Best MCP Tools & Frameworks

Open-source agent harness performance optimization system with skills, memory, and security for AI coding tools.

Fair-code workflow automation platform with native AI capabilities, 400+ integrations, self-host or cloud.

Open-source LLM app development platform for building AI workflows, RAG pipelines, and agents.

Self-hosted AI platform with chat UI, RAG, plugins, and multi-model support.

Turn any codebase into a queryable knowledge graph with local AST parsing, no vector store.

Open-source AI agent bringing Gemini's power to your terminal with MCP support.

Open-source CLI giving AI agents free read/search access to Twitter, Reddit, YouTube, GitHub, Bilibili and more.

Open-source web crawler that turns any website into clean, LLM-ready Markdown for RAG and AI agents.

Open-source real-time global intelligence dashboard with AI news aggregation, geopolitical monitoring, and infrastructur

LobeHub is an open-source AI agent platform that organizes your AI team into 24/7 operations.

Open-source, real-time infrastructure monitoring with per-second metrics, ML-powered anomaly detection, and zero-config

Adaptive web scraping framework with anti-bot bypass, auto-relocating selectors, and scalable crawling.

Open-source front-end quality checklist with 385 rules, MCP server, and AI agent support.

Free MIT AI gateway unifying 359 providers and 1200+ models behind one endpoint with quota-aware auto-fallback.

Ruflo is an open-source agent meta-harness for deploying AI swarms, coordinating workflows, and building conversational

Open-source context compression layer for AI agents, cutting tokens 60-95% for JSON and 15-20% for coding.

Self-hosted all-in-one AI app to chat with docs, use agents, and run locally with multi-user support.

AI-driven multi-platform trend & opinion monitor with RSS, smart alerts, and MCP support.

Context7 provides up-to-date, version-specific code documentation for LLMs and AI code editors via MCP and CLI.

Local-first AI memory system with verbatim storage, semantic search, and MCP server support.

Free MIT curriculum with 523 lessons to learn, build, and ship AI agents, LLM apps, and MCP servers from scratch.

Open source AI agent for code, workflows, and automation with desktop, CLI, and API.

Open-source framework that turns HTML, CSS, and animations into deterministic MP4 videos, built for AI agents.

Cherry Studio is a cross-platform AI productivity desktop client with smart chat, 300+ assistants, and multi-LLM support

MCP server that lets AI coding agents control and inspect Chrome via DevTools for debugging and automation.

Open-source AI engine to run LLMs, vision, voice, image, video on any hardware, no GPU required.

企业级AI低代码平台，支持AI Skills自然语言编程，一键生成前后端代码、表单、流程、报表与大屏。

Ultra-lightweight, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, and multi-agent wor

Open-source AI assistant & agent harness with planning, memory, skills, and multi-channel support.

Privacy-first, self-hosted knowledge workspace with block-level editing, AI agents, and MCP support.

Local, agent-first control plane for discovering and composing 2,005+ agentic skills with CLI, MCP, and Workbench.

High-performance MCP server that indexes codebases into a persistent knowledge graph for AI coding agents.

Self-hosted ChatGPT alternative with multi-model support, agents, MCP tools, and code interpreter.

Kong is a cloud-native API, LLM, and MCP gateway with high performance and extensible plugins.

Free open-source, privacy-first resume builder with 15 templates, PDF/DOCX export, and self-hosting.

Open-source ChatGPT clone with agents, MCP, multi-model support, and self-hosting.

Open-source Rust terminal coding agent that works with any model, hosted or local.

Open-source terminal coding agent in Rust with MCP support, model flexibility, and community-driven development.

Open-source unified workspace to delegate projects to AI agents, route models, and publish artifacts.

Free browser-based database ERD editor and SQL generator with no account required.

Open-source AI agent chatbot platform integrating IM apps, LLMs, plugins, and MCP for production-ready assistants.

