic AI app with MCP and built-in tools

saigontechnology/AgentCrew

Chat application with multi-agents system supports multi-models and MCP

tuannvm/codex-mcp-server

MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.

HarimxChoi/google-surf-mcp

Google search MCP. One MCP replaces search + fetch + academic-paper extractor.

AnkleBreaker-Studio/unity-mcp-plugin

Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enables Claude, Cursor & MCP-compatible AI to control Unity Editor with 268 tools: scenes, GameObjects, components, builds, pro

coffeenmusic/altium-mcp

Altium Model Context Protocol server and Altium API script

Sibyl-Labs/Sibyl-Memory

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGraph BaseStore. No vector database, no embeddings.

verygoodplugins/mcp-automem

MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversations.

CelestoAI/agentor

Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.

nirholas/three.ws

Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP server · x402 · Solana/EVM · Three.js. Embed anywhere as a web component. Character

frankchu91/mindbase-llm-wiki

Karpathy's LLM Wiki idea as a product — an AI that builds and maintains a markdown wiki from your notes and sources. MCP server + web UI, runs on free local models (Ollama), no API key needed. MIT.

GDKsoftware/Delphi-MCP-Server

Native Delphi Server implementation of the Model Context Protocol (MCP)

AnkleBreaker-Studio/unity-mcp-server

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shad

flowing-abyss/obsidian-hybrid-search

Hybrid search for Obsidian vaults via plugin, CLI, and MCP server

Cocoanetics/SwiftMCP

Model Context Protocol Server for Swift

tg-prplx/vellium

Local-first desktop AI workbench for roleplay, multi-character chat, long-form writing, RAG, MCP tools, plugins, and local models.

RobThePCGuy/Claude-Patent-Creator

USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, d

g0t4/mcp-server-commands

Model Context Protocol server to run commands (tool: `runProcess`)

openMF/mcp-mifosx

Model Context Protocol - MCP for Mifos X

Seym0n/tiktok-mcp

Model Context Protocol (MCP) with TikTok integration

jonigl/ollama-mcp-bridge

Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM

Azure-Samples/pizza-mcp-agents

Serverless API and Model Context Protocol (MCP) integration to order pizzas from AI agents.

githejie/mcp-server-calculator

A Model Context Protocol server for calculating.

Wasdubya/x64dbgMCP

Model Context Protocol for x64dbg & x32dbg

Eshaan-Nair/ArcRift

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your local IDE agen

yantrikos/yantrikdb-server

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.

dilolabs/nosia

Self-hosted AI RAG + MCP Platform

IvanMurzak/Unity-AI-Animation

MCP Tools for Unity Animation — create and edit clips and animators with AI.

oxylabs/oxylabs-mcp

Official Oxylabs MCP integration

sanonone/kektordb

AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

AgenticGoKit/AgenticGoKit

Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o

ivo-toby/mcp-openapi-server

MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource

lyonzin/knowledge-rag

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

andrea9293/mcp-documentation-server

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero

its-dart/dart-mcp-server

Dart AI Model Context Protocol (MCP) server

HelpCode-ai/anythingmcp

Self-hosted, open-source AI-empowered MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code. Convert REST, SOAP, WSDL, GraphQ

claude-world/notebooklm-skill

NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.

ogham-mcp/ogham-mcp

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

liyupi/ai-code-helper

2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.j

SammySnake-d/fast-context-mcp

AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol

HeadyZhang/agent-audit

Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 51 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.

Azure-Samples/eShopLite

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

bug-ops/mcpls

Universal MCP to LSP bridge - expose Language Server Protocol capabilities as MCP tools for AI agents

AeternaLabsHQ/pullmd

Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Claude Code skill, Reddit-aware, refreshable share links.

