Data / Repositories / Model Context Protocol / Python
Python Model Context Protocol repositories on GitHub: 165 ranked by stars
165 public Python repositories tagged Model Context Protocol are on GitHub, with 268,118 stars between them; 102 had a push in the last 30 days. The most starred: HKUDS/nanobot (49,026), ahujasid/mcp-for-blender (30,800), PrefectHQ/fastmcp (28,071).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| 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 | 49,026 | 8,629 | MIT | Oct 14 | Oct 14 |
| ahujasid/mcp-for-blender | Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation. | 30,800 | 2,789 | MIT | Oct 6 | Oct 14 |
| PrefectHQ/fastmcp | The fast, Pythonic way to build MCP servers and clients. | 28,071 | 2,473 | Apache-2.0 | Oct 14 | Oct 14 |
| 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… | 20,637 | 2,881 | Apache-2.0 | Oct 2 | Oct 14 |
| mrexodia/ida-pro-mcp | AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. | 12,853 | 1,551 | MIT | Sep 26 | Oct 14 |
| tadata-org/fastapi_mcp | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | 12,022 | 969 | MIT | Nov 24, 2025 | Oct 14 |
| awslabs/mcp | Open source MCP Servers for AWS | 9,779 | 1,806 | Apache-2.0 | Oct 14 | Oct 14 |
| lastmile-ai/mcp-agent | Build effective agents using Model Context Protocol and simple workflow patterns | 8,573 | 895 | Apache-2.0 | Jan 25 | Oct 14 |
| MinishLab/semble | Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read | 6,204 | 276 | MIT | Oct 11 | Oct 14 |
| 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. | 5,387 | 426 | MIT | Oct 8 | Oct 14 |
| homeassistant-ai/ha-mcp | The Unofficial and Awesome Home Assistant MCP Server | 5,069 | 237 | MIT | Oct 14 | Oct 14 |
| 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… | 5,057 | 1,000 | MIT | Oct 14 | Oct 14 |
| 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.… | 4,629 | 922 | Apache-2.0 | Oct 14 | Oct 14 |
| 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. | 4,237 | 469 | MIT | Oct 10 | Oct 14 |
| 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. | 3,873 | 676 | Apache-2.0 | Oct 14 | Oct 14 |
| 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. | 3,217 | 258 | Apache-2.0 | Oct 8 | Oct 14 |
| ahujasid/ableton-mcp | Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP | 3,183 | 434 | MIT | Sep 22 | Oct 14 |
| snyk/agent-scan | Security scanner for AI agents, MCP servers and agent skills. | 3,138 | 288 | Apache-2.0 | Oct 14 | Oct 14 |
| 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… | 2,769 | 375 | Oct 14 | Oct 14 | |
| feder-cr/invisible_playwright_mcp | 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. | 2,752 | 447 | MIT | Oct 13 | Oct 15 |
| IBM/AssetOpsBench | AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and… | 2,355 | 338 | Apache-2.0 | Oct 14 | Oct 14 |
| vibheksoni/stealth-browser-mcp | Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning. | 2,223 | 302 | MIT | Oct 12 | Oct 14 |
| uber/ADR | ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber. | 2,040 | 219 | Apache-2.0 | Oct 13 | Oct 14 |
| doobidoo/mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. | 2,014 | 347 | Apache-2.0 | Oct 14 | Oct 14 |
| 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. | 1,753 | 278 | MIT | Oct 13 | Oct 14 |
| 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. | 1,624 | 269 | Apache-2.0 | Oct 1 | Oct 14 |
| 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… | 1,493 | 297 | Jun 3 | Oct 14 | |
| robotmcp/ros-mcp-server | Connect AI models like Claude & GPT with robots using MCP and ROS. | 1,493 | 214 | Apache-2.0 | Oct 14 | Oct 14 |