OpenHuman is an open source personal AI for Mac, Windows and Linux — local-first memory, agent orchestration, and deep r

Open-source multimodal AI agent stack with GUI automation, CLI, and desktop app.

93+ production-ready AI projects with tutorials on LLMs, RAG, and agents.

Build agent-native apps with generative UI, shared state, and human-in-the-loop workflows across React, Angular, Vue, Re

Playwright MCP server enables LLMs to control browsers via accessibility snapshots.

AI-powered PDF scientific paper translation preserving layout, formulas, and charts via CLI, GUI, Docker, or MCP.

DeepSeek-native AI coding agent for terminal with cache-stable context, plugins, and multi-model support.

QwenPaw: Your personal AI assistant, deployable locally or in the cloud, with memory, multi-agent support, and multi-cha

Official Anthropic directory of high-quality Claude Code plugins and MCP servers.

Open-source terminal coding-agent CLI that runs any LLM provider, local or cloud, with MCP and slash commands.

Dynamic service discovery, configuration management, and service management platform for cloud-native AI applications.

Open-source coding agent with IDE-grade LSP/DAP, 60+ model providers, and built-in MCP support.

Open-source 24/7 AI cowork app for CLI agents like Claude Code, Codex, with multi-agent support.

GitHub's official MCP server connecting AI tools to GitHub for repo, issue, PR, and workflow automation.

Self-hosted Python MCP server giving AI agents stealth Firefox browsing that evades captchas and anti-bot detection.

Vibe-Trading: open-source AI trading agent with MCP support, portfolio tracking, and multi-broker integration.

Open-source coding-agent CLI for cloud and local LLMs with MCP support.

Local-first code intelligence graph for MCP and CLI, reducing AI context by up to 71x.

Composio: 1000+ pre-authenticated toolkits, sessions, auth, and sandbox for building AI agents.

FastGPT is an open-source AI agent platform for building knowledge-based Q&A systems with RAG and visual workflow orches

AgentScope 2.0: production-ready agent framework for building, testing, and deploying AI agents with observability and M

Open-source ESP32 voice chatbot using MCP for device and cloud control.

Open-source autonomous AI agent for deep web and local research with citations.

Open-source MCP server that lets any LLM control Blender for AI-assisted 3D modeling and scene creation.

JavaScript in-page GUI agent that lets you control web interfaces with natural language.

Serena is an MCP toolkit providing semantic code retrieval, editing, and refactoring for AI coding agents.

Pack entire codebases into a single AI-friendly file for LLMs like Claude, ChatGPT, and more.

Free, local-first AI database client & SQL workspace for 40+ databases with MCP support.

Open-source drivers, cloud fleets, and benchmarks for building and evaluating computer-use AI agents.

Mastra is a TypeScript framework for building AI agents, workflows, and MCP servers.

FastMCP is a Pythonic framework for building MCP servers, clients, and interactive apps with minimal code.

Open-source AI coding agent for the terminal with MCP, subagents, and multi-provider support.

Open-source Python framework for building production-ready LLM apps with modular pipelines, RAG, and agents.

Control Blender 3D with any LLM via MCP for prompt-assisted modeling and scene creation.

Vite+Vue3+Gin full-stack admin platform with AI-assisted development, MCP support, and code generation.

Official Python SDK for building MCP servers and clients with tools, resources, and prompts.

Open-source AI + no-code platform for building business systems with WYSIWYG interface and AI agents.

Open-source AI workflow automation with 400+ MCP servers for AI agents, a Zapier alternative.

MCP server that cuts AI coding agent context usage 98% via sandboxed tool output, SQLite session memory, and code-first

Go Micro is a Go agent harness and service framework for building AI agents with MCP and A2A support.

MCP server that gives AI assistants deep knowledge of 2,412 n8n nodes to build workflows via Claude, Cursor, and more.

Open-source enterprise agent platform with RAG, workflows, and MCP tool-use.

Open-source 3D architectural editor with MCP support for AI-driven building design.

