Topics / #mcp-server

MCP server projects on GitHub

Servers implementing the Model Context Protocol to expose tools and data to AI clients.

As of , the most-starred MCP server projects on GitHub are rea (322.1K stars), n8n (207.9K stars) and prompts.chat (173.4K stars). GitHub.Locker tracks 459 MCP server repositories with 7.3M stars combined. The fastest-growing on October 17 was rea, with +16.7K stars in a day.

459Projects
7.3MStars in total
+36.1KStars in a day
Browse in the catalog →github.com/topics/mcp-server ↗

Hot right now

Most stars gained in a day · Oct 17

+16.7K

rea

morluto/rea · ★ 322.1K

REA lets AI coding agents reverse engineer apps, binaries, websites, and other software through a single MCP server and CLI, returning findings with the evidence behind them so an agent can explain a feature or rebuild it.

+1.4K

photocraft

storytold/photocraft · ★ 67.5K

PhotoCraft is an open-source, clean-room reimplementation of Adobe Photoshop, built entirely in pure Rust, with layers, masks, adjustment layers, layer styles, type, vectors, brushes and real PSD file support.

+864

xerj

xerj-org/xerj · ★ 8.4K

XERJ is a local-first search engine that automatically indexes any folder - code, docs, logs, PDFs - so an AI coding agent can pull the exact passage it needs instead of grepping or reading whole files into context, and it speaks the Elasticsearch API so existing clients work against it unchanged.

+592

graphify

Graphify-Labs/graphify · ★ 127.9K

Graphify turns a whole codebase — plus its docs, SQL schemas, configs, and PDFs — into a queryable knowledge graph you traverse instead of grepping files.

The all-time top

Top 100 of 459 · by stars

  1. #1 · morluto/rea

    rea

    REA lets AI coding agents reverse engineer apps, binaries, websites, and other software through a single MCP server and CLI, returning findings with the evidence behind them so an agent can explain a feature or rebuild it.

    322.1K
  2. #2 · n8n-io/n8n

    n8n

    n8n is a fair-code workflow automation platform for building and deploying AI agents and automations. It combines a visual canvas with custom code and connects to 1500+ integrations.

    207.9K
  3. #3 · f/prompts.chat

    prompts.chat

    A curated, open-source collection of prompts for AI chat models like ChatGPT, Claude, Gemini, and Llama, formerly known as Awesome ChatGPT Prompts.

    173.4K
  1. 4

    langflow

    155.8Klangflow-ai/langflow · Python

    Langflow is a platform for building and deploying AI-powered agents and workflows with a visual, drag-and-drop interface.

  2. 5

    awesome-llm-apps

    142.2KShubhamsaboo/awesome-llm-apps · Python

    A collection of 100+ open-source AI agent, agent skill, and RAG app examples - hand-built, tested end-to-end, and released under Apache-2.0 so you can clone, run, or even sell them.

  3. 6

    graphify

    127.9KGraphify-Labs/graphify · Python

    Graphify turns a whole codebase — plus its docs, SQL schemas, configs, and PDFs — into a queryable knowledge graph you traverse instead of grepping files.

  4. 7

    gemini-cli

    107.4Kgoogle-gemini/gemini-cli · TypeScript

    Gemini CLI is an open-source AI agent that brings Google's Gemini models directly into your terminal, letting you chat, generate code, and run tools from the command line.

  5. 8

    paperclip

    104Kpaperclipai/paperclip · TypeScript

    Paperclip is an open-source Node.js server and React UI for orchestrating a whole team of AI agents to run a business — assigning goals, tracking work, and managing costs from one dashboard instead of babysitting individual agent sessions.

  6. 9

    claude-mem

    101.6Kthedotmack/claude-mem · TypeScript

    Claude-Mem gives coding agents persistent memory across sessions: it captures everything your agent does, compresses it with AI, and injects the relevant context back into future sessions.

  7. 10

    awesome-mcp-servers

    96.5Kpunkpeye/awesome-mcp-servers

    A curated, community-maintained list of MCP (Model Context Protocol) servers — tools that let AI agents and LLM apps connect to external data sources, APIs, and services.

