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AI tools repositories on GitHub: 95 ranked by stars

95 public repositories tagged AI tools are on GitHub, with 445,552 stars between them; 56 had a push in the last 30 days. Most are written in Python (33), TypeScript (28), JavaScript (11). The most starred: farion1231/cc-switch (144,218), paperclipai/paperclip (102,010), zylon-ai/private-gpt (57,575).

SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.

Every repository, most starred first

RepositoryWhat it isLanguageStarsForksLicenseLast pushRead
farion1231/cc-switchA cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.ioRust144,2189,569MITOct 14Oct 14
paperclipai/paperclipThe open-source app everyone uses to manage agents at workTypeScript102,01017,093MITOct 14Oct 14
zylon-ai/private-gptComplete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.Python57,5757,619Apache-2.0Oct 14Oct 14
linshenkx/prompt-optimizerAn AI prompt optimizer for writing better prompts and getting better AI results.TypeScript37,9854,317Oct 13Oct 14
dipakkr/awesome-ai-engineeringA curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.22,3824,834MITJun 17Oct 14
wanshuiyin/Auto-claude-code-research-in-sleepARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no…Python17,4711,470MITOct 7Oct 14
yusufkaraaslan/Skill_SeekersConvert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detectionPython15,1461,552MITSep 30Oct 14
cporter202/API-mega-listThis GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most…JavaScript7,8081,504Oct 12Oct 14
nguyenphutrong/quotioStop juggling AI accounts. Quotio is a beautiful native macOS menu bar app that unifies your Claude, Gemini, OpenAI, Qwen, and Antigravity subscriptions – with real-time quota…Swift4,883323MITOct 10Oct 11
pydantic/logfireAI observability platform for production LLM and agent systems.Python4,512313MITOct 10Oct 11
Mouseww/anything-analyzer全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint…TypeScript3,771658Apache-2.0Oct 6Oct 14
rlaope/oh-my-hermesAll in one plugin for Hermes Agent the coding intelligence, a long-term memory system and model optimized workflow packagesPython3,250244MITOct 10Oct 11
feder-cr/invisible_playwright_mcpPlaywright 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.Python2,752447MITOct 13Oct 15
vibheksoni/stealth-browser-mcpStealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.Python2,223302MITOct 12Oct 14
ai-for-developers/awesome-ai-coding-toolsA curated list of AI-powered coding tools2,157864MITSep 18Oct 14
bergside/typeuiBuild better UI with AITypeScript2,048146Jul 4Oct 14
miscusi-peek/cheatengine-mcp-bridgeConnect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.Lua1,640233MITAug 14Oct 14
0xsline/awesome-deepseek-harnessDeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic.Python1,160416CC0-1.0Oct 10Oct 11
RyanAlberts/best-of-Agent-HarnessesRanked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.Python1,13166CC-BY-SA-4.0Oct 9Oct 11
MacPaw/cleanmymac-cliClean Xcode, Docker, Homebrew, and developer caches, remove project and AI artifacts, analyze storage, and reclaim disk space from the Terminal.1,01450Aug 26Oct 11
marc-shade/world-intel-mcp139-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…Python944153MITOct 12Oct 14
utensils/mcp-nixosMCP-NixOS - Model Context Protocol Server for NixOS resourcesPython85447MITSep 5Oct 14
cyanheads/obsidian-mcp-serverRead, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.TypeScript695105Apache-2.0Oct 6Oct 14
PaulDuvall/ai-development-patternsA comprehensive collection of AI development patterns for building software with AI assistance, organized by implementation maturity and development lifecycle phases. Includes…Python66355MITOct 13Oct 14
cporter202/agentic-ai-apisThe ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. Stop wasting weeks building…JavaScript651172Oct 13Oct 14
RoggeOhta/awesome-codex-cliCurated list of 150+ tools, skills, subagents & plugins for OpenAI Codex CLI547328CC0-1.0Sep 6Oct 14
angelnicolasc/graymatter30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.Go48341MITOct 9Oct 14
Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-serverKindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop…Python39934MITOct 10Oct 14
VoltAgent/official-mcp-serversA curated directory of 390+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.37575MITOct 20Oct 21
mjyoo2/OverleafMCPModel Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with…JavaScript31141MITMay 3Oct 14
JSONbored/awesome-claudeHeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets: agents, MCP servers, skills, commands, hooks, rules, guides, tools, jobs, Raycast…MDX301159MITAug 16Oct 14
wiresage/mikrotik-mcpMCP server for MikrotikPython30167MITOct 11Oct 14
breakstageaxe61/genspark-clawCommunity skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep)…JavaScript2971MITSep 26Oct 15
aartiq/servicenow-mcpServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery…TypeScript267115Sep 23Oct 14
