MCP tools and integrations
MCP (Model Context Protocol) is an open standard that lets AI assistants connect to outside tools and data. This page lists 50 MCP tools and integrations; the latest additions are OpenBot, Stroq and Auto-Ontology. Open any project to see what it lets you do, what its creator says you need and its original source.
Projects to explore
- xiaozhi-esp32 build a talking AI voice assistant on a small ESP32 board
Flash firmware onto an ESP32 board and talk to an AI that can answer and control lights or servos.
- ECC Give your coding agent a plan, test and review routine
Install a ready-made routine so your AI coding agent plans before it builds, tests its changes and reviews its own work from a fresh context.
- Stroq Check AI coding agent sessions for leaked keys
Stroq scans your recent Claude Code and Codex sessions for keys that left your machine.
- mcp-for-blender Build 3D scenes in Blender by chatting with an AI
Ask an AI assistant to create, change and light 3D scenes inside Blender for you.
- claude-plugins-official Add plugins to Claude Code
Browse Anthropic-maintained and community plugins, then install one in Claude Code.
- Hister Search the full text of every page you visited and file you keep
A private search engine for your own material.
- ai-agent-book Learn how AI agents work from a free book with 109 experiments
A complete book on building AI agents, published free and in the open by Bojie Li, organised around one formula: an agent is a language model plus context plus tools.
- Cline Run an open coding agent in your editor, terminal or as an SDK
An open-source coding agent available in five shapes from one engine: a VS Code extension, a JetBrains plugin, a terminal tool that also runs headless for automation, a desktop app, and a software development kit for building your own agents on top.
- OpenBot Run AI coworkers with their own browser and files
Give an AI coworker a job, connect the tools it needs and watch it work.
- Scrapling Collect data from websites with Python
Pull text, links and data from web pages or whole sites into files.
- claude-code-templates Browse and install 100+ ready-made Claude Code agents and skills
Claude Code Templates is a catalog and installer for over 100 ready-made agents, custom commands, hooks and MCP integrations for Anthropic's Claude Code, browsable through an interactive web interface (aitmpl.com) or installed directly from a terminal command.
- codebase-memory-mcp Give a coding agent an instant map of a whole codebase
codebase-memory-mcp is an MCP server (a tool that plugs into AI coding assistants) that reads a codebase and builds a searchable knowledge graph of its functions, classes, call chains and cross-file links, so an agent can answer structural questions about the code in under a millisecond instead of reading files one at a time.
- unreal-engine-skills-for-claude-code-plugin Control Unreal Editor
Use Claude Code to inspect or change a running Unreal Editor through MCP tools.
- prompts.chat Find and share ready-made prompts for AI chatbots
Browse and copy community prompts that work with ChatGPT, Claude, Gemini and others.
- cc-switch Switch AI model providers across your coding tools in one click
CC Switch is a desktop app that manages provider settings for a dozen-plus AI coding tools — Claude Code, Codex, Gemini CLI, OpenCode and others — so switching from one model provider to another does not mean hand-editing JSON, TOML or YAML configuration files.
- ARTEMIS Have an AI agent use and test Android apps from plain instructions
Type a task in plain English and watch an AI agent tap through apps on a real Android phone or emulator.
- Graphify Map a codebase and its docs into a graph you can query
An add-on for AI coding assistants that maps code, docs, PDFs and images into a graph you can ask questions about instead of searching files.
- Headroom Shrink what your AI agent reads so it uses fewer tokens
Compress logs, tool output and files before they reach the AI model, so each request uses fewer tokens.
- hyperframes Make videos by writing a web page instead of editing
HyperFrames, from the video company HeyGen, turns a web page into a video file: you write HTML and CSS, add animations you can scrub along a timeline, and it renders a finished MP4.
- Voicebox Clone a voice, dictate anywhere, and give agents a voice
A local voice studio that covers both halves of speech: going out and coming in.
- Concat Edit videos with auto captions and AI voices offline
Cut videos and add auto captions, voices and effects on your own computer.
- Audionaut Edit and record multitrack audio, and let an AI agent make the cuts
Audionaut is a free desktop audio editor for music, podcasts and multitrack recordings: cut audio into regions, arrange them in per-track playlists, add crossfades and export, without the weight of a full music studio app.
- LibreChat Host one chat interface in front of every model you use
A self-hosted chat application that puts a single interface in front of many model providers at once — OpenAI, Anthropic, Google, AWS, DeepSeek and others — so switching models does not mean switching product.
- browser Load and control web pages for AI agents with less memory
Open web pages without a screen, turn them into markdown or data, and drive them from scripts or an AI agent.
- Macro Run email, chat, docs and tasks in one workspace
Handle email, team messages, docs, tasks, calls and customer contacts in one linked, searchable workspace with AI agents.
- DeskcommCRM Run a WhatsApp sales CRM with AI agents on your own server
A self-hosted customer relationship system built around WhatsApp, with AI agents that answer, qualify and follow up on conversations inside it.
- Playwright Let tests, scripts or AI agents click through websites for you
Have tests, scripts or an AI agent open web pages, click, type and check results in Chromium, Firefox and WebKit.
