Topics / #model-context-protocol

Model-context-protocol projects on GitHub

Spelled-out variant of the MCP topic for standardizing AI tool connections.

As of , the most-starred Model-context-protocol projects on GitHub are rea (322.1K stars), ollama (183.8K stars) and open-webui (156.1K stars). GitHub.Locker tracks 227 Model-context-protocol repositories with 3.5M stars combined. The fastest-growing on October 18 was rea, with +15.4K stars in a day.

227Projects
3.5MStars in total
+25.2KStars in a day
Browse in the catalog →github.com/topics/model-context-protocol ↗

Hot right now

Most stars gained in a day · Oct 18

+15.4K

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.

+1.6K

solidcraft

tangency-labs/solidcraft · ★ 5.7K

SolidCraft is an open-source parametric 3D CAD application built in pure Rust: you sketch, constrain, and build solids on a feature timeline, and it runs on desktop, in the browser, or can be driven headlessly by AI agents through a built-in MCP server.

+705

Concat

jub0t/Concat · ★ 9.2K

Concat is a free, open-source, cross-platform video editor built as a CapCut alternative, with no watermark, no account and no subscription.

+565

unreal-engine-skills-for-claude-code-plugin

EpicGames/unreal-engine-skills-for-claude-code-plugin · ★ 970

This is a Claude Code plugin that lets Claude control the Unreal Engine Editor directly through the Model Context Protocol (MCP), exposing hundreds of editor tools across 30+ toolsets such as actors, blueprints, materials, Niagara VFX, Sequencer, and the Gameplay Ability System.

The all-time top

Top 100 of 227 · 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 · ollama/ollama

    ollama

    Ollama is a tool for downloading and running open large language models like DeepSeek, Qwen, Gemma, Llama, Mistral and gpt-oss on your own machine, with a simple CLI and a local REST API.

    183.8K
  3. #3 · open-webui/open-webui

    open-webui

    Open WebUI is a self-hosted AI platform that gives you a chat-style web interface for Ollama and any OpenAI-compatible API, built to run entirely offline if you want.

    156.1K
  1. 4

    cc-switch

    145.8Kfarion1231/cc-switch · Rust

    CC Switch is an all-in-one desktop manager that lets you switch API providers with one click for Claude Code, Claude Desktop, Codex, Gemini CLI, Grok Build, OpenCode, OpenClaw, Hermes Agent, Pi and MiniMax Code, and also manage their MCP servers, Skills, and Prompts from a single place instead of hand-editing config files.

  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

    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.

  4. 7

    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.

  5. 8

    playwright

    98Kmicrosoft/playwright · TypeScript

    Playwright is a framework for web testing and automation that drives Chromium, Firefox, and WebKit through a single API, usable in test suites, automation scripts, and as a tool for AI agents.

  6. 9

    awesome-mcp-servers

    96.6Kpunkpeye/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.

  7. 10

    servers

    91.4Kmodelcontextprotocol/servers · TypeScript

    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.

  8. 11

    worldmonitor

    88.8Kkoala73/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.

  9. 12

    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.

  10. 13

    headroom

    75.9Kheadroomlabs-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.

  11. 14

    ai-engineering-from-scratch

    70.8Krohitg00/ai-engineering-from-scratch · Python

    A free, open-source AI engineering curriculum with 523 lessons across 20 phases (about 342 hours), teaching you to build AI systems from raw math up to autonomous agent swarms, in Python, TypeScript, Rust, and Julia.

  12. 15

    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.

  13. 16

    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.

  14. 17

    autogen

    61.5Kmicrosoft/autogen · Python

    AutoGen is a Microsoft framework for building multi-agent AI applications where agents can act autonomously or work alongside humans.

  15. 18

    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.

  16. 19

    nanobot

    49.2KHKUDS/nanobot · Python

    nanobot is an ultra-lightweight, open-source, self-hosted personal AI agent framework written in Python that runs as a browser WebUI, terminal client, or chat-app integration, combining tools, long-term memory, MCP, multi-agent delegation, and scheduled automation behind an OpenAI-compatible API.

