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MCP Servers & Tools

The Model Context Protocol ecosystem: servers, clients and tooling that let agents talk to the outside world.

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opensquilla/
opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

5.8k410Python
appcypher/
awesome-mcp-servers

Awesome MCP Servers - A curated list of Model Context Protocol servers

5.7k2.0k
OpenBMB/
UltraRAG

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

5.6k435Python
ModelEngine-Group/
nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

5.6k695Python
MinishLab/
semble

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

5.6k236Python
holaboss-ai/
holaOS

Your super agent for work: local-first, learn your working context in mins and never forget it.

5.5k392TypeScript
ageerle/
ruoyi-ai

面向企业级市场的一站式AI应用开发框架,支持多厂商大模型统一接入与管理,具备安全可控的企业知识库与高精度检索优化能力,提供可视化流程编排、自主决策智能体与多智能体协同调度,兼容主流 Agent Skill 协议,帮助企业与开发者零门槛快速构建安全、高效、可落地的AI智能体应用与行业解决方案。

5.5k1.4kJava
FlorianBruniaux/
claude-code-ultimate-guide

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

5.4k708Python
the-open-agent/
openagent

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

5.4k622Go
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 .

5.3k409TypeScript
GaiaNet-AI/
gaianet-node

Install, run and deploy your own decentralized AI agent service

5.0k331Shell
SolaceLabs/
solace-agent-mesh

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

5.0k268Python
lemonade-sdk/
lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

4.9k392C++
icip-cas/
PPTAgent

An Agentic Framework for Reflective PowerPoint Generation

4.8k565Python
ag2ai/
ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

4.8k670Python
exa-labs/
exa-mcp-server

Exa MCP for web search and web crawling!

4.7k357TypeScript
JetBrains/
koog

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

4.4k448Kotlin
WenyuChiou/
awesome-agentic-ai-zh

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

4.4k568Python
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.

4.3k994Jupyter Notebook
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 calling, and supports plugins.

4.1k745Python
homeassistant-ai/
ha-mcp

The Unofficial and Awesome Home Assistant MCP Server

3.9k158Python
Atmosphere/
atmosphere

Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.

3.8k759Java
IvanMurzak/
Unity-MCP

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

3.5k317C#
atilaahmettaner/
tradingview-mcp

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global exchanges. Hosted or self-host.

3.5k738Python
metorial/
metorial

Connect any AI model to 1200+ integrations (MCP, CLI, API)

In catalog: Metorial
3.3k362TypeScript
yvgude/
lean-ctx

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

3.2k295Rust
callstack/
agent-device

CLI to control iOS and Android devices for AI agents

3.2k175TypeScript
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-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

3.1k396TypeScript
blazickjp/
arxiv-mcp-server

A Model Context Protocol server for searching and analyzing arXiv papers

3.0k236Python
taylorwilsdon/
google_workspace_mcp

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

2.8k861Python
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