Data / Repositories / LLM / Python
Python LLM repositories on GitHub: 182 ranked by stars
182 public Python repositories tagged LLM are on GitHub, with 1,967,242 stars between them; 127 had a push in the last 30 days. The most starred: NousResearch/hermes-agent (253,698), Shubhamsaboo/awesome-llm-apps (141,709), Graphify-Labs/graphify (126,431).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| NousResearch/hermes-agent | The agent that grows with you | 253,698 | 55,025 | MIT | Oct 14 | Oct 14 |
| Shubhamsaboo/awesome-llm-apps | 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. | 141,709 | 20,831 | Apache-2.0 | Oct 13 | Oct 14 |
| Graphify-Labs/graphify | Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local… | 126,431 | 12,200 | Apache-2.0 | Oct 14 | Oct 14 |
| unclecode/crawl4ai | Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. | 85,530 | 8,879 | Apache-2.0 | Oct 14 | Oct 14 |
| shareAI-lab/learn-claude-code | Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | 78,586 | 12,578 | MIT | Sep 28 | Oct 14 |
| headroomlabs-ai/headroom | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP… | 75,347 | 5,847 | Apache-2.0 | Oct 13 | Oct 14 |
| rohitg00/ai-engineering-from-scratch | Learn AI Engineering! Learn it. Build it. Ship it for others. | 69,043 | 12,089 | MIT | Oct 14 | Oct 14 |
| sansan0/TrendRadar | 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… | 62,905 | 24,903 | GPL-3.0 | Oct 13 | Oct 14 |
| BerriAI/litellm | The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock… | 61,238 | 12,329 | Oct 14 | Oct 14 | |
| MemPalace/mempalace | The best-benchmarked open-source AI memory system. And it's free. | 59,564 | 7,563 | MIT | Oct 14 | Oct 14 |
| hesreallyhim/awesome-claude-code | A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at… | 55,673 | 4,822 | Oct 14 | Oct 14 | |
| 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 |
| zhayujie/CowAgent | Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel.… | 47,401 | 10,393 | MIT | Oct 14 | Oct 14 |
| AstrBotDevs/AstrBot | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. | 41,879 | 3,061 | AGPL-3.0 | Oct 14 | Oct 14 |
| HKUDS/Vibe-Trading | "Vibe-Trading: Your Personal Trading Agent" | 35,480 | 5,753 | MIT | Oct 14 | Oct 14 |
| agentscope-ai/agentscope | Build and run agents you can see, understand and trust. | 33,246 | 3,657 | Apache-2.0 | Oct 14 | Oct 14 |
| onyx-dot-app/onyx | Open Source AI Platform - AI Chat with advanced features that works with every LLM | 32,453 | 4,560 | Oct 14 | Oct 14 | |
| tirth8205/code-review-graph | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on… | 32,145 | 2,943 | MIT | Oct 6 | Oct 14 |
| getzep/graphiti | Build Real-Time Knowledge Graphs for AI Agents | 31,745 | 3,267 | Apache-2.0 | Oct 14 | Oct 14 |
| ScrapeGraphAI/Scrapegraph-ai | Python scraper based on AI | 31,623 | 3,221 | MIT | Oct 6 | Oct 8 |
| 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 |
| assafelovic/gpt-researcher | An autonomous agent that conducts deep research on any data using any LLM providers | 30,095 | 4,128 | Apache-2.0 | Oct 10 | 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 |
| 1Panel-dev/MaxKB | MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 | 22,972 | 3,195 | GPL-3.0 | Oct 14 | Oct 14 |
| jundot/omlx | LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar | 22,795 | 2,019 | Apache-2.0 | Oct 14 | Oct 14 |
| comet-ml/opik | Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. | 22,597 | 1,858 | Apache-2.0 | Oct 14 | Oct 14 |
| browser-use/browser-harness | Browser Harness | Self-healing harness that enables LLMs to complete any task. | 18,432 | 1,818 | MIT | Oct 13 | Oct 14 |
| arc53/DocsGPT | Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | 18,319 | 2,208 | MIT | Oct 14 | Oct 14 |
| langbot-app/LangBot | Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ… | 18,160 | 1,652 | Apache-2.0 | Oct 14 | Oct 14 |