1EchA/how-to-vibecoding

Vibecoding 系列教程：从环境搭建到多智能体协作，涵盖 MCP、Skills、Agent 分工治理

agentrust-io/cmcp

cMCP: Confidential MCP Gateway. Hardware-attested policy enforcement for MCP tool calls.

posit-dev/mcptools

Model Context Protocol For R

quarkiverse/quarkus-mcp-servers

Model Context Protocol Servers in Quarkus

pvliesdonk/markdown-vault-mcp

Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing

kiliczsh/mcp-mongo-server

A Model Context Protocol Server for MongoDB

k-jarzyna/mcp-miro

Miro integration for Model Context Protocol

wong2/mcp-cli

A CLI inspector for the Model Context Protocol

Perseus-Computing-LLC/perseus-vault

Perseus Vault — durable, encrypted, time-aware memory for AI agents. One Rust binary, one file, local-first, MCP-native, MIT.

shamspias/customizable-gpt-chatbot

Veldra — talk an agent into existence, then watch it grow. A self-hostable, local-first agent platform: describe what you need in plain language and it compiles a working agent tools, MCP, RAG, team

kooshi/SharpToolsMCP

A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

bhauman/clojure-mcp-light

Simple Clojure tooling for AI coding assistants

s-nagaev/chibi

Your Digital Companion. Self-hosted Telegram bot orchestrating multiple AI providers (OpenAI, Anthropic, Google, xAI, DeepSeek, Mistral, Alibaba, MiniMax) with autonomous agent capabilities, MCP integ

memtomem/memtomem

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

cafeTechne/antigravity-link-extension

Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.

Justin0504/Sovereign-OS

Constitution-first AI orchestration: one Charter (YAML) defines mission, budget & rules. CEO plans → CFO approves → Ledger tracks every cent & token → Auditor scores. 16 workers, Stripe, MCP. Think. A

KeyID-AI/agent-kit

Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.

rdmgator12/awesome-claude-connectors

A comprehensive directory of Anthropic's Claude Connectors catalog: 1,625 MCP integrations across both catalog surfaces (curated web directory + in-app catalog incl. community and desktop-extension co

FradSer/mcp-server-mas-sequential-thinking

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

Azure-Samples/mcp-agent-langchainjs

Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant

webflow/mcp-server

Model Context Protocol (MCP) server for the Webflow Data API.

JakeNesler/OpenProphet

Autonomous AI trading agent with web dashboard, MCP tools, and Go trading backend

vastsa/BokeBox

BokeBox: multi-source private AI podcast studio — videos/links/articles/notes → spoken episodes. Custom persona & voice, MCP + pluggable sources, self-hosted. BokeBox（播匣）：内容进匣，AI 成播；多源输入、MCP、插件源、私有部

istefox/obsidian-mcp-connector

Your Obsidian vault, exposed to Claude and any MCP client. Runs inside Obsidian, on-device semantic search, no cloud round-trip, no binary to download.

dinglebear-ai/unraid

Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.

sperictao/codex-pro-max

Codex Pro Max — Tauri v2 desktop launcher: taskboard service management, Codex CDP panel injection, ~/.codex config guard, FastCtx MCP integration, DeepSeek Harness remote access, and self-updates. Cl

Mizoreww/awesome-claude-code-config

Production-ready Claude Code configuration with self-improvement loop, multi-language rules, MCP integrations, and custom skills

olo-dot-io/Uni-CLI

One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and MCP.

zcaceres/gtasks-mcp

A Google Tasks Model Context Protocol Server for Claude

cbtw-apac/qdrant-loader

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen

hstptcn5/Goflow

Local-first workflow automation in a single Go binary, with a visual node editor, encrypted credentials, CLI, and MCP integration.

taisly/agent

Taisly Agent Kit: MCP server, CLI, SDK, and agent docs for publishing videos to TikTok, Reels, Shorts, X, and Facebook.

inercia/MCPShell

Use shell scripts as MCP tools

Sunnyender-org/cursor-sdk2api

Official Cursor SDK to Anthropic-compatible HTTP gateway with native MCP tool continuation.