| designcomputer/mysql_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases | 1,398 | 261 | MIT | Aug 2 | Oct 14 |
| 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… | 1,305 | 279 | Sep 23 | Oct 14 | |
| 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… | 1,260 | 292 | GPL-3.0 | Sep 29 | Oct 14 |
| massgen/MassGen | MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce… | 1,142 | 178 | Jun 12 | Oct 14 | |
| RyanAlberts/best-of-Agent-Harnesses | Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly. | 1,131 | 66 | CC-BY-SA-4.0 | Oct 9 | Oct 11 |
| ArcadeAI/arcade-mcp | MCP Server Framework and Tool Development library for building custom capabilities into agents. | 1,051 | 120 | MIT | Oct 14 | Oct 14 |
| LiCinCan/blender-ai-mcp-addon | AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with OpenAI, ChatGPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon and… | 969 | 389 | MIT | Oct 20 | Oct 21 |
| arben-adm/mcp-sequential-thinking | Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks. | 954 | 120 | MIT | Sep 25 | Oct 14 |
| marc-shade/world-intel-mcp | 139-tool MCP server for real-time global intelligence from free public APIs: markets, SEC filings, conflict, military, aircraft-cohort early warning, refugee and migration flows… | 944 | 153 | MIT | Oct 12 | Oct 14 |
| SecretiveShell/MCP-Bridge | A middleware to provide an openAI compatible endpoint that can call MCP tools | 925 | 118 | MIT | Dec 8, 2025 | Oct 14 |
| utensils/mcp-nixos | MCP-NixOS - Model Context Protocol Server for NixOS resources | 854 | 47 | MIT | Sep 5 | Oct 14 |
| Anil-matcha/open-agent-connector | Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or… | 838 | 321 | Apache-2.0 | Oct 14 | Oct 14 |
| 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… | 831 | 103 | Apache-2.0 | Aug 21 | Oct 14 |
| 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… | 830 | 126 | MIT | Oct 13 | Oct 14 |
| zinja-coder/jadx-mcp-server | MCP server for JADX-AI Plugin | 802 | 134 | Apache-2.0 | Oct 9 | Oct 14 |
| wshobson/maverick-mcp | Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools. | 705 | 165 | MIT | Oct 13 | Oct 14 |
| dbt-labs/dbt-mcp | A MCP (Model Context Protocol) server for interacting with dbt. | 608 | 138 | Apache-2.0 | Oct 14 | Oct 14 |
| daobataotie/CAD-MCP | CAD MCP Server | 603 | 89 | MIT | Sep 15 | Oct 14 |
| google/mcp-security | 532 | 146 | Apache-2.0 | Oct 6 | Oct 14 | |
| 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. | 519 | 104 | MIT | Oct 11 | Oct 14 |
| adhikasp/mcp-reddit | A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content. | 433 | 54 | MIT | May 11, 2025 | Oct 14 |
| grll/mcpadapt | Unlock 650+ MCP servers tools in your favorite agentic framework. | 426 | 58 | MIT | Oct 24, 2025 | Oct 14 |
| 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… | 405 | 187 | MPL-2.0 | Oct 11 | Oct 14 |
| cbcoutinho/nextcloud-mcp-server | Nextcloud MCP Server | 384 | 92 | AGPL-3.0 | Oct 14 | Oct 14 |
| gts360/django-mcp-server | Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI | 381 | 60 | MIT | Mar 10 | Oct 14 |
| stefanoamorelli/sec-edgar-mcp | A SEC EDGAR MCP (Model Context Protocol) Server | 372 | 100 | AGPL-3.0 | Oct 3 | Oct 14 |
| Wh1isper/mcp-email-server | Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP. | 360 | 134 | BSD-3-Clause | Oct 13 | Oct 14 |
| voska/hass-mcp | Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server. | 346 | 54 | MIT | Oct 10 | Oct 14 |
| elusznik/mcp-server-code-execution-mode | An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP… | 340 | 33 | GPL-3.0 | Dec 5, 2025 | Oct 14 |