| wanshuiyin/Auto-claude-code-research-in-sleep | ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no… | 17,471 | 1,470 | MIT | Oct 7 | Oct 14 |
| composio-community/awesome-codex-skills | A curated list of practical Codex skills for automating workflows across the Codex CLI and API. | 16,902 | 1,674 | Jul 26 | Oct 14 | |
| Arindam200/awesome-ai-apps | A collection of projects showcasing RAG, agents, workflows, and other AI use cases | 16,184 | 1,853 | MIT | Oct 9 | Oct 14 |
| semantica-agi/semantica | Graph-Native Infrastructure for Context and Accountable AI Systems | 14,039 | 1,630 | MIT | Oct 14 | Oct 14 |
| StarTrail-org/LEANN | [MLsys2026 Best Paper]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. | 13,027 | 1,184 | MIT | Oct 14 | Oct 14 |
| 0x4m4/hexstrike-ai | 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… | 12,786 | 2,612 | MIT | Aug 3 | 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 |
| Arize-ai/phoenix | AI Observability & Evaluation | 11,834 | 1,203 | Oct 14 | Oct 14 | |
| langchain-ai/open-swe | An Open-Source Asynchronous Coding Agent | 11,017 | 1,310 | MIT | Oct 14 | Oct 14 |
| omnigent-ai/omnigent | Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies… | 10,807 | 1,744 | Apache-2.0 | Oct 14 | Oct 14 |
| OpenPipe/ART | Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and… | 10,800 | 1,007 | Apache-2.0 | Oct 12 | Oct 14 |
| Thysrael/Horizon | Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达 | 9,659 | 1,504 | MIT | 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 |
| plastic-labs/honcho | Memory library for building stateful agents | 7,610 | 938 | AGPL-3.0 | Oct 14 | Oct 14 |
| Tencent/AI-Infra-Guard | A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation. | 6,868 | 661 | Apache-2.0 | Oct 14 | Oct 14 |
| adbar/trafilatura | Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML | 6,845 | 433 | Apache-2.0 | Sep 21 | Sep 21 |
| julep-ai/julep | Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step. | 6,574 | 968 | Apache-2.0 | Aug 6 | Oct 14 |
| ikaijua/Awesome-AITools | Collection of AI-related utilities. Welcome to submit pull requests /收藏AI相关的实用工具，欢迎提交pull requests | 6,223 | 875 | CC-BY-4.0 | Oct 13 | Oct 14 |
| FlorianBruniaux/claude-code-ultimate-guide | The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines. | 6,154 | 808 | CC-BY-SA-4.0 | Oct 13 | Oct 14 |
| Klavis-AI/klavis | Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale | 5,810 | 563 | Apache-2.0 | Jun 1 | Oct 14 |
| zenml-io/zenml | ZenML : One AI Platform from Pipelines to Agents. | 5,616 | 663 | Apache-2.0 | Oct 14 | Oct 14 |
| SenteLabsAI/OpenExecutive | AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist agents (FastAPI + Next.js). | 5,600 | 596 | Apache-2.0 | Oct 14 | Oct 14 |
| vitali87/code-graph-rag | The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs | 5,256 | 699 | MIT | Oct 14 | Oct 14 |
| mangiucugna/json_repair | Repair malformed JSON from LLMs, APIs, logs, and user input in Python. | 5,118 | 221 | MIT | Oct 9 | Oct 11 |
| homeassistant-ai/ha-mcp | The Unofficial and Awesome Home Assistant MCP Server | 5,069 | 237 | MIT | Oct 14 | Oct 14 |
| aipotheosis-labs/aci | ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The… | 4,910 | 488 | Apache-2.0 | May 28 | Oct 14 |
| alvinreal/awesome-opensource-ai | Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated. | 4,861 | 684 | CC0-1.0 | Oct 10 | Oct 11 |
| gptme/gptme | Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top! | 4,448 | 450 | MIT | Oct 14 | Oct 14 |
| algorithmicsuperintelligence/optillm | Optimizing inference proxy for LLMs | 4,317 | 394 | Apache-2.0 | Oct 11 | 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 |
| basicmachines-co/basic-memory | AI conversations that actually remember. Never re-explain your project to your AI again. | 4,172 | 314 | AGPL-3.0 | Oct 14 | Oct 14 |