  8. 11

    servers

    91.3Kmodelcontextprotocol/servers · JavaScript

    This is a collection of reference server implementations for the Model Context Protocol (MCP), showing how to give LLMs secure, controlled access to tools and data sources.

  9. 12

    worldmonitor

    88.7Kkoala73/worldmonitor · TypeScript

    World Monitor is a real-time global intelligence dashboard that aggregates and AI-synthesizes news, geopolitical signals, and infrastructure data into one situational-awareness interface.

  10. 13

    Scrapling

    88.5KD4Vinci/Scrapling · Python

    Scrapling is an adaptive web scraping framework for Python that handles everything from a single HTTP request to a full-scale concurrent crawl, with built-in anti-bot bypass.

  11. 14

    deer-flow

    84.1Kbytedance/deer-flow · Python

    DeerFlow is an open-source long-horizon super-agent harness from ByteDance that researches, codes, and creates by orchestrating sub-agents, memory, sandboxes and extensible skills, handling tasks that can take minutes to hours.

  12. 15

    awesome-claude-skills

    77.4KComposioHQ/awesome-claude-skills · Python

    A comprehensive and curated list of 1000+ production-ready Claude Skills and Plugins for enhancing productivity across Claude.ai, Claude Code, and other coding agents like Codex, Cursor, Gemini CLI, and Antigravity.

  13. 16

    ruflo

    76.4Kruvnet/ruflo · TypeScript

    Ruflo is an agent meta-harness for Claude Code and Codex: it adds 100+ specialized agents, coordinated swarms, self-learning memory, and cross-machine federation on top of those coding agents so they can collaborate instead of running solo.

  14. 17

    headroom

    75.6Kheadroomlabs-ai/headroom · Python

    Headroom compresses everything an AI agent reads - tool outputs, logs, RAG chunks, files, and conversation history - before it reaches the LLM, cutting tokens while keeping the same answers. It ships as a library, a local proxy, and an MCP server.

  15. 18

    Front-End-Checklist

    74.5Kthedaviddias/Front-End-Checklist · MDX

    Front-End Checklist is an open-source front-end quality system that turns front-end best practices into a practical review workflow, usable by humans and AI agents via web, MCP server, or this README.

  16. 19

    codegraph

    74.4Kcolbymchenry/codegraph · C

    CodeGraph pre-indexes your codebase into a knowledge graph of every symbol, call edge, and dependency, so AI coding agents get the exact code they need in one call instead of crawling files.

  17. 20

    OpenBB

    74.4Kopenbq-org/OpenBB · Python

    Open Data Platform (ODP) by OpenBB is an open-source toolset that lets you integrate proprietary, licensed, and public financial data sources once and then consume them everywhere: in Python, Excel, OpenBB Workspace, AI agents via MCP, or REST APIs.

  18. 21

    daytona

    71.5Kdaytonaio/daytona

    Daytona is a secure, elastic infrastructure runtime for running AI-generated code inside isolated sandboxes, used by agents and developers through SDKs, an API, and a CLI.

  19. 22

    strix

    69.3Kusestrix/strix · Python

    Strix is an open-source tool that uses autonomous AI agents to pentest your application like real hackers: it runs your code dynamically, finds vulnerabilities, and proves them with working exploits instead of just flagging suspicious patterns.

  20. 23

    docling

    69.1Kdocling-project/docling · Python

    Docling parses diverse document formats such as PDF, DOCX, PPTX, XLSX, HTML and more, turning them into a unified representation ready for generative AI pipelines.

  21. 24

    claude-code-best-practice

    67.7Kshanraisshan/claude-code-best-practice · HTML

    A curated reference and knowledge base documenting Claude Code's features and best practices, covering agents, commands, skills, workflows, hooks, MCP servers, and more, organized as linked tables rather than a single tutorial.

  22. 25

    photocraft

    67.5Kstorytold/photocraft · Rust

    PhotoCraft is an open-source, clean-room reimplementation of Adobe Photoshop, built entirely in pure Rust, with layers, masks, adjustment layers, layer styles, type, vectors, brushes and real PSD file support.