shnax0210/documents-vector-search

Project allows document indexing in a local vector database and then search (supports Jira, Confluence and local files, can be integrated via MCP)

clerk/mcp-tools

Tools for building modern & secure MCP integrations across the client and server side

MihaiBuilds/memory-vault

A local-first AI memory system with hybrid search, MCP integration, and a knowledge graph.

yantrikos/yantrikdb

Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers ya

srclight/srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 1

monaccode/astromesh

Multi-model AI agent runtime. Define agents in YAML, route each role to a model, orchestrate with 7 patterns (ReAct, Plan & Execute, Fan-Out, Pipeline, Supervisor, Swarm, Glyph), and deploy as a REST/

buuzzy/tushare_MCP

a finance MCP tool

jgravelle/jdatamunch-mcp

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

MicrotronX/mxLore

Self-hosted MCP server for AI coding assistants. Persistent knowledge base with 45 tools, 12 skills, institutional memory.

timothywarner-org/claude-architect

Study materials, code examples, and practice scenarios for Anthropic's Claude Certified Architect: Foundations (CCA-F) certification exam. Covers all five exam domains: agentic architecture, MCP integ

NameetP/pdfmux

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-b

skillrepos/mcp

Repo for Model Context Protocol training workshop

Laurent00TT/PharosRAG

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.

JameZUK/Arkana

Arkana - Your entire malware analysis lab, behind one AI prompt. 250+ MCP tools for binary analysis with Claude Code or other MCP

1amageek/SwiftAgent

A type-safe, declarative AI agent framework for Swift. Build composable AI pipelines with Steps, Agents, structured outputs, and tool integration. Features FIFO session management, MCP sup

heizaheiza/Charles-mcp

Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts

spyrae/kronos-agent-os

Kronos Agent OS (KAOS): self-hosted runtime for durable AI agents with memory, skills, MCP tools, automations, dashboard, and optional swarm coordination.

mcpfyy/mcpfy

A SDK for building MCP tools, prompts, resources, and widgets.

proompteng/bilig

Formula workbooks for Node services: edit inputs, recalculate formulas, read outputs, persist WorkPaper JSON, and expose MCP tools.

IvanMurzak/Unity-AI-ParticleSystem

MCP Tools for Unity Particle System — create and edit particle effects with AI.

johnxie/awesome-code-docs

203 deep-dive tutorials for AI agents, LLM frameworks, coding tools, MCP, and open-source developer platforms

proofsh/obsidian-notes-rag

Local vector store for Obsidian notes with semantic search via MCP server

Deuz-AI/Deuz-SDK

TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents and multi-agent swarms: durable execution, long-term memory, hybrid RAG, MCP client/server, A2A, human-in-the-l

eresende/pitlane-mcp

Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.

FunplayAI/funplay-unity-mcp

The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, and play mode automation.

giantswarm/muster

MCP tool management and workflow proxy

HiAi-gg/docsmint

Open-source knowledge base for people and AI agents. Rich-text editing, hybrid search, GraphRAG, and MCP. Self-host with Docker or use DocsMint Cloud.

omerbsezer/Fast-LLM-Agent-MCP

This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.

sdsrss/code-graph-mcp

AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.

cognicore-dev/cognicore-my-openenv

Memory operating system for AI agents — persistent memory, BM25 search, atomic decomposition, reflection engine, immune system. Zero API calls. 89% fewer tokens than alternatives. MCP + LangChain + Op

TheEterna/api2mcp4j

Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.

dhyansraj/mcp-mesh

Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST

tobocop2/lilbee

The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search engine you can talk to, with cited answers from your files, code, and the web. MCP s

codependentai/resonant

Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.

agentailor/fullstack-langgraph-nextjs-agent

Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP integration for dynamic tool loading, human-in-the-loop tool approval, persistent conversation memory with

cerul-ai/cerul

Cerul — video memory infrastructure for AI products. SDKs, CLI, MCP, and developer integrations.