  17. 20

    CowAgent

    47.4Kzhayujie/CowAgent · Python

    CowAgent is an open-source personal AI assistant and Agent Harness that plans tasks, runs tools and skills, builds memory and a personal knowledge base, and can form multi-agent teams, working across the web and major IM channels.

  18. 21

    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.

  19. 22

    jan

    45Kjanhq/jan · Rust

    Jan is an open-source, self-hosted alternative to ChatGPT that runs 100% offline on your own computer, letting you download and run LLMs locally with full control and privacy.

  20. 23

    kong

    44.3KKong/kong · Lua

    Kong is a cloud-native API gateway that also acts as an AI and MCP gateway, handling routing, load balancing, authentication, and traffic management for microservices and LLM/agentic traffic.

  21. 24

    agent-browser

    44.2Kvercel-labs/agent-browser · Rust

    agent-browser is a browser automation CLI purpose-built for AI agents, shipped as a fast native Rust binary that drives Chrome for scripted or agentic web interaction.

  22. 25

    prompt-optimizer

    38.5Klinshenkx/prompt-optimizer · TypeScript

    Prompt Optimizer is an AI tool that helps you write better prompts and get better results from AI models, available as a web app, desktop app, Chrome extension, and Docker deployment.

  23. 26

    QwenPaw

    35.8Kagentscope-ai/QwenPaw · TypeScript

    QwenPaw is a personal AI assistant that you deploy yourself (locally or in the cloud), which remembers context across sessions, runs tasks/automations, and reaches you through chat apps like Discord, Telegram, and WeChat. It is extensible with Skills, Plugins, and MCP tools.

  24. 27

    WeKnora

    34.6KTencent/WeKnora · Go

    WeKnora is an open-source, self-hosted knowledge platform that turns raw documents into a queryable RAG knowledge base, an autonomous ReAct agent, and a self-maintaining Wiki with an interactive knowledge graph.

  25. 28

    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.

  26. 29

    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.

  27. 30

    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.

  28. 31

    coc.nvim

    25.2Kneoclide/coc.nvim · TypeScript

    coc.nvim is an IntelliSense engine for Vim and Neovim that brings VS Code-like autocompletion, diagnostics, navigation, and refactoring to both editors via a Node.js service.

  29. 32

    editor

    25Kpascalorg/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.

  30. 33

    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.

  31. 34

    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.

  32. 35

    mcp-for-beginners

    17.5Kmicrosoft/mcp-for-beginners · Jupyter Notebook

    This is a free, open-source curriculum from Microsoft that teaches the Model Context Protocol (MCP) — the standard that lets AI models connect to tools and services — through hands-on code examples in C#, Java, TypeScript, JavaScript, Rust, and Python.

  33. 36

    aisuite

    16.3Kandrewyng/aisuite · Python

    aisuite is a lightweight Python library that gives you a single unified Chat Completions API across many Generative AI providers, plus an Agents API with tools, toolkits, and MCP support built on top.

  34. 37

    Figma-Context-MCP

    16KGLips/Figma-Context-MCP · TypeScript

    It's the Framelink MCP server: it gives AI coding agents like Cursor direct access to your Figma files, so they can implement designs from real layout and styling data in one shot.

  35. 38

    claudian

    15.7KYishenTu/claudian · TypeScript

    Claudian is an Obsidian plugin that embeds AI coding agents (Claude Code, Codex, Grok, Opencode, Pi) into your vault, turning the vault into the agent's working directory for file read/write, search, and bash commands.

  36. 39

    OpenMetadata

    15.5Kopen-metadata/OpenMetadata · TypeScript

    OpenMetadata is an open platform that unifies technical metadata, lineage, data quality, ownership and business glossaries into one knowledge graph so both humans and AI agents can discover, trust and reuse context about enterprise data.

  37. 40

    unity-mcp

    15.1KCoplayDev/unity-mcp · C#

    It is MCP for Unity, an open-source bridge that connects AI assistants like Claude or Cursor to your Unity Editor, so the LLM can manage assets, control scenes, edit scripts, and automate game dev work.