Open source, pay-as-you-go SEO platform with MCP and AI agent skills, an alternative to Semrush and Ahrefs.

Open-source, code-first tutorials for building production-grade GenAI agents from prototype to enterprise deployment.

25 MB cross-platform database client for 100+ databases with built-in AI, MCP server, CLI, desktop and Docker.

Open-source screen & audio recorder that captures your computer history locally to power AI agents.

Self-hosted TikTok & Douyin scraper with no-watermark downloads, async REST API, MCP server, CLI and web console.

Open-source speech recognition toolkit for ASR, VAD, punctuation, diarization, with OpenAI-compatible and MCP serving.

jcode is a RAM-efficient AI coding agent harness with MCP support, optimized for multi-session workflows.

NVIDIA security scanner that detects vulnerabilities, prompt injection, and supply-chain risks in AI agent skills before

Free, open-source streaming music player with MCP server for AI control.

Open-source Agent Operating System in Rust for autonomous scheduled agents.

Open-source generative BI engine for AI agents: governed text-to-SQL, semantic layer, and dashboard deployment across 22

Free MCP curriculum with hands-on examples in .NET, Java, TypeScript, JavaScript, Rust, and Python.

Open-source MCP server connecting AI agents to enterprise databases with prebuilt tools and custom framework.

Open-source platform to build, deploy, and scale AI agents and workflows in TypeScript.

AI-era value investing research framework for Claude Code/Codex, using 4 masters' methodologies and multi-agent adversar

Curated collection of 132 open-source AI app projects covering RAG, agents, voice, MCP, and workflows.

Run Android emulators in Docker with noVNC, video recording, and MCP server support.

MCP server that gives AI coding agents like Cursor access to Figma layout data for accurate design implementation.

MCP server for Xiaohongshu (Little Red Book) enabling AI assistants to search, publish, and manage content.

Free open-source terminal/SSH/SFTP client supporting multiple protocols across desktop and mobile.

OpenMetadata is the open platform for trusted data context, business semantics, and metadata management for AI assistant

Secure, fast, extensible sandbox runtime for AI agents with Docker/K8s support.

ARIS: Lightweight Markdown-only skills for autonomous ML research with cross-model review loops and experiment automatio

Convert docs, GitHub repos, and PDFs into AI skills with conflict detection for Claude, Gemini, and more.

memU is a lightweight, agent-driven memory system that gives users a shared LLM wiki across sessions, agents, and device

Open-source, self-hosted IAM & SSO server with MCP gateway, supporting OAuth, OIDC, SAML, LDAP, and more.

Local-first cross-platform desktop workspace for Claude Code and AI agents with multi-agent, Git worktrees, and IM integ

Open-source macOS video editor with built-in generative AI and MCP integration for AI agents.

Free open-source desktop downloader and AI agent GUI for 1,800+ sites, courses, and local LLMs.

Open-source agentic browser that lets AI agents automate your logged-in web tasks locally.

Open-source MCP server bridging AI assistants to Unity Editor for asset, scene, and script automation.

Official TypeScript SDK for building MCP servers and clients, supporting Node.js, Bun, and Deno.

Blazing fast AI Gateway routing to 1600+ LLMs with guardrails, retries, and load balancing via one API.

Local-first Markdown app that captures scattered info and organizes it into clear notes with AI.

Local-first, Markdown-native memory layer for AI agents with SQLite and LanceDB indexing.

Semantic code search MCP server for Claude Code, making entire codebases context for AI agents.

Open-source AI trading OS for building, backtesting, and live-trading Python strategies across crypto, stocks, and forex

Open-source tool to extract, download, and archive Xiaohongshu (RedNote) posts, links, and media with MCP support.

eBPF-powered Kubernetes network observability with TLS decryption, MCP integration for AI agents.

Open-source web UI for managing Nginx servers with real-time stats, config editing, and MCP support.

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Open-source integration platform connecting users to third-party apps via a unified REST API for agents and dashboards.