- Konnect Design KiCad schematics and boards with an AI assistant
Ask an AI assistant to edit KiCad schematics, PCB layout, routing, or manufacturing files.
- context-mode Stop tool output from eating your coding agent’s memory
A tool server that sits between a coding agent and the tools it calls, and keeps the bulky results out of the conversation.
- mobile-mcp Let your AI assistant drive mobile apps for testing and automation
An MCP server that lets AI agents and language models interact with native iOS and Android apps through one platform-agnostic interface — no separate iOS or Android expertise needed.
- rea Ask AI to explain an app without its source code
REA lets an AI assistant investigate an app, website, or program file and report what it finds with evidence.
- n8n Wire AI agents into 1,500 apps on a visual canvas
A platform for building automations and AI agents by dragging steps onto a canvas and connecting them, with the option to drop into JavaScript or Python for the parts a visual editor handles badly.
- Auto-Ontology Give AI agents checked business meanings for your database
Help AI agents answer questions about company databases using reviewed definitions and SQL, with each answer showing its steps.
- SkillSpector Check AI agent skills for risks before installing
SkillSpector scans AI agent skills for vulnerabilities and malicious patterns, for developers who want to know whether a skill is safe before installing it.
- Atlas Keep the reasoning behind every commit an agent makes
A desktop app that treats agent sessions as something worth version-controlling.
- Agent-Reach Let your AI assistant read Reddit, YouTube and X for you
Let your AI assistant read web pages, YouTube subtitles, GitHub repositories, RSS feeds and, with your own logins, posts on X, Reddit and Xiaohongshu.
- Paperclip Give a team of AI agents a business goal and watch them run it
Paperclip is an open-source dashboard for hiring and running a whole team of AI agents toward one goal, like "build the #1 AI note-taking app to $1M MRR." You define the goal, assign roles such as CEO, engineers and marketers, and set a budget; the agents come from tools you already use — Claude Code, Codex, Cursor or OpenClaw — while Paperclip tracks status, cost and progress from one screen.
- AI Engineering Hub Learn AI by building example projects
Learn to build AI apps through example projects, from reading text in images to chatting with your documents.
- Pomerado Turn website tasks into reusable tools for your AI assistant
Describe a website task and Pomerado builds a reusable tool your AI assistant can call, including tasks behind login or two-factor authentication.
- ai-engineering-from-scratch A 542-lesson free course that teaches AI engineering by building
Learn to build AI systems yourself, from the math behind models to retrieval pipelines and agents, by writing and running real code.
- Ruflo Add agent teams, memory and a control console to Claude Code
Add a layer to Claude Code or Codex that splits tasks across teams of specialized agents and remembers past work.
- harness-sdk Build a production AI agent in a few lines of Python or TypeScript
Strands Agents is a software development kit (SDK) for building AI agents without writing your own agent loop (the code that lets a model plan, call tools and repeat) from scratch.
- Treg Give an AI agent pay-per-call access to thousands of paid tools
Treg is a marketplace and proxy for AI-agent tools such as SEO data, company lookups, scraping and image generation, with over 3,000 endpoints across 60-plus providers.
- agent-skills Install reviewed add-on skills for your AI coding assistant
A catalogue of skills — add-ons that teach an AI coding assistant a particular job — that the maintainers check before listing.
- PI-Desktop Give your coding agent a desktop of its own, with your model
A desktop workspace built specifically for AI coding agents, rather than an agent bolted into an editor or a terminal.
- Hindsight Give a coding agent memory that learns instead of just recalling
Hindsight is a memory system for AI agents, built to notice patterns across many conversations rather than only replaying past ones the way a typical chat history or a RAG lookup (search over stored documents) does.
- agent-desktop Let AI agents read and click desktop apps
For developers building computer-use agents: agent-desktop lets an AI agent read and operate desktop apps on Mac, Windows or Linux from a command line.
- wshobson/agents add 94 ready-made coding plugins to Claude Code, Codex or Cursor
Install specialist helpers for code review, testing, security and Python or JavaScript work into your AI coding tool.
- XERJ Let your coding assistant search your files instead of reading them all
Let an AI coding assistant search your code, docs, logs and PDFs locally for the exact passage it needs.
- WebCodex Let ChatGPT or Claude edit code on your own computer
WebCodex connects cloud-based AI chat tools like ChatGPT and Claude to a real development environment running on your own machine, so you can ask them to inspect a repository, modify code, run tests, use Git, or investigate a failure without moving your project into a hosted workspace first.
Keep exploring
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- Desktop apps
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- Local-first tools
- Retrieval and search tools
- Machine learning resources and tools
- Automation tools and workflows
- Browser automation tools
- Security tools and resources
- Writing and editing tools
- Document tools
- Agent memory tools
- Code review tools
- Design tools, skills and resources
- Games and simulations
- 3D tools
- Model training tools and resources
- Model inference tools
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- Productivity tools
- Data and database tools
- Project collections
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- Claude Code skills and plugins, explained
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- Local language model runners
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- Coding agent skills and add-ons
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- AI video creation tools
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- AI audio and music tools
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