  38. 41

    casdoor

    14.6Kcasdoor/casdoor · Go

    Casdoor is an open-source, self-hosted identity and access management (IAM) platform: a single sign-on (SSO) and authentication server with a web console that speaks OAuth 2.0, OIDC, SAML 2.0, CAS, LDAP, SCIM 2.0, WebAuthn, TOTP/MFA, and MCP, and connects to providers like Google Workspace and Azure AD.

  39. 42

    palmier-pro

    14.6Kpalmier-io/palmier-pro · Swift

    Palmier Pro is a native macOS video editor built for AI, with built-in generative video/image models and MCP support so AI agents can create and edit directly on the timeline.

  40. 43

    BrowserOS

    14Kbrowseros-ai/BrowserOS · TypeScript

    BrowserOS is a monorepo shipping two open-source Chromium forks: 'BrowserOS neo', a secondary browser your AI agents drive (connecting via MCP to tools like Claude Code or Codex), and 'BrowserOS', a browser you drive yourself with an AI agent built into every new tab.

  41. 44

    typescript-sdk

    13.6Kmodelcontextprotocol/typescript-sdk · TypeScript

    This is the official TypeScript SDK for the Model Context Protocol (MCP), letting apps provide standardized context to LLMs by building MCP servers and clients.

  42. 45

    langchain4j

    13.3Klangchain4j/langchain4j · Java

    LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM, offering a unified API over popular LLM providers and vector stores.

  43. 46

    txtai

    13Kneuml/txtai · Python

    txtai is an all-in-one AI framework for semantic search, LLM orchestration and language model workflows. Its core is an embeddings database that combines vector indexes, graph networks and relational databases to power search or serve as a knowledge source for LLM apps.

  44. 47

    open_deep_research

    12.7Klangchain-ai/open_deep_research · Python

    Open Deep Research is a simple, configurable, fully open-source deep research agent that can research a topic across the web and MCP servers and write a report, working with many different LLM providers and search tools.

  45. 48

    claude-context

    12.6Kzilliztech/claude-context · TypeScript

    Claude Context is an MCP server that gives AI coding agents semantic search over your entire codebase, so they can pull relevant code straight into context instead of loading whole directories.

  46. 49

    mcp-chrome

    12.5Khangwin/mcp-chrome · TypeScript

    Chrome MCP Server turns your Chrome browser into a tool AI assistants like Claude can control via the Model Context Protocol (MCP), enabling browser automation, content analysis, and semantic search right inside your everyday browser.

  47. 50

    trae-agent

    12.1Kbytedance/trae-agent · Python

    Trae Agent is an LLM-based agent that acts as a CLI assistant for general software engineering tasks, understanding natural language instructions and executing complex coding workflows using tools and various LLM providers.

  48. 51

    fastapi_mcp

    12Ktadata-org/fastapi_mcp · Python

    FastAPI-MCP turns your existing FastAPI endpoints into Model Context Protocol (MCP) tools, so AI agents like Claude or Cursor can call your API directly, with authentication built in.

  49. 52

    Kami

    12Ktw93/Kami · HTML

    Kami is an agent skill that gives AI coding agents (Claude Code, Codex, Cursor, etc.) templates and layout rules to turn plain requests into polished documents and landing pages — PDFs, PNGs, or editable PowerPoint slides.

  50. 53

    apify-mcp-server

    11.9Kapify/apify-mcp-server · TypeScript

    The Apify MCP Server lets AI agents and assistants extract data from websites like social media, search engines, maps, and e-commerce sites by giving them access to thousands of ready-made scrapers and automation tools from the Apify Store.

  51. 54

    MoviePilot

    11.9Kjxxghp/MoviePilot · Python

    MoviePilot is a self-hosted automation tool for managing a NAS media library. It handles the whole movie/TV workflow — subscribing, searching, downloading, organizing, scraping metadata, refreshing media servers, and sending notifications.

  52. 55

    pal-mcp-server

    11.8KBeehiveInnovations/pal-mcp-server · Python

    PAL MCP (formerly Zen MCP) is a Model Context Protocol server that lets your AI coding CLI (Claude Code, Gemini CLI, Codex CLI, etc.) orchestrate multiple AI models (Gemini, OpenAI, Azure, Grok, OpenRouter, Ollama, local models) within a single conversation.