| makeplane/plane-mcp-server | Plane's Official Model Context Protocol Server | 340 | 192 | MIT | Oct 8 | Oct 14 |
| Omar-V2/mcp-ical | A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. | 332 | 75 | MIT | Apr 21, 2025 | Oct 14 |
| hemanth/paws-on-mcp | A comprehensive Model Context Protocol (MCP) server implementing the latest specification. | 327 | 19 | Jun 22, 2025 | Oct 14 | |
| adhikasp/mcp-git-ingest | A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. | 314 | 43 | MIT | Jan 26, 2025 | Oct 14 |
| scaleapi/agentenv-framework | Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the… | 312 | 28 | Apache-2.0 | Oct 15 | Oct 15 |
| graygnatconsole/mcp-audit-tool | Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure… | 306 | 5 | MIT | Sep 26 | Oct 15 |
| wiresage/mikrotik-mcp | MCP server for Mikrotik | 301 | 67 | MIT | Oct 11 | Oct 14 |
| Comfy-Org/comfy-mcp | Local MCP server for ComfyUI — run your local ComfyUI from AI agents | 279 | 35 | Oct 14 | Oct 14 | |
| dryeab/mcp-telegram | MCP Server for Telegram | 251 | 39 | MIT | Jun 15, 2025 | Oct 14 |
| gensecaihq/Wazuh-MCP-Server | Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001)… | 251 | 65 | MIT | Oct 9 | Oct 14 |
| wenb1n-dev/mysql_mcp_server_pro | Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能；… | 249 | 46 | MIT | Aug 28, 2025 | Oct 14 |
| montevive/penpot-mcp | Penpot MCP server | 240 | 31 | Nov 1, 2025 | Oct 14 | |
| mikegc-aws/Lambda-MCP-Server | Creates a simple MCP tool server with "streaming" HTTP. | 236 | 50 | MIT-0 | Jun 18, 2025 | Oct 14 |
| adhikasp/mcp-twikit | A Model Context Protocol (MCP) server for interacting with Twitter. | 235 | 40 | MIT | Mar 14, 2025 | Oct 14 |
| 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… | 231 | 48 | AGPL-3.0 | Oct 14 | Oct 14 |
| comet-ml/opik-mcp | Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude… | 222 | 38 | Apache-2.0 | Oct 8 | Oct 14 |
| antarikshc/perfetto-mcp | This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses. | 221 | 30 | Apache-2.0 | Apr 10 | Oct 14 |
| finite-sample/rmcp | R MCP Server | 213 | 15 | MIT | Oct 14 | Oct 14 |
| hirotomasato/yowes | Generate realistic teacher documents (ID cards, licenses, letters) for 13 countries via MCP. | 211 | 76 | MIT | Sep 19 | Oct 15 |
| dddabtc/winremote-mcp | Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP | 208 | 42 | MIT | Sep 30 | Oct 14 |
| jgravelle/jdocmunch-mcp | The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing | 204 | 48 | Oct 14 | Oct 14 | |
| tumf/mcp-shell-server | Secure MCP server for whitelisted shell command execution with stdin, argv pipelines, timeouts, and structured audit logging. | 201 | 51 | MIT | Oct 14 | Oct 14 |
| StarRocks/mcp-server-starrocks | StarRocks MCP (Model Context Protocol) Server | 195 | 67 | Apache-2.0 | Sep 8 | Oct 14 |
| meilisearch/meilisearch-mcp | A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. | 194 | 33 | MIT | Sep 8 | Oct 14 |
| loulanyue/agent-control | High-performance AI Agent Control Plane, Task Orchestration & Model Context Protocol (MCP) Platform | 184 | 6 | Apache-2.0 | Oct 14 | Oct 15 |
| smn2gnt/MCP-Salesforce | MCP Salesforce connector | 178 | 53 | MIT | Jul 29 | Oct 14 |
| sepehr071/awesome-iran-mcp | 24 MCP servers (385 tools) that give AI agents the Iranian web: Digikala, Torob, Divar, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman. | 143 | 16 | MIT | Oct 21 | Oct 21 |
| dedalus-labs/dedalus-mcp-python | A simple and performant Model Context Protocol framework for Python. | 140 | 10 | MIT | Jan 28 | Oct 14 |
| puravparab/Gitingest-MCP | mcp server for gitingest | 137 | 23 | MIT | Mar 21, 2025 | Oct 14 |