harumiWeb/exstruct

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

natepiano/bevy_brp

mcp tools for your favorite agent - be the best guide you can be

brennhill/Kaboom-Browser-AI-Devtools-MCP

Kaboom AI DevTools — Browser DevTools for AI coding assistants via MCP

ikaruscareer/SafeAI

Static AI Agent Risk Analyzer for AI applications. Detects capabilities, prompt risks, tool permissions, MCP integrations, governance gaps, and autonomy before deployment. Generate JSON, HTML and SARI

atlassian-labs/mcp-compressor

An MCP server wrapper for reducing tokens consumed by MCP tools, available in typescript, python, and rust

devwhodevs/engraph

Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.

Battam1111/omniseek

Your agent seeks what search can't find. A self-hosted perception MCP server that transcribes speech, reads behind logins, sees images and video frames, crosses languages, and remembers.

ThreatRecall/zettelforge

Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents

alperhankendi/Ctxo

MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep anal

mcpc-tech/mcpc

Build agentic-MCP servers by composing existing MCP tools.

JuliaSMLM/ModelContextProtocol.jl

babamba2/superclaude-for-sap

SuperClaude for SAP — Claude Code plugin for SAP On-Premise S/4HANA ABAP development (24 agents, 14 skills, 150+ MCP tools)

silenceper/mcp-k8s

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

solomon2773/nora

Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.

launchapp-dev/animus-cli

Autonomous AI agent orchestrator — run multi-model dev teams (Claude, Gemini, GPT) with YAML workflows, daemon scheduling, and MCP integration. 100% Rust.

RikyZ90/ShibaClaw

🐕 Self-hosted security-first AI agent · 28 providers · 11 chat channels · WebUI · 3-level memory · task-schedule · automation · skills · MCP

sinanuozdemir/advanced-ai-intensive

Build AI, agents and workflows with RAG, MCP, harnesses, & multi-agent orchestration in a 3-week cohort

ThreeMoonsLab/agents-shipgate

The deterministic merge gate for AI-generated agent capability changes — a local-first, static Tool-Use Readiness review for MCP, OpenAPI, and SDK tool surfaces. Open-source CLI + GitHub Action.

aouicher/graphmind

Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.

Roasbeef/claude-agent-sdk-go

Go SDK for Claude Code – build AI agents with tool use, MCP integration, and streaming

854875058/Symbio

🧬 Symbio（共生）- AI Infra 级多 Agent 协同框架 | 33 Killer Features: 动态 DAG, 本体化记忆, 防过早完成, 数据飞轮, 神经符号安全, OpenTelemetry 可观测, HITL 人类介入, MCP 原生支持, 语义缓存, PromptOps, 边缘计算, 隐私计算 | Next-Gen AI Infrastructure for Mult

aarondpn/redmine-cli

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP integration.

drQedwards/PPM

The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7

IvanMurzak/Unity-AI-ProBuilder

MCP Tools for Unity ProBuilder — model and edit meshes with AI.

AAAYNMMM/CWapi-Releases

CWapi is a **non-MCP** local execution bridge for web-based ChatGPT, designed for **ChatGPT Plus and Pro users**. It does not rely on MCP integration or consume Codex Agent quota. Instead, it connects

mkreyman/mcp-memory-keeper

MCP server for persistent context management in AI coding assistants

RBKunnela/ALMA-memory

Persistent memory for AI agents - Learn, remember, improve. Alternative to Mem0 with scoped learning, anti-patterns, multi-agent sharing, and MCP integration.

raphasouthall/neurostack

Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.

