fetch
Reference
Official MCP reference server (fetch); see repo README.
MCP servers written in Python
MCP Atlas tracks 160 servers whose main language is Python. 112 (70%) were updated in the last 30 days, and the most common categories are Uncategorized (40), AI, Memory & RAG (20), Coding Agents & Code Context (16), Finance & Crypto (10).
Other languages: TypeScript · Go · Rust · JavaScript · Java
git
Reference
Official MCP reference server (git); see repo README.
time
Reference
Official MCP reference server (time); see repo README.
TrendRadar
Community Install unverified
⭐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，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
serena
Community Install unverified
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
python-sdk
Install unverified
The official Python SDK for Model Context Protocol servers and clients
FunASR
Community Install unverified
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Douyin_TikTok_Download_API
Community Install unverified
🚀 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, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up.
docker-android
Community Install unverified
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
ida-pro-mcp
Community Install unverified
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
hexstrike-ai
Community Install unverified
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 bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
mcp
Community Install unverified
Open source MCP Servers for AWS
lamda
Community Install unverified
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 for multi-device clusters and engineered deployments.
klavis
Community Install unverified
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
zotero-mcp
Community Install unverified
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.
tradingview-mcp
Community Install unverified
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.
mcpo
Community Install unverified
A simple, secure MCP-to-OpenAPI proxy server
excel-mcp-server
Community Install unverified
Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.
fast-agent
Community Install unverified
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
linkedin-mcp-server
Community Install unverified
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
hyperresearch
Community Install unverified
Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyperresearch.ai
pipeshub-ai
Community Install unverified
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.
davinci-resolve-mcp
Community Install unverified
MCP server integration for DaVinci Resolve Studio
py-xiaozhi
Community Install unverified
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
google_workspace_mcp
Community Install unverified
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
fli
Community Install unverified
Google Flights MCP, CLI and Python Library
arxiv-mcp-server
Community Install unverified
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.
vexa
Community Install unverified
Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.
paper-search-mcp
Community Install unverified
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
mcp-proxy
Community Install unverified
A bridge between Streamable HTTP and stdio MCP transports
jcodemunch-mcp
Community Install unverified
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 saved.
invisible_playwright_mcp
Community Install unverified
Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.
stealth-browser-mcp
Community Install unverified
Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.
mcp-memory-service
Community Install unverified
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
mcp-gsc
Community Install unverified
Google Search Console Insights with Claude AI for SEOs
pg-aiguide
Community Install unverified
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
mcp-brasil
Community Install unverified
MCP Server para 70 APIs públicas brasileiras
OpenOSINT
Community Install unverified
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.
llmwiki
Community Install unverified
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
terravision
Community Install unverified
Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.
mcp-windbg
Community Install unverified
Model Context Protocol for WinDbg.
datagouv-mcp
Community Install unverified
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
MiniMax-MCP
Community Install unverified
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
mcp-server-qdrant
Community Install unverified
An official Qdrant Model Context Protocol (MCP) server implementation
ros-mcp-server
Community Install unverified
Connect AI models like Claude & GPT with robots using MCP and ROS.
arkon
Community Install unverified
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 (MCP) for automated, secure organizational knowledge integration.
tradememory-protocol
Community Install unverified
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.
mysql_mcp_server
Community Install unverified
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
nocturne_memory
Community Install unverified
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
mirobody
Community Install unverified
Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.
jupyter-mcp-server
Community Install unverified
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
reverify
Community Install unverified
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.
open-reverselab
Community Install unverified
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 runnable knowledge base.
coding-tools-mcp
Community Install unverified
Give any AI agent the ability to code
arcade-mcp
Community Install unverified
MCP Server Framework and Tool Development library for building custom capabilities into agents.
alpaca-mcp-server
Community Install unverified
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
mcp-google-sheets
Community Install unverified
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
mcp-neo4j
Community Install unverified
Neo4j Labs Model Context Protocol servers
x-reader
Community Install unverified
Universal content reader MCP Server for 10+ platforms
new-term-radar
Community Install unverified
Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.
MCP Weekly
The new and trending MCP servers of the week, with install configs. One email a week, free.