| wso2/fhir-mcp-server | FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server. | 137 | 57 | Apache-2.0 | Oct 12 | Oct 14 |
| contextform/freecad-mcp | FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation | 134 | 23 | Aug 15, 2025 | Oct 14 | |
| nkapila6/mcp-local-rag | "primitive" RAG-like web search model context protocol (MCP) server that runs locally. no APIs | 134 | 21 | MIT | Aug 31 | Oct 14 |
| aarora79/aws-cost-explorer-mcp-server | MCP server for understanding AWS spend | 126 | 31 | MIT | Apr 14, 2025 | Oct 14 |
| DareDev256/fcp-mcp-server | MCP server for Final Cut Pro XML. Lets Claude read, edit and generate real timelines: cut detection, markers, roles, transcript-based editing. Published on PyPI as fcp-mcp-server. | 124 | 21 | MIT | Oct 9 | Oct 14 |
| sulaiman013/powerbi-mcp | MCP server for natural language interaction with Power BI datasets | 124 | 51 | MIT | Jul 23 | Oct 14 |
| OSINT-Experts-Society/Consensus-OSINT | OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP… | 119 | 19 | GPL-3.0 | Oct 15 | Oct 15 |
| sadiuysal/crawl4ai-mcp-server | A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted… | 115 | 22 | MIT | Feb 6 | Oct 14 |
| gensecaihq/pfsense-mcp-server | Model Context Protocol (MCP) server for pfSense firewall management. Control firewall rules, VPNs, DNS, DHCP and diagnostics in natural language from Claude Desktop, Claude Code… | 108 | 21 | MIT | Oct 9 | Oct 14 |
| 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… | 104 | 39 | MIT | Sep 25 | Oct 14 |
| georgeantonopoulos/Basecamp-MCP-Server | MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search. | 101 | 43 | MIT | Sep 28 | Oct 14 |
| bsab/italia-mcp-servers | Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro. | 92 | 5 | MIT | Sep 11 | Oct 14 |
| keboola/mcp-server | Model Context Protocol (MCP) Server for the Keboola Platform | 85 | 24 | MIT | Oct 14 | Oct 14 |
| jztan/redmine-mcp-server | MCP server connecting AI assistants to Redmine: issues, projects, wikis, time tracking, agile boards, and CRM, with OAuth2 multi-user support | 84 | 39 | MIT | Oct 14 | Oct 14 |
| zhutoumeme/mcd-git | 用 git 命令点麦当劳：add 放购物车，rebase 凑最省，push 确认后才下单；card 生成 1024 吃麦贡献图（3D 汉堡天际线 / 年度小票）。基于麦当劳 MCP Server，附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。 | 83 | 0 | MIT | Oct 13 | Oct 21 |
| ganhammar/hass-mcp-server | A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home… | 77 | 20 | MIT | Oct 12 | Oct 14 |
| bitDive/mcp-server | BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing… | 75 | 18 | May 30 | Oct 14 | |
| jonashertner/opencaselaw | Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools. CC0 data, MIT code. Live at mcp.opencaselaw.ch | 73 | 17 | MIT | Oct 14 | Oct 14 |
| KuudoAI/amazon_ads_mcp | Amazon Ads MCP - Model Context Protocol server for Amazon Advertising API | 73 | 24 | MIT | Oct 12 | Oct 14 |
| AIAnytime/Awesome-MCP-Servers | A curated directory of Model Context Protocol (MCP) servers, plus runnable reference implementations in Python. | 71 | 178 | MIT | Oct 14 | Oct 14 |
| bethington/cheat-engine-server-python | MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers… | 69 | 9 | MIT | Jan 29 | Oct 14 |
| redhat-data-and-ai/template-mcp-server | Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment. | 66 | 74 | Apache-2.0 | Sep 28 | Oct 14 |
| qinyuanpei/mcp-server-weibo | 基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析，为 AI 应用提供完整的微博数据接入方案。 | 63 | 19 | MIT | Sep 16 | Oct 14 |
| bsab/france-mcp-servers | A curated catalog of Model Context Protocol servers for French data, laws, and services. | 62 | 3 | MIT | Sep 8 | Oct 14 |