  23. 26

    anything-llm

    67.3KMintplex-Labs/anything-llm · JavaScript

    AnythingLLM is an all-in-one, self-hosted AI application that lets you chat with your documents, run AI agents, and build a private ChatGPT-like experience using local or cloud LLMs.

  24. 27

    gpt4free

    66.9Kxtekky/gpt4free · Python

    GPT4Free (g4f) is a community-driven project that aggregates many free and reverse-engineered access points to commercial LLMs (GPT-4, Claude, Gemini, DeepSeek, etc.) and media-generation models, exposing them through one unified Python/JS client, web GUI, and OpenAI-compatible API.

  25. 28

    context7

    63.2Kupstash/context7 · TypeScript

    Context7 fetches up-to-date, version-specific documentation and code examples for the libraries you use and injects them directly into your AI coding agent's prompt, instead of relying on the model's stale training data.

  26. 29

    TrendRadar

    63Ksansan0/TrendRadar · Python

    TrendRadar is an AI-driven public opinion and trend monitoring tool that aggregates trending topics from many Chinese platforms plus RSS feeds, filters them with keywords or AI, and pushes a smart briefing to your phone or desktop.

  27. 30

    litellm

    61.5KBerriAI/litellm · Python

    LiteLLM is an open source AI Gateway that gives you one unified interface to call 100+ LLM providers (OpenAI, Anthropic, Gemini, Bedrock, Azure, and more) using the OpenAI API format.

  28. 31

    voicebox

    57.9Kjamiepine/voicebox · Python

    Voicebox is an open-source, local-first AI voice studio: it clones voices, generates speech in 23 languages, lets you dictate into any app with a global hotkey, and gives MCP-aware AI agents a voice - all running on your own machine as a free alternative to ElevenLabs and WisprFlow combined.

  29. 32

    private-gpt

    57.6Kzylon-ai/private-gpt · Python

    PrivateGPT is an open-source API layer that turns any local, OpenAI-compatible model into a full production-ready AI application backend, covering RAG, tools, MCP, text-to-sql and more.

  30. 33

    goose

    55.4Kaaif-goose/goose · Rust

    Goose is an open-source, general-purpose AI agent that runs on your machine to help with code, research, writing, automation, and data analysis — not just code suggestions, but actually installing, executing, editing, and testing things for you.

  31. 34

    chrome-devtools-mcp

    53.8KChromeDevTools/chrome-devtools-mcp · TypeScript

    chrome-devtools-mcp is an MCP server that lets coding agents like Claude, Cursor, Copilot or Antigravity control and inspect a live Chrome browser using the full power of Chrome DevTools.

  32. 35

    cherry-studio

    52.7KCherryHQ/cherry-studio · TypeScript

    Cherry Studio is a desktop AI client that gives you one app to chat with many LLM providers (OpenAI, Gemini, Anthropic, Claude, Perplexity, Poe) or run local models via Ollama/LM Studio, plus 300+ ready-made assistants and MCP server support.

  33. 36

    hindsight

    51.2Kvectorize-io/hindsight · Python

    Hindsight is an agent memory system that helps AI agents learn over time instead of just recalling raw conversation history, aiming to outperform RAG and knowledge-graph approaches on long-term memory tasks.

  34. 37

    LocalAI

    49.6Kmudler/LocalAI · Go

    LocalAI is an open-source, self-hosted AI engine that lets you run LLMs, vision, voice, image and video models on your own hardware, including CPU-only setups, through an OpenAI/Anthropic/ElevenLabs-compatible API.

  35. 38

    agentic-awesome-skills

    47.8Ksickn33/agentic-awesome-skills · Python

    AAS Core is a local, agent-first control plane that lets coding agents like Codex or Claude search a catalog of 2,400+ reusable 'skills', pick the exact ones a project needs, and persist that choice as a reviewable, validated manifest before anything gets installed.

  36. 39

    open-code-review

    47.6Kalibaba/open-code-review · Go

    An AI-powered code review CLI born inside Alibaba: it reads Git diffs, sends changed files to a configurable LLM agent, and returns structured review comments with line-level precision.