cyanheads/git-mcp-serverClone, commit, diff, branch, merge, rebase, cherry-pick, stash, tag, and manage worktrees in local git repos via MCP. STDIO or Streamable HTTP.TypeScript24157Apache-2.0Sep 26Oct 14
salacoste/mcp-n8n-workflow-builderAI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol.…JavaScript23556MITSep 13Oct 14
initMAX/zabbix-mcp-serverMCP 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…Python23148AGPL-3.0Oct 14Oct 14
toolsdk-ai/toolsdk-mcp-registryMCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...TypeScript197454MITOct 12Oct 14
mcp-shark/mcp-sharkWireshark-like forensic analysis for Model Context Protocol communications Capture, inspect, and investigate all HTTP requests and responses between your IDE and MCP serversJavaScript17915Apr 26Oct 14
MatanYemini/bitbucket-mcpBitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIsJavaScript166109MITMay 11Oct 14
cyanheads/pubmed-mcp-serverSearch PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.TypeScript16024Apache-2.0Oct 12Oct 14
GopherSecurity/gopher-mcpC++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security, observability, connectivity. Stdio, HTTP+SSE, Streamable HTTP…C++14924Apache-2.0Oct 12Oct 14
augmnt/augments-mcp-serverComprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.TypeScript12720MITMar 13Oct 14
democratize-technology/vikunja-mcpModel Context Protocol server for Vikunja task management. Enables AI assistants to interact with Vikunja instances via MCP.TypeScript11164MITFeb 15Oct 14
dx-corp/deep-code-reasoning-mcpA Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AITypeScript10914MITOct 14Oct 14
AskTheWay/dsh-auto-memoryClaude Code-style auto-memory plugin for DeepSeek Harness (dsh): typed memory files + MEMORY.md index auto-injected into the system prompt. File-only, no external services.TypeScript1067MITOct 13Oct 15
hloiseau/mcp-goplsModel Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.Go10411Apache-2.0Jun 22Oct 14
BkashJEE/hermes-bot-forgeHermes Agent plugin: say 'make me a ' and your agent builds a complete, working Bot — name, face, SOUL.md, memory, tools, skills, routines, gateway.Python10114MITOct 15Oct 15
atlas-bear/osint-ai-guideComprehensive guide to AI applications in OSINT workflows and intelligence analysisPython957CC-BY-4.0Oct 14Oct 14
efforthye/fast-filesystem-mcpA high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.TypeScript6422Apache-2.0May 23Oct 14
isdaniel/mcp_weather_serverA Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.Python6136Apache-2.0Sep 9Oct 14
rohitsoni1010/mcp-gearboxA modern desktop application for managing Model Context Protocol (MCP) servers across multiple AI agentsTypeScript6111MITOct 5Oct 14
imprvhub/mcp-domain-availabilityA Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart…Python6010MPL-2.0Sep 27Oct 14
WillDent/pipedrive-mcp-serverSecure, self-hosted MCP server for Pipedrive CRM with v2 read tools, optional preview-first writes, stdio/HTTP transports, and Docker support.TypeScript6045MITJul 21Oct 14
mukul975/mcp-windows-automationAI-Powered Windows Automation Server using Model Context Protocol (MCP) | Control Windows apps, automate tasks, and manage systems through natural language commands with Claude…Python5915MITJun 3Oct 14
itxaiohanglover/mcp-codestyle-serverMCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器,为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板,并在缺失时自动从远程仓库下载元数据和文件进行修复。Java568MITMar 10Oct 14
shuymn/gh-mcpA GitHub CLI extension that seamlessly runs the github-mcp-server using your existing gh authentication. Eliminates manual PAT setup by automatically retrieving GitHub credentials…Go524MITOct 12Oct 14
open-and-async/mcpMCP server for Open and Async: AI tools to draft decision docs, run async standups, and triage sync vs. async workJavaScript493Oct 9Oct 14
DollhouseMCP/mcp-serverA Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.TypeScript4616AGPL-3.0Oct 14Oct 14
EncrEor/rlm-claudeRecursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paperPython3910MITOct 7Oct 14
jtauschl/openproject-ce-mcpMCP 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…Python3314MITOct 14Oct 14
mcparmory/registryProduction-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 &…Python324May 12Oct 14
nirholas/github-to-mcpConvert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, GraphQL & REST APIs for Claude Desktop, Cursor, Windsurf, Cline & VS Code. AI-powered code…TypeScript325Oct 11Oct 14
tayyabimam1/awesome-ai-agent-stackCurated map of 3,000+ open-source AI agent tools: coding agents, agent frameworks, MCP servers, RAG, memory and local LLMs, sorted by layer and ranked by GitHub stars.TypeScript286CC-BY-4.0Oct 14Oct 14
MykytaStel/repopilotLocal, deterministic review of Git changes: weakened tests and CI gates, security boundaries, blast radius. CLI, GitHub Action, MCP server, and coding-agent plugins.Rust241Apache-2.0Oct 12Oct 14
sajadh76/awesome-AI-toolsA curated list of AI-based tools for different purposes2465MITOct 11Oct 14
joylarkin/My-AI-Resource-ListA useful opinionated repository of Artificial Intelligence ecosystem resources - AI event calendars, papers, books, articles, videos, AI leaderboards, and much more.232MITSep 19Oct 14