| JovaniPink/mcp-browser-use | FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary. | 62 | 12 | MIT | Oct 13 | Oct 14 |
| imprvhub/mcp-domain-availability | A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart… | 60 | 10 | MPL-2.0 | Sep 27 | Oct 14 |
| mukul975/mcp-windows-automation | AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Control Windows apps, automate tasks, and manage systems through natural language commands with Claude… | 59 | 15 | MIT | Jun 3 | Oct 14 |
| nihalxkumar/arch-mcp | Arch Linux MCP (Model Context Protocol) Server | 59 | 15 | GPL-3.0 | Mar 10 | Oct 14 |
| knostic/MCP-Scanner | Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE. | 57 | 8 | MIT | Oct 11 | Oct 14 |
| palewire/datawrapper-mcp | A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants. | 57 | 12 | MIT | Oct 1 | Oct 14 |
| ComputingVictor/MCP-BOE | MCP server para el BOE — Acceso a legislación consolidada, sumarios diarios y tablas oficiales del Boletín Oficial del Estado mediante Model Context Protocol y API REST. | 56 | 15 | MIT | Aug 27 | Oct 14 |
| bsab/sweden-mcp-servers | A curated catalog of Model Context Protocol servers for Swedish data, laws and services. | 55 | 0 | MIT | Sep 23 | Oct 14 |
| vanto/beanquery-mcp | Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using… | 53 | 5 | MIT | Apr 1, 2025 | Oct 14 |
| AnalyticAce/binance-mcp-server | Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. | 50 | 21 | MIT | Sep 15 | Oct 14 |
| MarcusJellinghaus/mcp-workspace | MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory. | 48 | 16 | MIT | Oct 14 | Oct 14 |
| trendsmcp-ai/Trends-MCP | MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Traffic, App Downloads, Steam, npm and more. Works with… | 44 | 3 | MIT | Aug 29 | Oct 14 |
| EncrEor/rlm-claude | Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper | 39 | 10 | MIT | Oct 7 | Oct 14 |
| couchbase/mcp-server-couchbase | Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella | 35 | 35 | Apache-2.0 | Oct 14 | Oct 14 |
| jtauschl/openproject-ce-mcp | MCP server for OpenProject Community Edition: projects, work packages, time tracking, meetings, wiki and more as preview-first tools for AI agents such as Claude Code, Codex and… | 33 | 14 | MIT | Oct 14 | Oct 14 |
| mcparmory/registry | Production-ready MCP servers for 70+ APIs — GitHub, Google, Notion, Jira & more. Generated from OpenAPI specs, tested against live APIs. Works with Claude Desktop, Cursor, Codex &… | 32 | 4 | May 12 | Oct 14 | |
| jschuller/mcp-server-servicenow | ServiceNow MCP server for Claude Code, GitHub Copilot, Codex and any MCP client: Table API, CMDB, schema, aggregates and update sets, plus four guided skills. Read-only identities… | 24 | 11 | MIT | Oct 13 | Oct 14 |
| deltawi/deltallm | Self-hosted LLM gateway with SSO, audit logs, client access controls, routing, and usage tracking. OpenAI-compatible and MIT licensed. | 20 | 2 | MIT | Oct 14 | Oct 14 |
| rdmgator12/awesome-claude-plugins | Community-maintained directory of plugins in Anthropic's official Claude Plugins catalog — 333 plugins (skills, MCP servers, slash commands, sub-agents, hooks) for Claude Code and… | 18 | 7 | CC0-1.0 | Aug 11 | Oct 14 |
| star-ga/mind-mem | Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure. | 18 | 4 | Apache-2.0 | Oct 14 | Oct 14 |
| sunilgentyala/aegis-integrity | Free, local-first academic integrity checker and MCP server: citation hallucination detection, AI-text and plagiarism signals, venue guideline checks (IEEE, ACM, Elsevier).… | 17 | 5 | MIT | Oct 14 | Oct 14 |
