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PrefectHQ/fastmcp

FastMCP is a Pythonic framework for building MCP servers and clients, enabling LLMs to connect with tools and data.

23.4K
Active
Python
MCP Frameworks
Python
#mcp#llms#python

ruvnet/ruflo

A leading agent orchestration platform for Anthropic's Claude AI, enabling multi-agent workflows, distributed swarm intelligence, and conversational AI systems.

19.1K
Active
TypeScript
Agents & Orchestration
TypeScript
#agentic-ai#multi-agent#swarm-intelligence

microsoft/mcp-for-beginners

Open-source curriculum for learning the Model Context Protocol (MCP) through cross-language examples.

14.8K
Active
Jupyter Notebook
MCP Frameworks
csharp
#mcp#mcp-client#mcp-server

mcp-use/mcp-use

mcp-use is a framework for interacting with MCP servers, providing custom agents and tools for AI developers.

9.4K
Active
TypeScript
MCP Frameworks
AI Coding Agents
TypeScript
#mcp#ai-agents#ai-tools

lastmile-ai/mcp-agent

Build effective AI agents using Model Context Protocol and simple workflow patterns in Python.

8.1K
Active
Python
Agents & Orchestration
MCP Frameworks
Python
#agents#ai#mcp

Upsonic/Upsonic

An agent framework for fintech and banks, with support for AI tools like OpenAI and LLMs.

7.8K
Active
Python
LLM Frameworks
API Clients & Testing
Python
#agent#fintech#banking

CoplayDev/unity-mcp

Unity MCP acts as a bridge, allowing AI assistants to interact with the Unity Editor and automate tasks.

6.6K
Active
C#
AI App Builders
MCP Frameworks
Unity
#ai-integration#unity3d#mcp

firecrawl/firecrawl-mcp-server

Firecrawl MCP Server adds powerful web scraping and search capabilities to AI language models like Cursor and Claude.

5.7K
Active
JavaScript
MCP Servers
LLM Wrappers & SDKs
JavaScript
#web-scraping#search-api#llm-integration

appcypher/awesome-mcp-servers

A curated list of Model Context Protocol (MCP) servers for AI coding tools and the vibe coder ecosystem.

5.2K
Stable
MCP Servers
AI Tool Connectors
#mcp#model-context-protocol#ai-tools

nanbingxyz/5ire

A cross-platform AI assistant and MCP client that supports local knowledge bases and tools via the Model Context Protocol.

5.1K
Active
TypeScript
AI Agents
MCP Clients
TypeScript
#ai-assistant#mcp#knowledge-base

getsentry/XcodeBuildMCP

An MCP server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

4.6K
Active
TypeScript
MCP Servers
IDE Extensions
#mcp#xcode#ai-assistant

casibase/casibase

An open-source enterprise-level AI knowledge base and management platform for chatbots and LLM applications.

4.5K
Active
Go
LLM Frameworks
Agents & Orchestration
#chatbots#llm#knowledge-base

exa-labs/exa-mcp-server

A TypeScript-based server for web search and web crawling, part of the Exa MCP ecosystem.

3.9K
Active
TypeScript
MCP Servers
Search-as-a-Service
TypeScript
#code-search#web-crawling#mcp

IBM/mcp-context-forge

A gateway and registry for the Model Context Protocol (MCP) that enables interoperability between AI tools and LLM applications.

3.4K
Active
Python
MCP Servers
LLM Frameworks
FastAPI
#api-gateway#model-context-protocol#llm-agents

zcaceres/markdownify-mcp

A TypeScript server for converting almost anything to Markdown using the Model Context Protocol.

2.4K
Active
TypeScript
MCP Servers
LLM Frameworks
TypeScript
#markdown#model-context-protocol#ocr

metatool-ai/metamcp

A comprehensive MCP server that provides an aggregator, orchestrator, middleware, and gateway in a single Docker container.

2.1K
Stable
TypeScript
MCP Servers
API Frameworks
TypeScript
#mcp#model-context-protocol#openapi

jamubc/gemini-mcp-tool

An MCP server that enables AI assistants to interact with Google Gemini CLI for large file analysis and codebase understanding.

2.0K
Stable
TypeScript
MCP Servers
AI Code Editors
TypeScript
#ai#codebase-analysis#file-analysis

genieincodebottle/generative-ai

Comprehensive resources for developers working with Generative AI, including projects, use cases, and interview prep.

1.9K
Active
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
Jupyter Notebook
#generative-ai#llm#ai-coding

ravitemer/mcphub.nvim

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

1.7K
Active
Lua
MCP Servers
AI Code Editors
Neovim
#mcp#chatgpt#claude-ai

taylorwilsdon/google_workspace_mcp

Control Google Workspace apps like Gmail, Calendar, Docs, Sheets, and more with AI-powered automation.

1.7K
Active
Python
MCP Servers
Email & Notifications
Python
#google-workspace#g-suite#mcp
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