Corpus-OS/corpusos

Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protoco

claude-dev-suite/claude-dev-suite

Point it at a repo and it configures your AI coding assistant for that stack: agents, framework skills, MCP servers, path-scoped rules. One install, seven assistants - Claude Code, Copilot, Cursor, Ge

PatrikFehrenbach/h1-brain

MCP server that connects AI assistants to HackerOne for bug bounty hunting

takeshy/obsidian-local-llm-hub

All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.

day-ai/day-ai-sdk

Typescript SDK for using Day AI API (MCP Tools) with OAuth

DV0x/creative-ad-agent

Multi-agent system for generating Meta/Instagram ad creatives using Claude SDK and Nano Banana MCP

contextstream/mcp-server

Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.

mathematic-inc/earl

Secure CLI proxy for AI agents — HCL-defined operation templates with OS keychain secrets, MCP integration, and prompt injection protection

ZenSystemAI/Zengram

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

yantrikos/yantrikdb-mcp

Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, Windsurf. Temporal decay, contradiction detection, knowledge graph, autonomous consolidation. Backed by the Yant

geekychris/amiga_mcp

This project, Amiga DevBench, is a cross-development environment that connects a modern host machine to an emulated or real Amiga via serial, providing live debugging, memory inspection, and full MCP

TrueCrimeDev/ahk-mcp

AutoHotkey v2 MCP Server with prompts, code completion, and diagnostics

dandacompany/bluekiwi

BlueKiwi — open-source AI workflow engine with MCP integration

gradion-ai/ipybox

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

DGouron/review-flow

Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub

pouyahasanamreji/continuum

Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry

ac12644/langgraph-starter-kit

Production-ready multi-agent starter kit for LangGraph — 7 patterns, 5 LLM providers, CLI scaffolder, MCP integration, and HTTP server with SSE streaming.

mctrinh/awesome-mcp-servers

A curated list of excellent Model Context Protocol (MCP) servers.

weaviate/mcp-server-weaviate

MCP (Model Context Protocol) server for Weaviate

ipiton/agent-memory-mcp

MCP server that gives AI agents persistent memory with semantic search

rhein1/agoragentic-integrations

Public adapters and discovery catalog for Triptych OS (Agent OS): agent frameworks, MCP/A2A/x402 protocols, workflows, wallets, SDKs, and examples for execute-first routing, governed handoffs, and rec

knowledgestack/excel-parser

XLSX parser for LLMs, RAG, LangChain, LangGraph, CrewAI, Claude, MCP — turns Excel (.xlsx) into citation-ready JSON with formulas, charts, dependency graphs, and token-counted chunks. Open-source Pyth

congchuanling-dot/Cohort

Local-first Agent Runtime connecting LLMs to controlled tools, Chrome, desktop automation, MCP, context governance, and verifiable memory.

ctxr-dev/llm-wiki-memory

Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP server.

apolosan/design_patterns_mcp

MCP Server for suggestion of Design Patterns - Provides semantic search and recommendations for software design patterns

jeanibarz/knowledge-base-mcp-server

This MCP server provides tools for listing and retrieving content from different knowledge bases.

sfr-development/WonderSuite-Ai-Bug-Bounty

AI-Powered Offensive Security Research Engine - desktop-native security testing platform with native MCP integration. 90 tools, MITM proxy, stealth browser, autonomous AI agent. Built on Tauri + Rust

codegraph-ai/CodeGraph

CodeGraph builds a semantic graph of your codebase — functions, classes, imports, call chains — and exposes it through 42 MCP tools, 38 languages, a VS Code extension, and a persistent memory layer. A

MDalamin5/End-to-End-Agentic-Ai-Automation-Lab

This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable age

Haohao-end/mcp-agent

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data

AndrewAltimit/template-repo

Agent orchestration & security template featuring MCP tool building, agent2agent workflows, mechanistic interpretability on sleeper agents, and agent integration via CLI wrappers

vaultmcp/vault

MCP prompt-injection scanning proxy — runtime security for MCP tool responses

ZSeven-W/openpencil-skill

LLM skill for designing with OpenPencil via the op CLI and MCP tools

JoakimCarlsson/ai

A Go toolkit for building AI agents and applications across multiple providers. Unified LLM client, agent framework with handoffs, tool calling, streaming, structured output, MCP integration, and cost

patsnap/patent-literature-search-mcp

Search global patents across WIPO, EPO, USPTO, CNIPA, JPO, KIPO and other authorities, together with scientific literature from PubMed, arXiv, Nature, Science and other major sources using natural-lan

brightlikethelight/networkx-mcp-server

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

ai-pivot/xbot

Extensible AI agent framework in Go — multi-channel (Feishu/Slack/CLI), sandboxed tool execution, MCP integration, multi-tenant sessions