| olanokhin/openresearch-mcp | Zero-auth, security-hardened cross-domain research MCP server: web, academic, GitHub, news, weather, macro/finance, SEC, biomedical, Bluesky, YouTube. SSRF and prompt-injection… | 11 | 1 | Apache-2.0 | Jul 8 | Oct 14 |
| javiarmesto/Workshop-MCP-Server-Directions-Lab | Python STDIO MCP workshop with local mock data and an optional connection to your Business Central sandbox. | 10 | 3 | Oct 6 | Oct 14 | |
| Luc0-0/GodProfile | The ultimate AI Agent skillset. An official MCP Server packed with 16 world-class tools to autonomously convert standard markdown into animated, glassmorphic GitHub Profile… | 10 | 2 | Apr 29 | Oct 14 | |
| elad12390/web-research-assistant | MCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub integration, error translation, API docs, and more | 9 | 4 | MIT | Aug 4 | Oct 14 |
| kushalBanda/AI-Engineer | Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module. | 9 | 2 | MIT | Oct 9 | Oct 14 |
| Alpha-Park/awesome-ai-agent-skills | Categorized index of 718 public GenPark AI agent skills, with tested Python packages and MCP integrations. | 8 | 0 | MIT | Oct 12 | Oct 14 |
| ellmos-ai/bach | BACH v3.13.0-bluesky: local-first text-based OS for LLM agents with SQLite memory, 113+ handlers, 550+ tools, MCP servers, scheduler and multi-agent orchestration | 8 | 3 | MIT | Oct 14 | Oct 14 |
| MohammadHijjawi97/since-cutoff | Find which APIs of your pinned Python dependencies changed after your coding model's training cutoff, and give the agent short AGENTS.md / CLAUDE.md notes from a static API diff.… | 8 | 5 | MIT | Oct 11 | Oct 14 |
| Sagargupta16/awesome-mcp-servers | A curated list of MCP (Model Context Protocol) servers, tools, frameworks, and resources | 7 | 66 | CC0-1.0 | Oct 14 | Oct 14 |
| ahtishamdilawar/nuces-flex-MCP | MCP server that connects Claude Desktop or GitHub Copilot to the FAST-NUCES Flex student portal. Query marks, attendance and transcripts in plain English. | 6 | 1 | Sep 1 | Oct 14 | |
| Hulupeep/ruvscan | The AI that finds the code you didn't know you needed - Sublinear-intelligence MCP server for discovering GitHub leverage | 6 | 4 | Nov 9, 2025 | Oct 14 | |
| nicotem/exegete | Exegete: full feature, qualitative data analysis through a conversation with your AI assistant, compatible with QualCoder projects. Runs on your computer as an MCP server… | 6 | 0 | LGPL-3.0 | Oct 14 | Oct 14 |
| zrk222/code-factory | Evidence-first audits for AI-generated code: prove tests can fail, catch security and release gaps, and ship reviewable receipts across VS Code, JetBrains, CI, MCP, and App Store… | 6 | 0 | Oct 14 | Oct 14 | |
| crypto-ninja/mcp-server-for-Github | Updated description by github_update_repository test | 5 | 0 | Jul 28 | Oct 14 | |
| kdev1966/Handoff-CLI | Shared, persistent memory for your AI coding assistants (Claude Code, Copilot, Cursor, Gemini CLI, Codex…): a local MCP server and CLI that hand work over between tools… | 5 | 1 | MIT | Oct 14 | Oct 14 |
| Lipdog/fossick-mcp | Search all of GitHub from your AI agent — find libraries, drill into repos, search code patterns. MCP server for Claude, Cursor, and other agents. | 4 | 1 | MIT | Apr 13 | Oct 14 |
| manuelblinkert/second-brain-github-mcp | Authenticated remote MCP server for Claude, ChatGPT, and other AI apps to safely read and write one GitHub-backed second-brain vault — single-user or team, with per-member commit… | 4 | 1 | MIT | Oct 8 | Oct 14 |
| ryan-phq2005h1/github-mcp-server | Official GitHub MCP Server — connect AI agents to GitHub API | 4 | 0 | MIT | Aug 5 | Oct 14 |
| sassyconsultingllc/SassyMCP | One MCP server, 270 tools, replaces 75+ — files, shell, GitHub, Android, desktop vision, security & forensics, persistent memory. Smart context-saving tool loading, safe-delete… | 4 | 3 | Oct 1 | Oct 14 | |