  37. 40

    codebase-memory-mcp

    46.9KDeusData/codebase-memory-mcp · C

    codebase-memory-mcp is a high-performance MCP server that indexes a codebase into a persistent knowledge graph so AI coding agents like Claude Code, Codex, Cursor, and Windsurf can query code structure instead of grepping files.

  38. 41

    reactive-resume

    44.5Kreactive-resume/reactive-resume · TypeScript

    Reactive Resume is a free, open-source resume builder that lets you create, update, and share your resume with live preview and multiple templates.

  39. 42

    agno

    42.8Kagno-agi/agno · Python

    Agno is a framework and runtime for building, running, and managing agent platforms: build agents with the SDK, serve them via the AgentOS runtime, and manage everything from a web UI.

  40. 43

    DeepTutor

    41.6KHKUDS/DeepTutor · Python

    DeepTutor is a self-hosted, lifelong personalized AI tutoring platform that combines multi-agent orchestration and RAG to answer questions, build knowledge bases from your documents, generate study 'Books', and track your learning mastery over time.

  41. 44

    financial-services

    40.3Kanthropics/financial-services · Python

    A collection of Claude agents, skills, and data connectors for financial-services workflows like investment banking, equity research, private equity, and wealth management — covering things like comps, DCFs, pitch decks, GL reconciliation, and KYC screening.

  42. 45

    awesome-copilot

    40.1Kgithub/awesome-copilot · JavaScript

    This is a community-curated collection of custom agents, instructions, skills, hooks, workflows, and plugins that extend and customize GitHub Copilot.

  43. 46

    UI-TARS-desktop

    39.3Kbytedance/UI-TARS-desktop · TypeScript

    TARS is an open-source multimodal AI agent stack from ByteDance that ships two projects: Agent TARS, a CLI/Web UI agent for terminal, browser and tool-use tasks, and UI-TARS Desktop, a native app that lets a vision-language model see your screen and control mouse/keyboard.

  44. 47

    playwright-mcp

    38.3Kmicrosoft/playwright-mcp · TypeScript

    A Model Context Protocol (MCP) server that gives LLMs browser automation through Playwright: your AI assistant can open pages, click around and read web content via structured accessibility snapshots instead of screenshots.

  45. 48

    PDFMathTranslate

    37.6KPDFMathTranslate/PDFMathTranslate · Python

    It translates scientific PDF papers into other languages while preserving the original layout - formulas, charts, table of contents and annotations stay in place. It was accepted as a demo at EMNLP 2025.

  46. 49

    freellmapi

    37Ktashfeenahmed/freellmapi · TypeScript

    FreeLLMAPI aggregates the free tiers of 34 LLM providers (635 free model endpoints, 474 model families) behind a single OpenAI-compatible /v1 endpoint, with smart routing, automatic failover, and encrypted key storage.

  47. 50

    browser

    36.7Klightpanda-io/browser · Zig

    Lightpanda is a headless browser built from scratch in Zig for AI agents and automation, not a fork of Chromium or WebKit.

  48. 51

    next-ai-draw-io

    36.3KDayuanJiang/next-ai-draw-io · TypeScript

    A Next.js web app that lets you create and edit draw.io diagrams by chatting with an AI in natural language, instead of manually dragging shapes.

  49. 52

    awesome-agent-skills

    35.9KVoltAgent/awesome-agent-skills

    This is a curated collection of 1000+ Agent Skills contributed by official dev teams (Anthropic, VoltAgent, SerpApi, Crawlbase, TestMu AI, and many more) and the community, for extending AI coding agents like Claude Code, Codex, Gemini CLI, and Cursor.

  50. 53

    DeepSeek-Reasonix

    35.8Kesengine/DeepSeek-Reasonix · Go

    Reasonix is a coding agent for complex software engineering tasks, built as a single local engine that you access through a terminal, desktop app, browser, or your editor via ACP.

  51. 54

    awesome-react-native

    35.7Kjondot/awesome-react-native

    A curated list of the best libraries, tools, and learning resources for building React Native apps, organized by category from components to deployment.