| pipeshub-ai/pipeshub-ai | 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… | 3,833 | 600 | Apache-2.0 | Oct 14 | Oct 14 |
| aiming-lab/SimpleMem | [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal | 3,831 | 404 | MIT | Jul 24 | Oct 14 |
| HolmesGPT/holmesgpt | SRE Agent - CNCF Sandbox Project | 3,596 | 525 | Apache-2.0 | Oct 14 | Oct 14 |
| taylorwilsdon/google_workspace_mcp | Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool | 3,336 | 1,051 | MIT | Oct 9 | Oct 14 |
| taishi-i/awesome-ChatGPT-repositories | A curated list of open source GitHub repositories related to ChatGPT, the OpenAI API, and Codex. Searchable via Claude Code and Codex skills. | 3,292 | 495 | CC0-1.0 | Oct 12 | 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 |
| GH05TCREW/pentestagent | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | 3,180 | 629 | MIT | Oct 12 | Oct 14 |
| MemMachine/MemMachine | Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation… | 3,068 | 220 | Apache-2.0 | Oct 13 | Oct 14 |
| MiniMax-AI/Mini-Agent | A minimal yet professional single agent demo project that showcases the core execution pipeline and production-grade features of agents. | 3,055 | 449 | MIT | Feb 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 | |
| yibie/awesome-jev | A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions. | 2,350 | 359 | Oct 15 | Oct 15 | |
| jimmc414/onefilellm | Specify a github or local repo, github pull request, arXiv or Sci-Hub paper, Youtube transcript or documentation URL on the web and scrape into a text file and clipboard for… | 2,019 | 178 | MIT | Jun 12 | Sep 21 |
| zi-yue-1129/DATAGEN | DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. | 1,809 | 254 | MIT | Oct 14 | Oct 14 |
| Mcp-Brasil/mcp-brasil | MCP Server para 70 APIs públicas brasileiras | 1,808 | 281 | MIT | Sep 19 | 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 |
| kaushikb11/awesome-llm-agents | A curated list of awesome LLM agents frameworks. | 1,604 | 369 | CC0-1.0 | Oct 4 | Oct 11 |
| scadastrangelove/awesome-ai-security-tools | A curated list of public-source, research, and commercial tools for AI security and AI-assisted cybersecurity — autotriage, agent security, AI/ML supply chain, pentest agents, AI… | 1,602 | 401 | Oct 8 | Oct 11 | |
| qdrant/mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | 1,548 | 307 | Apache-2.0 | Sep 4 | Oct 14 |
| NPC-Worldwide/npcpy | The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more. | 1,514 | 125 | MIT | Oct 10 | Oct 11 |
| Paritok-official/paritok-4b-v1 | Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context… | 1,459 | 140 | Apache-2.0 | Oct 6 | 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 |
| raznem/parsera | Lightweight library for scraping web-sites with LLMs | 1,358 | 78 | GPL-2.0 | Dec 17, 2025 | Sep 21 |
| 0xsline/awesome-deepseek-harness | DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic. | 1,160 | 416 | CC0-1.0 | Oct 10 | Oct 11 |
| 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 |
| garylab/MakeMoneyWithAI | A list of open-source AI projects you can use to generate income easily. | 1,112 | 166 | Oct 10 | Oct 11 | |
| rogue-security/rogue | AI Agent Evaluator & Red Team Platform | 1,068 | 164 | Aug 4 | Oct 14 | |
| pathintegral-institute/mcpm.sh | CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features. | 1,012 | 158 | MIT | Oct 8 | 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 |
| rohitg00/kubectl-mcp-server | Published in CNCF Landscape: A MCP server for Kubernetes. | 964 | 186 | MIT | Apr 8 | Oct 14 |
| zamalali/DeepGit | Deep research agent to help you find the best GitHub repositories ! | 918 | 97 | MIT | Aug 30 | Oct 14 |
| ariadng/metatrader-mcp-server | Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform | 827 | 266 | MIT | Mar 28 | 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 |