| valteresj2/agent-hangar | One home for every AI agent. Build, test and ship agents once, then use them from Claude, ChatGPT, Codex, Cursor, VS Code or Slack (MCP, OpenAI-compatible, A2A, ACP). Self-hosted… | 3 | 2 | Apache-2.0 | Oct 14 | Oct 14 |
| 0xBakeer/slim-github-mcp | A read-only GitHub MCP server that returns small, capped results — built for local models | 2 | 0 | MIT | Aug 23 | Oct 14 |
| ALX-CODE/SyncFL-MCP | 143-tool FL Studio MCP: compose, arrange, mix and analyze audio. 50 plugin profiles, 4,872 named controls and 1,148 qualified mappings. Background control on supported native… | 2 | 0 | MIT | Oct 13 | Oct 14 |
| dagonet/mcp-dev-servers | Six MCP servers (58 tools) for Claude Code: git, GitHub, .NET, Rust, Ollama, template-sync. One pip install. | 2 | 0 | MIT | Sep 19 | Oct 14 |
| flickleafy/mcp-github-repo-creator | MCP GitHub Repository Creator - A Model Context Protocol server that provides tools for AI applications like GitHub Copilot to automatically analyze repositories and create GitHub… | 2 | 1 | GPL-3.0 | Aug 10, 2025 | Oct 14 |
| PurpleHaze2320/mcp-ecosystem-scanner | Automated registry of 450+ MCP (Model Context Protocol) servers. Crawls GitHub daily, validates servers, and quality-scores the entire ecosystem. | 2 | 0 | MIT | Oct 14 | Oct 14 |
| sunnamed434/awesome-mcp-registry | AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official registry, analyzed and ranked by AI weekly. | 2 | 7 | MIT | Oct 11 | Oct 14 |
| suyu-creator/github-code-rag-mcp | MCP server for real-time GitHub code search and reuse. FTS5 full-text index + Bing fallback + bonus requirements analysis Agent. Zero git clone, zero vector DB, only 1 dependency. | 2 | 0 | MIT | Aug 25 | Oct 14 |
| 1186247283zj-pixel/github-mcp-server-lite | 零依赖 GitHub MCP server：Python 标准库实现，用 PAT 直连 REST API，绕开 OAuth 与 npm。24 个工具。 | 1 | 0 | MIT | Sep 4 | Oct 14 |
| openmodelsrun/mcp | Open-source registry of MCP servers – structured metadata, tools, resources and install configs for the Model Context Protocol ecosystem. | 1 | 44 | MIT | Oct 1 | Oct 14 |
| basitalisandhu/agent-skills-state-2026 | Study of 2,999 public agent skill, plugin and MCP repositories (October 2026): missing security policies, unpinned MCP servers, unrestricted shell in skills, front matter that… | 0 | 0 | MIT | Oct 13 | Oct 14 |
| chris-page-gov/gis-ai-go | Autonomous Codex 5.6(to 6.1)-Sol-Ultra -> GPT6-Astra-Sol Ultra) development of governed UK geospatial knowledge and action for people, systems and AI agents under open development… | 0 | 0 | MIT | Oct 13 | Oct 14 |
| nhevers/mcp-github | MCP server for GitHub operations | 0 | 1 | Jan 26 | Oct 14 | |
| tomelias10/mcp-drift-check | Static MCP package-reference mutability checker: Python CLI and GitHub Action. No discovered server execution. Broader config/baseline tools: Orynval Labs. | 0 | 5 | MIT | Oct 11 | Oct 14 |
| useapi/muse-api | Meta Muse API examples (muse.ai) + hosted MCP server: 27 tools for Claude Code, Cursor, VS Code. AI images and 10-second videos with sound on your own Muse account, free plan… | 0 | 0 | MIT | Oct 14 | Oct 14 |
Other languages
- TypeScript 199
- JavaScript 52
- Go 32
- Rust 10
- C# 9
- HTML 5
- Java 4
Related topics
- MCP 453
- MCP server 290
- Claude 161
- AI agents 153
- AI 116
- LLM 109
- TypeScript 99
- Python 78
- Claude Code 76
- Cursor 76
- AI tools 54
- Developer tools 50
Every Model Context Protocol repository
Read from GitHub by SpecStream between October 11, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.