  52. 55

    glances

    33.8Knicolargo/glances · Python

    Glances is an open-source cross-platform system monitoring tool, a top/htop alternative that shows CPU, memory, disk, network, containers, sensors, and running processes in one dashboard, reachable via terminal, web UI, API, or an MCP server for AI assistants.

  53. 56

    github-mcp-server

    33.7Kgithub/github-mcp-server · Go

    GitHub's official MCP Server. It connects AI tools straight to GitHub, so agents, assistants and chatbots can read repos and code files, manage issues and PRs, analyze code and automate workflows through natural language.

  54. 57

    surrealdb

    33.2Ksurrealdb/surrealdb · Rust

    A multi-model database written in Rust: one engine for document, graph, relational, time-series, geospatial and key-value data, with full-text, vector and hybrid search and realtime capabilities.

  55. 58

    cognee

    32.5Ktopoteretes/cognee · Python

    Cognee is an open-source AI memory platform that gives AI agents persistent long-term memory across sessions, turning text, code, and conversations into a queryable knowledge graph.

  56. 59

    code-review-graph

    32.2Ktirth8205/code-review-graph · Python

    A local-first code intelligence tool: it builds a persistent graph of your codebase so AI coding assistants read only the files that matter on review and large-repo tasks, instead of re-reading everything.

  57. 60

    invisible_dots

    32.1Kfeder-cr/invisible_dots · TypeScript

    AIHawk is an open-source AI browser agent that browses the web undetected: it drives a stealth Firefox that anti-bot systems see as a normal person, so no captchas and no blocks. You say what you want in plain language, and it browses, clicks, types and reads the actual web to get it done.

  58. 61

    graphiti

    32Kgetzep/graphiti · Python

    A Python framework for building and querying temporal knowledge graphs for AI agents. Instead of static RAG, it continuously folds new data into a graph that tracks how facts change over time.

  59. 62

    mcp-for-blender

    31.6Kahujasid/mcp-for-blender · Python

    A community integration that connects Blender to any LLM through the Model Context Protocol, letting an AI assistant do prompt-assisted 3D modeling, scene creation and manipulation. It is third-party and not affiliated with the Blender Foundation.

  60. 63

    supermemory

    31.3Ksupermemoryai/supermemory · TypeScript

    Supermemory is a memory and context engine for AI: it learns from your conversations, extracts facts and builds user profiles, so your AI remembers you between sessions instead of starting from zero.

  61. 64

    gbrain

    31Kgarrytan/gbrain · TypeScript

    GBrain is a memory-and-knowledge layer for AI coding agents: instead of raw search hits it returns synthesized, well-cited answers across your pages, people, companies and ideas, plus a self-wiring knowledge graph and an explicit note on what it doesn't know yet. Garry Tan (YC's CEO) built it to run his own OpenClaw and Hermes agents.

  62. 65

    heroui

    31Kheroui-inc/heroui · TypeScript

    HeroUI (formerly NextUI) is a production-ready React component library that combines React Aria's accessibility primitives with Tailwind CSS v4 styling.

  63. 66

    context-mode

    30.7Kmksglu/context-mode · TypeScript

    Context Mode is an MCP server plus hooks that keeps bulky tool output out of your AI coding agent's context window (98% reduction), persists session memory, and enforces tool routing across 17 platforms.

  64. 67

    composio

    30.6KComposioHQ/composio · TypeScript

    Composio is a platform for AI agents: it gives your agents 1000+ pre-authenticated toolkits, per-user sessions, auth, triggers, and a sandbox, so they can take action across apps instead of just chatting.

  65. 68

    qmd

    30.5Ktobi/qmd · TypeScript

    QMD is an on-device search engine for your personal knowledge: it indexes markdown notes, meeting transcripts, documentation and knowledge bases, and searches them with keywords or natural language.

  66. 69

    serena

    30.4Koraios/serena · Python

    A free, open-source MCP toolkit that gives AI coding agents IDE-grade semantic tools: symbol-level code retrieval, editing, refactoring and debugging. Its tagline: the IDE for your coding agent.

  67. 70

    gpt-researcher

    30.2Kassafelovic/gpt-researcher · Python

    An open-source autonomous agent that runs deep research on any task across the web and your local documents, producing detailed, factual research reports with citations.