| zinja-coder/apktool-mcp-server | A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) | 672 | 68 | Apache-2.0 | Jul 2 | Oct 14 |
| AnotiaWang/awesome-decision-models | A curated list of decision models (System One / typed decision models): hosted APIs, open-weight models, runtimes, SDKs, applications, benchmarks, and papers. | 648 | 131 | CC0-1.0 | Oct 15 | Oct 15 |
| redis/mcp-redis | The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently | 634 | 120 | 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 |
| kydlikebtc/awesome-jev | 1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks… | 601 | 25 | Oct 15 | Oct 15 | |
| concierge-hq/concierge | Universal SDK for building next-gen MCP servers | 528 | 97 | Jun 9 | 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 |
| hyperb1iss/droidmind | Control your Android devices with AI using Model Context Protocol | 438 | 58 | Apache-2.0 | Jan 7 | 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 |
| ohdearquant/lionagi | An intelligence orchestra | 412 | 85 | Apache-2.0 | Oct 14 | 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 |
| massive-com/mcp_massive | An MCP server for Massive.com Financial Market Data | 396 | 114 | MIT | Oct 8 | Oct 14 |
| owndev/Open-WebUI-Functions | Open-WebUI-Functions is a collection of custom pipelines, filters, and integrations designed to enhance Open WebUI. These functions enable seamless interactions with Azure AI… | 389 | 51 | Apache-2.0 | Oct 11 | Oct 14 |
| jianruntech/geo-score | Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and… | 374 | 5 | MIT | Oct 14 | Oct 14 |
| stefanoamorelli/sec-edgar-mcp | A SEC EDGAR MCP (Model Context Protocol) Server | 372 | 100 | AGPL-3.0 | Oct 3 | Oct 14 |
| NousResearch/hermes-official-plugins | The official plugins for Hermes Agent, built and maintained by Nous Research: Home Assistant, Spotify, Claude Subscription DirectSDK and more, one install away from the Hermes… | 358 | 56 | MIT | Oct 21 | Oct 21 |
| 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 |
| Ayzzz123/mcd-coupon-strategist | 麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。 | 342 | 19 | MIT | Oct 14 | Oct 15 |
| 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 |
| 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 |
| proxy-intell/facebook-ads-library-mcp | MCP Server for Facebook ADs Library - Get instant answers from FB's ad library | 313 | 43 | MIT | Aug 12 | Oct 14 |
| wiresage/mikrotik-mcp | MCP server for Mikrotik | 301 | 67 | MIT | Oct 11 | Oct 14 |
| sidharthrajaram/mcp-sse | A working pattern for SSE-based MCP clients and servers | 300 | 55 | Mar 6, 2025 | Oct 14 | |
| Rudra-ravi/wikipedia-mcp | A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs. | 299 | 59 | MIT | May 1 | Oct 14 |
| songconmaisaix31-design/mcpet | 把写代码时的 AI 搭子换上麦当劳制服，养在桌面角落：11:30 喊你干饭、汇报最划算的券、用营养数据把关；跑长任务时同步项目进度与 token 余额。 | 298 | 15 | Oct 16 | Oct 21 | |
| MontrealAI/AGI-Alpha-Agent-v0 | META‑AGENTIC α‑AGI — Mission End‑to‑end: Identify → Out‑Learn → Out‑Think → Out‑Design → Out‑Strategise → Out‑Execute | 293 | 65 | Apache-2.0 | 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 |
| Zijian-Ni/awesome-ai-agents-2026 | A curated list of AI Agent frameworks, tools, platforms, and resources for 2026 — the year agents went mainstream | 246 | 106 | MIT | Oct 8 | Oct 14 |
| montevive/penpot-mcp | Penpot MCP server | 240 | 31 | Nov 1, 2025 | Oct 14 | |
| Amal-David/awesome-jev | Jev demos, projects, SDKs and skills, with source links and a curated X gallery. | 237 | 23 | CC0-1.0 | Oct 15 | Oct 15 |
| portainer/portainer-mcp | Official Portainer MCP server | 237 | 48 | MIT | Oct 8 | 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 |
| jagan-shanmugam/open-streetmap-mcp | An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data. | 228 | 52 | MIT | Jul 12, 2025 | Oct 14 |