JSONbored/mem0-aio

Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6-overlay to seamlessly bundle the pre-compiled Qdrant Vector Database, the Python FastAPI/MCP server, and the

Rohit-Dnath/RAMen

RAMen is a fast in-memory data store like Redis, but built for AI: drop-in Redis protocol, native vector search, semantic caching, and a built-in MCP server for agents. Single Go binary, BSD-3.

jcfischer/supertag-cli

CLI for Tana integration - query, create, sync, and manage Tana workspaces with semantic search and MCP Server

xianyu-sheng/Xenon

开源终端 AI 编程 Agent：以在线 Evidence Runtime 验证链（LLM 输出是 Claim、工具结果才是 Evidence）为核心。SWE-bench_Lite 官方评测 40.0% 实例级通过率（同模型 A/B +6.7pp，可复现报告）。7 种推理范式、MCP 工具、落盘补救与验证闭环。Python。

wrsmith108/linear-claude-skill

Agent skill for managing Linear issues, projects, and teams. MCP tools, SDK automation, GraphQL API patterns.

liatrio-labs/otel-instrumentation-mcp

Python MCP server providing AI coding assistants with OpenTelemetry documentation, examples, and instrumentation guidance

gabrielekarra/mcp-anything

One command to turn any codebase into an MCP server

iamaanahmad/everything-kiro

The complete collection of Kiro IDE configs, agents, skills, hooks, and MCP integrations for maximum productivity.

sandydasari/openacme

An AI workforce platform: role-specialized agents with multi-provider LLM, MCP, tasks, and a web + CLI UI. You're in charge.

admina-org/admina

The open framework for governed AI development: EU AI Act compliance, PII redaction, MCP proxy, prompt-injection firewall. Python + Rust, Apache 2.0

chisomobanzi/Serpentine3D

Open-source NURBS surface modeller — a Rhino-style freeform modeller on the OpenCASCADE kernel, with AI-native MCP integration

entbappy/Multi-Agent-System-using-LangGraph-MCP-Supervisor-Guardrails-HITL

Daghis/teamcity-mcp

Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.

GentlemanHu/Tabby-MCP

MCP server for Tabby terminal, 36 MCP tools including SFTP support, full control your Tabby!

nsasoft/nsauditor-ai

NSAuditor AI — Open-source, AI-powered network security scanner. 27 plugins, CVE matching, MITRE ATT&CK mapping, verified vulnerabilities, continuous monitoring, MCP integration. Zero data exfiltratio

pauloremoli/logana

Terminal log analyzer built in Rust with instant filtering, structured field parsing, compressed file support, Docker/OTel streaming, and MCP integration.

yahorbarkouski/screencap

To remember what happened yesterday, share progress and break addictions. With E2EE social publishing, local LLM classification, and MCP support

Bo1202/Aivy-OS

Your own digital life form — local AI companion with persistent memory, IDE workspace, MCP support, and 30+ tools. Companion-first alternative to Hermes Agent / OpenClaw / Claude Code.

rsclarke/mcp-taskfile-server

Expose Taskfile tasks as MCP tools.

StefH/McpDotNet.Extensions.SemanticKernel

Microsoft SemanticKernel integration for the Model Context Protocol (MCP). Enables seamless use of MCP tools as AI functions.

hamed-farag/claudeck

A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, and orchestrate autonomous agents from a local web interface. Installable as a PWA.