  68. 71

    agentmemory

    29.6Krohitg00/agentmemory · TypeScript

    Persistent memory for AI coding agents: it captures what your agent does, compresses it into searchable memory, and injects the right context when the next session starts, so you stop re-explaining your project to Claude Code, Cursor or Codex.

  69. 72

    page-agent

    29.5Kalibaba/page-agent · TypeScript

    Page Agent is a JavaScript GUI agent that lives inside a web page: one script gives the page its own AI assistant you control with natural language.

  70. 73

    obscura

    29Kh4ckf0r0day/obscura · Rust

    An open-source headless browser engine written in Rust, built for web scraping and AI agent automation. It runs real JavaScript via an embedded V8 and supports the Chrome DevTools Protocol.

  71. 74

    mastra

    28.9Kmastra-ai/mastra · TypeScript

    Mastra is a TypeScript framework for building AI-powered applications and agents, designed to take you from early prototypes to production-ready products.

  72. 75

    repomix

    28.9Kyamadashy/repomix · TypeScript

    Repomix packs an entire repository into a single AI-friendly file you can feed to LLMs like Claude, ChatGPT, DeepSeek or Gemini — for code review, refactoring, docs or tests.

  73. 76

    claude-task-master

    28.2Keyaltoledano/claude-task-master · JavaScript

    An AI-powered task-management system for AI-driven development: it turns a PRD into a structured task list your AI coding assistant works through inside Cursor, Windsurf, VS Code and similar tools.

  74. 77

    fastmcp

    28.1KPrefectHQ/fastmcp · Python

    FastMCP is an open-source Python framework for building MCP (Model Context Protocol) applications — the layer that connects LLMs to tools and data. It covers servers, clients, and interactive apps.

  75. 78

    kilocode

    27.7KKilo-Org/kilocode · TypeScript

    Kilo Code is an open source AI coding agent that works inside VS Code, JetBrains IDEs, or directly from the CLI, helping you write, debug, and ship code with AI.

  76. 79

    grok-build

    27.4Kxai-org/grok-build · Rust

    Grok Build is SpaceXAI's terminal-based AI coding agent. It runs as a full-screen TUI that understands your codebase, edits files, executes shell commands, searches the web, and manages long-running tasks, either interactively, headlessly for scripting/CI, or embedded in editors via the Agent Client Protocol (ACP).

  77. 80

    dbx

    27.1Kt8y2/dbx · Rust

    A lightweight ~20 MB cross-platform database client covering 90+ databases — MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, ClickHouse, SQL Server and more — with a built-in AI assistant and an MCP server.

  78. 81

    AiToEarn

    26.6Kyikart/AiToEarn · TypeScript

    AiToEarn is an AI content marketing agent for creators, brands and one-person companies: AI agents automate creating, publishing, engaging and monetizing content across 10+ major social platforms.

  79. 82

    responsively-app

    25.4Kresponsively-org/responsively-app · TypeScript

    A modified web browser built with Electron for responsive web development: you preview your site on many devices at once and interact with all of them in sync. It is pitched as a must-have dev tool for web developers.

  80. 83

    activepieces

    25.1Kactivepieces/activepieces · TypeScript

    An open-source alternative to Zapier: a self-hostable AI automation platform where you build workflows in a no-code builder, and its 280+ integrations double as MCP tools for AI agents.

  81. 84

    editor

    24.9Kpascalorg/editor · TypeScript

    Pascal Editor is an open-source, local-first 3D building editor: you sketch walls, floors, zones and furniture in a browser-rendered scene, and AI agents can drive that same scene through MCP.

  82. 85

    turso

    24.8Ktursodatabase/turso · Rust

    Turso is an in-process SQL database written in Rust, compatible with SQLite, with an experimental Postgres frontend. Like SQLite it runs inside your application, and it is already used in production at multiple organizations.

  83. 86

    python-sdk

    24.6Kmodelcontextprotocol/python-sdk · Python

    The official Python SDK for the Model Context Protocol (MCP) — think a web API, but designed for LLM interactions. It lets you build servers that expose data and functionality to LLM applications, and clients that connect to any MCP server.