| lmwilki/civ6-mcp | An MCP server that lets LLM agents play Civilization VI. | 217 | 45 | MIT | Oct 13 | 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 | |
| matank001/clodfarm | clodfarm (say it out loud): a farm of Claude Code agents. Plant a mission, they split it into sub-agents, open the work, and pace themselves on each account's real 5-hour and… | 193 | 56 | MIT | Oct 14 | Oct 15 |
| christos-antono/NPCTalk | Make any NPC in any game talk back with Fish Audio: skills, a self-hosted voice server and tools for AI coding agents, with a full GTA V example. | 190 | 16 | MIT | Oct 16 | Oct 21 |
| johannesbrandenburger/typst-mcp | Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for… | 183 | 19 | MIT | Apr 18 | Oct 14 |
| ravikiranvm/aws-finops-mcp-server | An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights… | 183 | 55 | MIT | Jun 11, 2025 | Oct 14 |
| frappe/mcp | Frappe MCP allows Frappe apps to function as MCP servers | 169 | 60 | MIT | May 29 | Oct 14 |
| entanglr/zettelkasten-mcp | A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through… | 166 | 32 | MIT | Apr 25, 2025 | Oct 14 |
| zongmin-yu/semantic-scholar-fastmcp-mcp-server | A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. | 165 | 24 | MIT | Mar 20 | Oct 14 |
| Dicklesworthstone/ultimate_mcp_server | Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory… | 161 | 28 | Sep 27 | Oct 14 | |
| GobinFan/python-mcp-server-client | 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-ai 和 crew-ai | 153 | 39 | May 5, 2025 | 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 |
| aliyun/alibaba-cloud-ops-mcp-server | AlibabaCloud CloudOps MCP Server | 132 | 40 | Apache-2.0 | Mar 16 | Oct 14 |
| agent-labs-dev/fastbrowse | A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page. | 120 | 15 | MIT | Oct 14 | Oct 15 |
| avivsinai/langfuse-mcp | A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability | 113 | 29 | MIT | Oct 11 | 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 |
| openlayer-ai/jevals | Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya. | 105 | 11 | MIT | Oct 15 | Oct 15 |
| BkashJEE/hermes-bot-forge | Hermes Agent plugin: say 'make me a ' and your agent builds a complete, working Bot — name, face, SOUL.md, memory, tools, skills, routines, gateway. | 101 | 14 | MIT | Oct 15 | Oct 15 |
| INFOKOM-KI/Wazuh-MCP-Server | Wazuh MCP Server: AI-Driven SOC Automation | 92 | 25 | BSD-3-Clause | Oct 14 | Oct 14 |
| optuna/optuna-mcp | The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs. | 88 | 26 | MIT | Aug 5 | Oct 14 |
| tmonk/mcp-stata | A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (r()/e()), and view graphs in your chat interface. Built for… | 86 | 20 | AGPL-3.0 | May 12 | Oct 14 |
| groovyBugify/aws-security-mcp | A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for… | 84 | 16 | Apache-2.0 | Jul 25, 2025 | Oct 14 |
| hannesrudolph/imessage-query-fastmcp-mcp-server | An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library… | 81 | 18 | Feb 3 | Oct 14 | |
| RayenMlayeh/jevcrawl | MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl. | 80 | 7 | Apache-2.0 | Oct 15 | Oct 21 |
| skyvanguard/awesome-ai-pentesting | A curated list of AI-powered pentesting tools, frameworks, MCP servers, and resources for autonomous cybersecurity operations | 77 | 14 | MIT | Oct 9 | Oct 14 |
| Haohao-end/mcp-agent | A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools… | 74 | 15 | Jul 4 | 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 |
| stefanoamorelli/nasdaq-data-link-mcp | A Nasdaq Data Link MCP (Model Context Protocol) Server | 67 | 15 | MIT | Oct 5 | Oct 14 |
| dremio/dremio-mcp | Dremio MCP server | 53 | 45 | Apache-2.0 | Oct 7 | Oct 14 |
| Kerneta/daidocs | Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM… | 53 | 4 | Apache-2.0 | Oct 7 | Oct 14 |