Local-first AI workspace for multi-agent chat, coding, and visual workflows on desktop and web.

Open-source MCP server enabling AI agents to run 150+ cybersecurity tools for automated pentesting and vulnerability dis

Self-evolving memory OS for LLM & AI agents with hybrid retrieval, multi-modal memory, and 35% token savings.

Community-driven multi-agent platform for financial applications with AI agents for stock selection, research, and tradi

Open-source agentic workspace with 100+ integrations, MCP support, and local-first data control.

Open-source API and AI gateway supporting REST, GraphQL, gRPC, TCP and MCP with auth, rate limiting and analytics.

Python QR code generator that creates artistic, colorized, and animated GIF QR codes from CLI or as a library.

Visual testing tool for MCP servers with web, CLI, and TUI interfaces.

Local-first web dashboard and desktop app for multi-agent AI chat, sessions, workflows, and automation.

Design systems that prompt AI coding agents with practical patterns, starters, and CLI tools for loop engineering.

Open-source AI pipeline engine with C++ core, 100+ nodes, and IDE integration for building LLM workflows.

Fullstack TypeScript framework for building MCP servers, ChatGPT plugins, and Claude connectors with native Views.

Open-source TypeScript framework for building production-ready AI agents with memory, RAG, MCP, and observability.

Open-source AI Agent engineering, research, and job-hunting guide with LangGraph, RAG, and interview prep.

Open-source backend server for ESP32 devices, enabling voice control, MCP integration, and smart home automation.

Use ChatGPT Web models, including Pro, natively inside Codex with tools, streaming, and images without spending Codex qu

Open-source AI presentation generator with API, self-hosted, supports multiple AI providers.

Open-source MCP servers for AWS, enabling AI assistants to interact with AWS services.

MCP server giving Claude terminal control, file search, and diff editing for AI-powered development.

Open-source context layer that makes coding agents faster and cheaper with codebase-specific understanding.

Open-source AI desktop app that turns long videos into short clips with subtitles, covers and captions.

Official specification and documentation for the Model Context Protocol (MCP).

AI-powered news radar generating daily bilingual briefings in English & Chinese.

GEP-powered self-evolving engine for AI agents with auditable Genes, Capsules, and Events.

Turn text & real sources into maintainable .drawio architecture models with incremental sync, MCP server, and CI testing

Open-source status page and uptime monitoring platform with API monitoring as code.

Enterprise-grade agentic workflow platform for building production-ready SuperAgents with MCP and RPA integration.

Open-source, self-hosted project management with a clean interface, MIT license, and Docker deployment.

Open-source Go toolkit for building, evaluating, and deploying AI agents with flexibility and control.

Free open-source AI Office suite for Docs, Sheets, Slides and PDF with a built-in AI agent and CLI.

High-performance open-source AI gateway unifying 23+ LLM providers with failover, load balancing, and MCP support.

Free open-source remote MCP server that turns any GitHub repo into an AI documentation hub, eliminating code hallucinati

All-in-one Android device control platform with WebRTC remote desktop, UI automation, MITM, Frida, and MCP support.

Open-source, self-hosted CMS platform on AWS serverless with TypeScript framework, multi-tenancy, and AI-assisted develo

Apify MCP server lets AI agents scrape social media, search engines, maps, and e-commerce sites via thousands of Apify A

Native macOS harness for AI agents with persistent memory, autonomous execution, and cryptographic identity.

中文MCP资源精选合集，涵盖MCP指南、客户端、服务器及社区资源。

Self-hosted WhatsApp REST API with multiple engines for sending messages and automating chats.

Monitor browser logs, network, screenshots & Lighthouse audits from Cursor and other MCP IDEs.

Official Firecrawl MCP server for web scraping, search, and agent-ready context in AI clients.

Open-source LLM platform to extract structured JSON from unstructured documents via API, ETL, or MCP.

ANUS is a Grok-powered terminal AI agent with MCP tooling that autonomously contributes to its own codebase.