Vinist123/zhuling

ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a ReAct core. Ai Agent 快速开发框架

Silung/scholar-search-mcp

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.

paulburgess1357/nvim-mcp

MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.

Agents365-ai/asta-skill

Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). Intent-to-tool routing, safe defaults, multi-agent.

advenimus/jw-mcp

MCP Tools for Jehovah's Witnesses

choihyunsus/n2-QLN

n2-QLN: Intelligent Tool Router & Semantic Search Layer for MCP. Connect 1,000+ tools through 1 interface. Prevent AI model confusion and maximize context window efficiency

BrowseAI-HQ/BrowseAI-Dev

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

ZenRows/zenrows-mcp

Official ZenRows MCP integration

brightdata/real-estate-ai-agent

Intelligent Python system that extracts real estate property data as structured JSON using AI agents, Nebius Qwen LLM, and Bright Data MCP.

guoyongchang/worktree-manager

A simple GUI to manage Git Worktrees. Visual Git Worktree manager for parallel branch development. Multi-repo workspaces, smart symlinks, built-in terminal, browser remote access, and AI-ready MCP int

novyxlabs/novyx-mcp

MCP tools for Novyx governed actions, shared memory, audit, rollback, and evidence workflows.

ArchieIndian/openclaw-superpowers

44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new

Smokestack-Games/rbxsync

Sync Roblox games between Studio and VS Code with MCP integration

delegare/delegare

Trustless payment delegation for AI agents — SDK and MCP tools

EllisMorrow/Caelune

Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.｜本地优先的私人知识检索工具。

goweft/heddle

Heddle — The policy-and-trust layer for MCP tool servers. Turn YAML configs into validated, policy-enforced MCP tools.

homeassistant-ai/ha-mcp-integration

HA-MCP Custom Component - HACS distribution mirror of homeassistant-ai/ha-mcp (integration only)

IvanMurzak/Unity-AI-Tools-Template

Unity MCP Tool template project

coder/aibridge

Intercept AI requests, track usage, inject MCP tools centrally

trustabl/trustabl-action

Fix agent reliability issues in CI across Claude Agent SDK, OpenAI Agents SDK, Google ADK, MCP, LangChain, LangGraph, CrewAI, AutoGen AG2, Pydantic AI, and Vercel AI.

JustVugg/tools-factory

From any API surface to verified AI agent tools: Go CLI + MCP + skills + SQLite + policy + proofs.

heristop/leclap

Deterministic video composition from one JSON template — renders on Node, in the browser via WebAssembly, and fully on-device on React Native. No server, no upload, no generative model. Agent-callable

momotech/LinkWork

Open-source enterprise AI workforce platform — containerized roles, declarative skills, MCP tools, policy-driven security, K8s-native scheduling

hlpun/Train-in-Silence

The first Task-Aware MCP server and automated VRAM calculator for LLM fine-tuning. Instantly snipe the cheapest, fastest GPUs across 10+ cloud providers.

liut/morign

AI chat backend with knowledge base Q&A, MCP tools, and OAuth authentication.

springmeng/Drone-Rental-System

该项目是无人机的租赁系统，也可以是其他的设备、器材租赁，技术栈：Java 21 + Spring Boot 3.5.13 + Vue 3 + Spring AI + MCP + AI Memory，其他的技术栈Dify/Coze、 Python LangChain/LangGraph Agent 。项目是开源的，免费学习的，star支持一下，不断更新中。

matlab/mcp-framework-matlab-production-server

Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server

jghiringhelli/codeseeker

MCP server with semantic search + knowledge graph for Claude Code, Cursor, and Copilot

baealex/ocean-brain

Self-hosted knowledge base for organizing notes, thoughts, and projects with backlinks, properties, views, reminders, and MCP integration.