  53. 56

    awesome-chatgpt-zh

    11.8KEmbraceAGI/awesome-chatgpt-zh · Python

    A Chinese-language guide to ChatGPT and frontier AI: a curated, continuously updated GitHub collection of free and paid ChatGPT resources, prompt-engineering advice, app-development guides and AI productivity tools (11.7k stars).

  54. 57

    holaOS

    11.5Kholaboss-ai/holaOS · TypeScript

    holaOS is an open-source, local-first agentic workspace that lets you connect the systems you already run — 100+ integrations, MCP servers, chat tools, apps, a browser, and local files — to AI agents that share one memory.

  55. 58

    kimi-cli

    11.4KMoonshotAI/kimi-cli · Python

    Kimi CLI is an AI agent that runs in the terminal, helping you read and edit code, execute shell commands, search and fetch web pages, and autonomously plan and adjust actions while completing software development tasks.

  56. 59

    GhidraMCP

    11.4KLaurieWired/GhidraMCP · Java

    GhidraMCP is a Model Context Protocol server that lets LLMs autonomously reverse engineer applications by exposing Ghidra's core functionality (decompiling, renaming, listing imports/exports) to any MCP client.

  57. 60

    tambo

    11.2Ktambo-ai/tambo · TypeScript

    Tambo is an open-source toolkit for React that lets you build agents that render your own UI components ('generative UI') instead of just text replies. You register components with Zod schemas, and the agent decides which one to render and streams props into it.

  58. 61

    skills

    11.2Khuggingface/skills · Python

    This repo provides modular 'Agent Skills' — SKILL.md definitions that teach AI coding agents (Claude Code, Codex, Gemini CLI, Cursor) how to do Hugging Face ML tasks like managing models/datasets, training, evaluation, and deploying to Spaces or SageMaker.

  59. 62

    inspector

    11.1Kmodelcontextprotocol/inspector · TypeScript

    MCP Inspector is a developer tool for inspecting Model Context Protocol (MCP) servers, shipped as a single npm package with web, CLI, and TUI interfaces for testing and debugging.

  60. 63

    spring-ai-alibaba

    11Kalibaba/spring-ai-alibaba · Java

    Spring AI Alibaba is a production-ready Java framework for building agentic, workflow, and multi-agent applications, built on top of Spring AI.

  61. 64

    chat-ui

    11Khuggingface/chat-ui · TypeScript

    Chat UI is the open-source chat interface that powers Hugging Face's HuggingChat app at hf.co/chat. It's a self-hostable SvelteKit web app for talking to LLMs through any OpenAI-compatible API.

  62. 65

    tyk

    10.9KTykTechnologies/tyk · Go

    Tyk is an open-source, cloud-native API Gateway that lets you manage REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol) traffic in one place, adding authentication, rate limiting, quotas and analytics to your APIs.

  63. 66

    mcp-use

    10.8Kmcp-use/mcp-use · TypeScript

    mcp-use is a fullstack TypeScript framework for MCP (Model Context Protocol): it lets you build, test, and ship MCP servers, interactive MCP Apps for ChatGPT and Claude, and headless servers for AI agents.

  64. 67

    vectorcraft

    9.8Kstorytold/vectorcraft · Rust

    VectorCraft is an open-source, clean-room reimplementation of Adobe Illustrator, built from scratch in pure Rust, aiming to replicate Illustrator's tools, panels and workflow.

  65. 68

    mobile-mcp

    9.8Kmobile-next/mobile-mcp · TypeScript

    Mobile MCP is a Model Context Protocol server that lets AI agents automate and scrape native iOS and Android apps - on simulators, emulators, or real devices - through a single platform-agnostic set of tools.

  66. 69

    Concat

    9.2Kjub0t/Concat · Rust

    Concat is a free, open-source, cross-platform video editor built as a CapCut alternative, with no watermark, no account and no subscription.

  67. 70

    bifrost

    8.9Kmaximhq/bifrost · Go

    An open-source, high-performance AI gateway that unifies 23+ LLM providers behind a single OpenAI-compatible API, with automatic failover, load balancing, semantic caching, and budget controls built in.