Sidd27/infrawiseMCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub…TypeScript225MITOct 13Oct 14
conectlens/lenserfightTurn AI prompts into reusable, versioned Lenses - organize with Tags and Threads, automate as Workflows, configure as Agents, evaluate with Battles.TypeScript183MITSep 11Oct 14
rdmgator12/awesome-claude-pluginsCommunity-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…Python187CC0-1.0Aug 11Oct 14
Htunn/aiops-orchestratorA production-ready, multi-channel AI agent for AIOps, Kubernetes management, and automated remediation — built on FastAPI with support for GitHub Models and Google Gemini LLM…Python163MITOct 3Oct 14
linny006/mcp-servers-liveAuto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutesHTML135Oct 14Oct 14
ModernOps888/mcplexMCPlex - The MCP Smart Gateway. Semantic tool routing, security guardrails, and real-time observability for AI agents.Rust132MITOct 14Oct 14
HackSing/dsh-pluginsA bilingual, continuously maintained directory of plugins for DeepSeek Harness (DSH).Python122CC-BY-4.0Oct 12Oct 14
tosin2013/documcpDocuMCP is an intelligent Model Context Protocol (MCP) server that revolutionizes documentation deployment for open-source projects. It provides deep repository analysis…TypeScript103MITAug 5Oct 14
elad12390/web-research-assistantMCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub integration, error translation, API docs, and morePython94MITAug 4Oct 14
timothywarner-org/copilot-memory-storeLocal JSON memory store for context engineering with GitHub Copilot and MCP clients. Includes CLI, MCP server, and custom VS Code agent.TypeScript94MITDec 15, 2025Oct 14
bigsk1/jarvis-voicePersonal self-hosted AI assistant. Voice control, 200+ tools. Cloud or fully local with Ollama. UI, CLI, TUI. Deterministic (code-driven) orchestration!Python81Oct 12Oct 14
dyneth02/MCP-Client-Server-Project-using-NodeJSA minimal Model Context Protocol (MCP) implementation built with Node.js and TypeScript. This project demonstrates client–server communication over stdio, structured message…TypeScript81MITDec 25, 2025Oct 14
DhanushNehru/awesome-mcp-serversA curated list of awesome Model Context Protocol (MCP) servers, tools, SDKs and resources for AI assistants like Claude.772MITSep 28Oct 14
nvdigitalsolutions/mcp-ai-wpoosNV Digital Open Operator System (NV oOS) is an Object-Oriented AI Framework/Harness for WordPress connecting your data with OpenAI, Gemini, Anthropic, DeepSeek, Hugging Face…PHP72Oct 14Oct 14
Sagargupta16/awesome-mcp-serversA curated list of MCP (Model Context Protocol) servers, tools, frameworks, and resourcesPython766CC0-1.0Oct 14Oct 14
Hulupeep/ruvscanThe AI that finds the code you didn't know you needed - Sublinear-intelligence MCP server for discovering GitHub leveragePython64Nov 9, 2025Oct 14
jahales/mcp-zoektMCP server for Zoekt code search - enables AI assistants (GitHub Copilot, Claude) to search across indexed repositoriesTypeScript61Apache-2.0Jul 20Oct 14
crypto-ninja/mcp-server-for-GithubUpdated description by github_update_repository testPython50Jul 28Oct 14
managedcode/MCPGatewaySearchable MCP and AITool gateway for .NET, built on Microsoft.Extensions.AI with embedding-based tool discovery, lexical fallback, and unified executionC#50MITOct 13Oct 14
timoncool/givememodClaude Code mods on demand — a skill that reads your conversation and builds the mod that fits: plan progress bar, files pane, context gauge, risky-command guard, test watcher. 11…TypeScript50MITOct 14Oct 14
abduznik/reposnap-mcpFree MCP server to ingest any public GitHub repository directly into your AI context. Works with Claude, Cursor, Windsurf, and any MCP client.HTML22MITJul 17Oct 14
ALX-CODE/SyncFL-MCP143-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…Python20MITOct 13Oct 14
flickleafy/mcp-github-repo-creatorMCP GitHub Repository Creator - A Model Context Protocol server that provides tools for AI applications like GitHub Copilot to automatically analyze repositories and create GitHub…Python21GPL-3.0Aug 10, 2025Oct 14
ofershap/mcp-server-github-gistMCP server to create, read, update, list, and search GitHub Gists from your IDETypeScript21MITMar 10Oct 14
sameerbudhiraja/mcp_serversProduction-ready MCP servers for GitHub, Bitbucket, GitLab & Jira - enabling AI assistants to interact with your dev platformsJavaScript20MITFeb 27Oct 14
GarthDB/act-testing-mcpMCP server for testing GitHub Actions workflows locally using nektos/act. Provides AI assistants with direct access to run, validate, and debug workflows without trial-and-error…JavaScript02Sep 1, 2025Oct 14
MostafaSwaisy/github_mcp_serverModel Context Protocol server for GitHub: push, pull and manage repositories from MCP-compatible IDEs, with Docker deployment and health monitoring.JavaScript00May 24, 2025Oct 14
nvrenshiren/mcpMCP servers for AI assistants — Pixabay images, unDraw SVG illustrations, GitHub (via gh CLI). TypeScript monorepo with automated npm release.TypeScript00MITJul 9Oct 14

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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.