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Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and

MCP server to automate SolidWorks using Claude AI — 22 tools for parts, sketches & features

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extr

🔮 Platform-neutral Browser Use for AI agents: real Chrome automation with a CLI + SDKs, no lock-in, dead simple.

一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。

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

Google Flights MCP, CLI and Python Library

Unreal Engine Vibe Coding tool

All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP

OAuth-based multi-user Slack MCP server with HTTP transport

A metasearch library that aggregates results from diverse web search services

The AI command center for Google Ads, GA4, and tracking code.

MCP Server para 70 APIs públicas brasileiras

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. E

A Claude MCP server providing secure access to Android project files for AI-assisted code navigation and analysis.

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-a

Rimworld Coding RAG MCP server

Learn GenAI and Agentic AI from Zero to Production

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

MCPcat is an analytics platform for MCP server owners 🐱.

The best-benchmarked open-source memory system for AI coding assistants

Zerodha MCP Server & Client - AI Agent (w/Agno & w/Google ADK)

A high performance MCP client sdk for python

Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps

Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrat

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

15 AIMarket hub plugins — TEE escrow, channels, reputation, safety, and more.

This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda fu

A Python-based MCP server that lets Claude run boto3 code to query and manage AWS resources. Execute powerful AWS operat

AI-powered architecture diagram generator with MCP server integration. Create professional cloud diagrams (AWS, Azure, G

🚀 Beyond Filesystem - Complete AI Development Environment - One MCP Server provides full Agent capability stack: web de

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data

MCP that provides controlled and secure SQL Server database access for LLM applications.

yfinance-mcp

A MCP server that enables you to search and retrieve AWS Black Belt Online Seminar content, including PDFs, and YouTube

Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/pa

Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data

Run AI agents fully autonomously on a filesystem directory — MCP servers and skills enabled, with zero human approvals o

MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools b

Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub,

MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Tra

An autonomous agent that conducts deep research on any data using any LLM providers