| ChaoYue0307/awesome-graph-engineering | Engineer the organization, not just the agent. 601 curated resources · 9 design layers · 11 sections · 279 papers & preprints — a field guide, CC0 open dataset, and interactive… | 42 | 7 | CC0-1.0 | Sep 26 | Oct 14 |
| charlesjones-dev/ai-agent-plugins | Plugins for git and project workflows, code audits and release checks. All 13 run in Claude Code, and 8 also run in Codex and Cursor. | 35 | 3 | MIT | Oct 14 | 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 |
| Emily2040/gravitas | Gravitas is a free add-on for Google Antigravity that makes its AI agent check what your answer depends on, tell you kindly when something you assumed is wrong, and still give you… | 25 | 5 | MIT | Oct 11 | Oct 14 |
| eunsanMountain/atlassian-skills | Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in alternative to mcp-atlassian for LLM agents. Compact output, lossless XHTML<->Markdown… | 25 | 9 | MIT | Aug 4 | Oct 14 |
| pranjalbhatia710/descartes-mcp | Doubt, until what remains is certain. An MCP server that recursively doubts every plan decision — grounding each in real evidence or asking you — until it converges. Runs on… | 21 | 0 | MIT | Jun 21 | Oct 14 |
| Artem-Kornilov-pro/mcp-ai-assistant | Personal AI assistant powered by LLM and MCP servers. Control files, GitHub repositories, and Google Sheets through natural language — all from the terminal. 134 tools, async chat… | 20 | 1 | MIT | Sep 5 | Oct 14 |
| XAIHT/Tlamatini | Tlamatini is a self-hosted AI developer assistant for local or cloud LLMs: hybrid RAG (FAISS+BM25) over your codebase, a 100+ tool Multi-Turn engine, an 86-agent visual workflow… | 15 | 1 | MIT | Oct 14 | Oct 14 |
| virsi/logisim-mcp | MCP server for [Logisim Evolution]( 4.x. Lets an LLM design, edit and verify digital circuits in .circ format without ever opening the GUI. | 14 | 2 | MIT | May 14 | Oct 14 |
| ModernOps888/the-forge | Multi-Agent Code Evolution Platform — 4 LLMs compete, evolve, and breed code through a JIT compiler judge | 13 | 4 | MIT | Oct 14 | 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 |
| 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 |
| 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 |
| wanzunz/github_graphql_api_mcp | A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval… | 4 | 1 | Dec 12, 2025 | 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 |
| akadal/assistant | A personal memory core for AI assistants — plain markdown, plain git, no service to run. Two layers, one write gate, sleep consolidation. | 2 | 0 | MIT | Oct 11 | Oct 14 |
| mymadhavyadav07/Github-MCP-Server | A light weight Model Context Protocol (MCP) Server built using FastMCP to enable Github related operations. | 2 | 0 | Aug 4, 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 |
| adityatiwari101104/contribos | Get trusted, get merged, come back: an open-source guide and MCP server for contributors in the AI era. | 1 | 3 | MIT | Oct 14 | Oct 14 |
| JAIS0N/github-mcp-server-py | A local Model Context Protocol (MCP) server that connects to the GitHub API and exposes simple tools for Claude Desktop (or any MCP client). It can fetch GitHub user information… | 0 | 0 | Mar 13 | Oct 14 | |
| Sami-07/custom-github-mcp-server | A Simple custom-built MCP server that provides GitHub integration features through various tools and resources. | 0 | 0 | May 4, 2025 | Oct 14 |
Other languages
- TypeScript 115
- Rust 35
- Go 20
- JavaScript 18
- C++ 6
- Java 5
- HTML 4
- C# 4
- Swift 4
Related topics
- MCP 273
- AI 208
- MCP server 152
- AI agents 144
- Model Context Protocol 109
- Claude 103
- Agents 100
- Python 77
- Claude Code 65
- TypeScript 64
- Developer tools 53
- Anthropic 50
Read from GitHub by SpecStream between September 21, 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.