  84. 87

    openwork

    24.2Kdifferent-ai/openwork · TypeScript

    OpenWork is a free, open-source desktop app for sharing AI workflows — skills, MCP connections, and connected services — across your tools, teammates, and machines. It's an open-source alternative to Claude Cowork and Codex, powered by opencode.

  85. 88

    open-seo

    24Kevery-app/open-seo · TypeScript

    An open source alternative to Semrush and Ahrefs: an all-in-one SEO tool you can use yourself or plug into an AI agent, paying as you go instead of a big subscription.

  86. 89

    SuperClaude_Framework

    23.9KSuperClaude-Org/SuperClaude_Framework · Python

    SuperClaude is a configuration framework that turns Claude Code into a structured development platform by adding 30 slash commands, 20 specialized AI agents, 7 behavioral modes, and 8 MCP server integrations.

  87. 90

    n8n-mcp

    23.1Kczlonkowski/n8n-mcp · TypeScript

    An MCP server that gives AI assistants like Claude deep knowledge of n8n — its 2,755 workflow nodes, docs and tools — so they can build and manage n8n workflows for you.

  88. 91

    MaxKB

    23K1Panel-dev/MaxKB · Python

    MaxKB (Max Knowledge Brain) is an open-source platform for building enterprise-grade AI agents, combining RAG pipelines, an agentic workflow engine and MCP tool-use. Typical uses: intelligent customer service, internal company knowledge bases, research and education.

  89. 92

    claude-code

    22.9Kclaude-code-best/claude-code · TypeScript

    Claude Code Best (CCB) is a full open-source engineering reconstruction of Anthropic's official Claude Code CLI agent — buildable, runnable and debuggable — extended with extra features like goal-driven workflows, multi-agent orchestration, voice input and computer/browser control, while keeping full compatibility with the original Claude Code configuration.

  90. 93

    SafeLine

    22.8Kchaitin/SafeLine · Go

    SafeLine is a self-hosted web application firewall (WAF) and reverse proxy that protects your web apps from attacks and exploits by filtering and monitoring HTTP traffic.

  91. 94

    opik

    22.7Kcomet-ml/opik · Python

    Opik is an open-source platform for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows, with tracing, automated evaluation, and production dashboards.

  92. 95

    screenpipe

    22Kscreenpipe/screenpipe · Rust

    screenpipe continuously records your screen and audio locally, turning everything you do into a searchable, AI-powered memory that gives agents like Claude or Codex context about your work. It is positioned as a source-available alternative to Rewind, Microsoft Recall and Granola.

  93. 96

    skills

    21.4Kgoogle/skills · Python

    This is a collection of Agent Skills for Google products and technologies, covering Google Cloud, GKE, BigQuery, Firebase, Google Ads, and more, meant to be installed into coding/agent harnesses.

  94. 97

    Douyin_TikTok_Download_API

    20.8KEvil0ctal/Douyin_TikTok_Download_API · Python

    A self-hosted data API for Douyin and TikTok: it pulls posts, author profiles, comments, search and playlists, downloads videos and image albums without a watermark, and exposes it all through a REST API, an MCP server, a CLI and a web console.

  95. 98

    FunASR

    20.7Kmodelscope/FunASR · Python

    FunASR is an open-source industrial speech recognition toolkit covering ASR, VAD, punctuation, speaker diarization, and emotion/audio-event models, deployable offline, in streaming mode, on edge devices, or behind an OpenAI-compatible API.

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    llm_wiki

    20.7Knashsu/llm_wiki · TypeScript

    LLM Wiki is a cross-platform desktop app that turns your documents into a persistent, interlinked knowledge base. Instead of re-deriving answers from scratch every time like traditional RAG, the LLM incrementally builds and keeps a wiki of your sources up to date.

  97. 100

    SkillSpector

    20.4KNVIDIA/SkillSpector · Python

    SkillSpector is a security scanner for AI agent skills (used by Claude Code, Codex CLI, Gemini CLI, and MCP) that detects vulnerabilities, malicious patterns, prompt injection, data exfiltration, and supply-chain risks before you install a skill.

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