  68. 71

    Agent-Learning-Hub

    8.8Kdatawhalechina/Agent-Learning-Hub · HTML

    Agent Learning Hub is a curated, stage-by-stage roadmap and resource library for learning to build AI agents, covering everything from a minimal tool-call loop to shipping a production-ready multi-agent system.

  69. 72

    flue

    8.5Kwithastro/flue · TypeScript

    Flue is a TypeScript framework for building autonomous AI agents that get a secure sandbox, sessions, tools, skills, and filesystem access instead of just raw LLM API calls.

  70. 73

    kimi-code

    7.9KMoonshotAI/kimi-code · TypeScript

    Kimi Code CLI is an AI coding agent that runs in your terminal — it reads and edits code, runs shell commands, searches files, fetches web pages, and decides the next step based on the feedback it gets. It works with Moonshot AI's Kimi models out of the box and can be configured to use other compatible providers.

  71. 74

    repowise

    7.8Krepowise-dev/repowise · Python

    Repowise indexes a codebase once (code, dependency graph, git history, tests, docs, and architectural decisions) and then gives AI agents and developers cited answers, change-impact analysis, and concrete code-health fixes instead of making an agent rediscover the code every time.

  72. 75

    notebooklm-skill

    7.8KPleasePrompto/notebooklm-skill · Python

    A Claude Code Skill that lets Claude Code chat directly with your Google NotebookLM notebooks, so you get source-grounded, citation-backed answers from Gemini based only on your uploaded documents.

  73. 76

    awesome-agentic-ai-zh

    7.7KWenyuChiou/awesome-agentic-ai-zh · Python

    A trilingual learning roadmap for agentic AI that walks you from 'what is an AI agent' to building reliable multi-agent systems, with 240+ curated resources and hands-on exercises. Everything is mirrored in Traditional Chinese, Simplified Chinese and English.

  74. 77

    plugins

    7.5Kopenai/plugins · JavaScript

    This is a curated collection of example plugins for OpenAI's Codex coding agent, showing how to package skills, MCP servers, agents, commands, and hooks so Codex can use them.

  75. 78

    codex-with-chatgpt

    7.4KXiaoDuoYa/codex-with-chatgpt · TypeScript

    It is a Codex Skill that turns the ChatGPT web app (your Plus/Pro subscription) into the planning and review brain for Codex coding sessions, while Codex keeps full control of execution.

  76. 79

    craft-agents-oss

    7.3Kcraft-ai-agents/craft-agents-oss · TypeScript

    Craft Agents is an open-source desktop app built by the Craft.do team for working with AI agents like Claude in a document-centric, non-CLI way, using the Claude Agent SDK and Pi SDK side by side.

  77. 80

    open-multi-agent

    7Kopen-multi-agent/open-multi-agent · TypeScript

    open-multi-agent (OMA) is a self-hosted TypeScript framework for orchestrating teams of AI agents: a coordinator turns a single goal into a task DAG at runtime, a deterministic scheduler executes it, and every run stays inspectable, approvable, and replayable.

  78. 81

    PI-Desktop

    7Kvastsa/PI-Desktop · TypeScript

    PI-Desktop is a local-first desktop workspace for AI coding agents, built with Electron and a Rust host core on top of the pi Agent Harness, where projects, models, sessions and plugins all live together instead of in disposable chat windows.

  79. 82

    unison

    6.8Kunisonweb/unison · Haskell

    Unison is a statically-typed functional programming language with type inference, an effect system, and advanced tooling, built around the idea of content-addressed code where functions are identified by a hash of their implementation rather than a name.

  80. 83

    CodePilot

    6.5Kop7418/CodePilot · TypeScript

    CodePilot is a desktop AI agent client that lets you chat with 17+ AI providers (Anthropic, OpenRouter, Bedrock, Zhipu GLM, Ollama, etc.), extend them with MCP servers and skills, and even control sessions remotely from your phone via Telegram, Feishu, Discord, QQ or WeChat.