LinChuang2008/nightmend

AI-powered open-source monitoring platform with auto-remediation. 6 built-in runbooks, MCP integration (global first), DeepSeek root cause analysis. 5-minute Docker setup.

nikhilkagita04/continuum

Your whole desktop context — everything you've seen, read, typed, and heard — as a single MCP your agent can use to understand you and how you work. Open source, local-first, on-device.

DJWeb-Damian-Jozwiak/larafony

Modular PHP framework for PHP 8.5+, built as a set of Composer packages. Core + ecosystem of packages (routing, ORM, cache, CLI, MCP integration) designed for flexibility and learning.

0x7556/kali_mcp

Kali AI Pentest MCP tools 渗透测试工具集

sgaunet/pplx

Unofficial CLI to query and chat with the Perplexity API. Supports interactive chat, web search queries, shell completion, and MCP integration.

HumphreySun98/Smart-Study-Agent

The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama

gaur-avvv/wormxgpt

No limits. No filters. No restrictions. WormXGPT is a unified AI tooling suite containing both a premium Hacker-themed React Web Dashboard and an advanced Unfiltered CLI agent. It features 150+ tools,

PsychArch/jina-mcp-tools

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

flashmixer/flashmixer

Flash Mixer — MCP Integration Guide

DLbury/clide

Clide — AI SSH terminal desktop app with Claude Code IDE & MCP integration. Tauri · Windows/macOS/Linux

mohd-faizy/Agentic_AI_using_LangGraph

Agentic AI framework built using LangGraph and Multi-Agent Control Plane (MCP) for building structured, goal-driven multi-agent systems.

ejfkdev/zread

AI-powered CLI and MCP server for browsing GitHub project documentation (unofficial tool)

CodeAndCanvasLabs/Daemora

Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.

decisionnode/DecisionNode

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.

MohitGoyal09/AgentForge

Open-source terminal AI coding-agent harness for studying agent loops, tools, MCP, skills, safety, and persistence.

ChaoYuZhang001/CaoGen

CaoGen — a vendor-neutral, local-first AI work desktop. Multi-provider agent runtime, GUI automation, MCP, Git worktree, task orchestration, effect ledger, and 3D office workspace. macOS/Windows/Linux

MarcusJellinghaus/mcp-tools-py

MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvement

code-yeongyu/codex-lsp

Codex plugin that exposes Language Server Protocol diagnostics and MCP tools

jcartu/rasputin-memory

The ultimate memory backend for OpenClaw and Claude Code. Persistent conversation memory with LLM fact extraction, foundation-model reranking, and 77.7% LoCoMo accuracy. MCP native, REST API, self-hos

tt-a1i/everos-mcp

Universal long-term memory layer for AI coding assistants, powered by EverMemOS.

shebe-oss/shebe

Fast BM25 full-text search for code repositories with MCP integration for AI coding agents.

corticalstack/awesome-foundry-nextgen

Hands-on labs for Microsoft Foundry - Azure's unified PaaS for enterprise AI. Notebooks + Bicep covering provisioning, agents (incl. hosted Copilot SDK + REST), MCP, Foundry IQ knowledge bases, guardr

strmax195-hue/7-24-IDE

Autonomous local AI developer agent for Windows. Plan & Build modes, real terminal execution, Monaco diff reviews, auto-checkpoints, a native Rust engine (Tree-sitter AST + BM25 search), Ollama offlin

EtienneChollet/ontomics

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

PlateerLab/synaptic-memory

Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

brightlikethelight/music21-mcp-server

🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP integration with enterprise features

Purvanshsingh/DatabricksMCP

DatabricksMCP is an open-source Model Context Protocol (MCP) server for Databricks. It lets AI agents securely query Databricks SQL, explore Unity Catalog, run Jobs/Notebooks, and use Vector Search. D

rogelioRuiz/capacitor-mobile-claw

On-device AI agent engine for mobile apps — embedded Node.js worker with Claude LLM, file tools, code execution, git, and extensible MCP device tools