MCP server and CLI giving AI agents tools to build, test, and debug iOS and macOS Xcode projects.

Local-first AI agent workspace for coding, writing, design, research, and automation with GUI and TUI.

MCP server and CLI for AI agents to build, test, and debug iOS/macOS projects with Xcode.

Zero-config CLI to set up Claude Code & Codex with workflows, MCP, and bilingual support.

Open-source desktop AI agent for data analysis, docs, slides, video & web research, controllable via IM apps.

Fast, token-efficient code search for AI agents via MCP, CLI, or sub-agent.

Klavis AI: MCP integration platform for reliable, scalable AI agent tool use.

Ouroboros is an Agent OS that makes AI coding agents self-improving via interview-gated, budgeted evolution loops.

Hister is a private, self-hosted full-text search engine for your browsing history, bookmarks, and local files.

Lemonade is a free, private local AI server that runs optimized LLMs on your own GPU/NPU, compatible with OpenAI, Anthro

Self-hosted A-share quant workbench for stock screening, backtesting, monitoring, and AI analysis with MCP and Open API.

Local-first MCP web search, fetch, crawl and research for AI coding agents with no API keys or cloud costs.

Open-source red teaming platform with AI agent, multi-platform support, and 100+ MITRE ATT&CK modules.

Open-source Python toolkit for transparent, efficient financial analysis with 50+ ratios and MCP server support.

Open-source RAG that builds a knowledge graph of your monorepo for AI-powered code querying and editing.

开源中文 AI Agent 系统教程，覆盖 LangChain/LangGraph/RAG/MCP 与实战项目及面试题库。

Open-source desktop SQL workspace with built-in MCP server, SQL notebooks, and 16 database plugins.

Self-hosted database workspace with AI chat, schema visualization, and MCP server.

TradingView MCP server delivering real-time market data, technical analysis, screeners and backtesting to any AI assista

Exa MCP server connects AI agents to web search and crawling via MCP.

Open-source, local-first AI research workbench with agents, MCP tools, and Python/R execution for reproducible science.

Open-source deep research tool using any LLM, with SSE API and MCP server support.

Open-source workspace to build, share, and run AI agents that automate your work.

Self-evolving AI scientist for autonomous research, insight generation, and iterative improvement.

Official C# SDK for building MCP servers and clients with .NET, maintained with Microsoft.

Expose any MCP server as a secure OpenAPI-compatible REST API instantly.

MCP server for generating 25+ AntV charts via natural language, enabling data analysis and visualization.

Open-source enterprise AI platform with MCP registry, gateway, orchestrator, guardrails, and observability.

Bulk port forwarding Kubernetes services to localhost with unique IPs, TUI, and MCP support.

42万字深度剖析Claude Code架构，15章从对话循环到构建Agent Harness的免费中文技术书籍。

Extract any website's complete design system as DTCG tokens, Tailwind, Figma variables and MCP server output.

MCP server for Excel file manipulation: create, read, edit workbooks with AI agents.

Open-source MCP server and CLI for Unity Engine, enabling AI-driven game development and testing.

Ghidra MCP Server with 253 tools for AI-powered reverse engineering, GUI plugin and headless Docker deployment.

Fast-agent is a flexible CLI-first framework for coding, building, and evaluating AI agents with MCP, ACP, and A2A suppo

Flint is a visualization language that lets AI agents create expressive, polished charts from simple, human-editable spe

Official Rust SDK for Model Context Protocol with tokio async runtime.

Open-source, self-hosted context layer that connects 50+ workplace apps into a permission-aware knowledge base for AI ag

Self-hostable workflow orchestrator with declarative YAML, single binary, no database, MCP support.

Deep research skill for Claude Code and Codex that builds a persistent, searchable research vault.

Open-source context layer that turbocharges coding agents with faster, cheaper, codebase-aware understanding.

Official Java SDK for building MCP servers and clients, with Spring AI integration.