  81. 84

    agent-governance-toolkit

    6.4Kmicrosoft/agent-governance-toolkit · Python

    A toolkit from Microsoft that governs autonomous AI agents in production: it enforces policies on tool calls, verifies agent identity, sandboxes execution, and provides SRE controls like kill switches and SLO monitoring. It covers all 10 of the OWASP Agentic Top 10 risks.

  82. 85

    gemini-notebook-mcp-cli

    6.3Kjacob-bd/gemini-notebook-mcp-cli · Python

    This is a CLI and MCP server that gives programmatic access to Google's Gemini Notebook (formerly NotebookLM), letting you create and query notebooks, add sources, and generate Studio content like podcasts and videos from the terminal or through AI agents such as Claude.

  83. 86

    trueforge

    6.3Ktruefoundry/trueforge · TypeScript

    TrueForge is an open-source agent harness - the runtime layer that runs the full agent execution loop (model calls, MCP tools, skills, sandboxing, approvals, context management, session state) and exposes it via a chat UI, an HTTP API with a TypeScript SDK, and an embeddable UI SDK.

  84. 87

    bb-browser

    6.2Kepiral/bb-browser · TypeScript

    bb-browser lets AI agents control your real Chrome browser via a CLI or MCP server, using your existing login sessions to work with 36 platforms (Twitter, Reddit, YouTube, GitHub, LinkedIn, etc.) without API keys or scraping.

  85. 88

    semble

    6.2KMinishLab/semble · Python

    Semble is a code search library built for coding agents. It returns the exact relevant code snippets for a query instead of making the agent grep and read full files, using about 99% fewer tokens than grep+read.

  86. 89

    claude-code-showcase

    6.1KChrisWiles/claude-code-showcase · JavaScript

    A reference repository showing a full Claude Code project configuration: hooks, skills, agents, slash commands, MCP servers, LSP integration, and GitHub Actions workflows that you can copy into your own project.

  87. 90

    open-connector

    6Koomol-lab/open-connector · TypeScript

    OpenConnector is an open-source connector gateway that lets AI agents authenticate to and call 1,000+ SaaS providers (GitHub, Gmail, Notion, Slack, BigQuery, etc.) through a shared catalog of prebuilt Actions, acting as an open alternative to Pipedream or Composio.

  88. 91

    open-seo-mcp-skills

    6KRyze-AI-Adgent/open-seo-mcp-skills · Shell

    A set of open-source SEO and GEO (generative engine optimization) skills for Claude, paired with an MCP connector called Ryze that pulls data from your own Google Search Console, GA4 and Google Ads instead of relying on estimates.

  89. 92

    ccg-workflow

    5.9Kfengshao1227/ccg-workflow · TypeScript

    CCG is a workflow engine for Claude Code that turns Claude into a multi-model orchestrator, dispatching work to Codex, Grok, Kimi Code, and Antigravity through a Go binary bridge while Claude stays in control.

  90. 93

    ghidra-mcp

    5.8Kbethington/ghidra-mcp · Java

    This is an MCP (Model Context Protocol) server that bridges Ghidra's reverse engineering engine with AI tools like Claude and Cursor, giving AI agents 245 tools to analyze, rename, document, and even emulate functions in binaries.

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    SolidCraft is an open-source parametric 3D CAD application built in pure Rust: you sketch, constrain, and build solids on a feature timeline, and it runs on desktop, in the browser, or can be driven headlessly by AI agents through a built-in MCP server.

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    The official draw.io MCP server: it lets LLMs and AI assistants create diagrams and open them in the draw.io editor, from inline chat previews to .drawio files on disk.

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    wigolo is a local-first web toolkit for AI coding agents: one surface for search, fetch, crawl, extraction, caching, find-similar, and research, served over MCP, REST, SDKs, and a CLI. No API keys, no cloud, $0 per query.

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    ai-agents-from-zero

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    This is a comprehensive, long-term-maintained AI Agent / LLM application development tutorial in Chinese, covering everything from basic concepts to enterprise-grade deployment, with runnable projects and an interview question bank.

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    CC Workflow Studio is a VSCode extension for visually designing AI agent workflows on a drag-and-drop canvas, then exporting them as Markdown that coding agents like Claude Code, GitHub Copilot, and Codex CLI can run directly.

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