Open-source MCP server giving Claude and AI agents local browser access to LinkedIn profiles, companies, jobs, and messa

LeanCTX is a local-first context intelligence layer for AI coding agents, cutting token usage by 50-80% with 76 MCP tool

Multi-tenant AI agent platform in Go with 20+ LLM providers, 7 channels, and 5-layer security.

Markdown to WeChat CLI for AI agents: 40+ styles, AI images, batch publish, multi-account.

Open-source Kubernetes UI with built-in MCP server for AI agents to inspect, debug, and operate clusters.

Local-first desktop workspace for AI coding agents with model-agnostic providers and installable plugins.

Open-source cross-platform AI assistant with MCP tools, voice streaming, vision, and IoT support.

Open-source AI workbench for scientific research, automating literature review, experiments, and write-ups.

Build production-ready AI agents and multi-agent systems in Python or TypeScript.

Token-conscious database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Agent-driven reverse engineering toolkit that inspects apps and native binaries via CLI and MCP.

Discover and install Claude Code plugins, agents, commands, hooks, and MCP servers from a curated marketplace.

Fast, self-contained terminal AI coding agent with cost-aware routing across LLM providers.

Neo.mjs is a self-evolving AI engineering team that inhabits live apps via cross-model swarm, Neural Link, and GraphRAG.

Cortex turns OpenAPI, GraphQL, gRPC and MCP specs into interactive docs, typed SDKs, and MCP servers.

AI-driven penetration testing CLI that automates the full pentest workflow via natural language, MCP tools, and LLM agen

Native local dev environment for macOS, Windows & Linux with runtimes, databases, servers, HTTPS, and MCP support.

Self-hosted multi-user, multi-agent AI assistant with web dashboard, CLI, IM channels, and MCP connectors.

Fli is a Python library, CLI, and MCP server for fast, reliable Google Flights search without scraping.

Open-source .NET multi-agent AI framework for building enterprise conversational AI with LLM integration.

MCP server for searching, downloading, and analyzing arXiv papers with citation graphs and alerts.

Comprehensive MCP server & CLI for controlling Gmail, Calendar, Docs, Sheets, and more with AI.

MCP server that lets AI assistants control DaVinci Resolve Studio via its official scripting API.

Official Tonghuashun A-share financial data API, MCP, CLI and Python SDK for AI agents and quant research.

OpenOcta 八爪鱼：中国首个开源个人桌面级 AI 智能体，Go 单二进制，本地优先，支持 MCP/Skills 与 IM 远程指挥。

Silex is a free/libre visual website builder that exports clean static HTML/CSS and integrates with CMS and AI via MCP.

Hosted remote MCP server unifying Google Ads, Meta Ads, GA4 and Search Console with 250+ tools for Claude, ChatGPT and C

Metasearch library aggregating results from multiple web search engines with MCP server support.

Secure persistent personal AI agent server in Rust with sandboxed execution, multi-provider LLMs, voice, memory, and MCP

Export and archive Slack messages, files, and users locally without admin privileges.

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket trans

Bridge between Streamable HTTP and stdio MCP transports for flexible MCP server connectivity.

Fast Rust web crawler & scraper for AI agents, LLMs, and RAG pipelines.

JADX plugin integrating MCP server for AI-driven Android APK analysis and reverse engineering.

MetaMCP is a Docker-based MCP aggregator, orchestrator, middleware, and gateway for unified MCP server management.

MCP server for web search, scraping, structured data extraction, and browser automation for AI agents.

CLI scaffolding tool for building modular Go applications with layered architecture and dependency injection.

Enterprise-grade multi-tenant AI agent platform with RAG, workflows, GUI automation, and model management.

Token-efficient MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST parsing.

从零手写 Claude Code 的分步教程，用约 5000 行 TypeScript/Python 复现核心架构，理解 coding agent 原理。

49 free Claude marketing skills for Google Ads, Meta Ads, SEO and AI visibility, plus the Ryze MCP connector.

AI-first JavaScript reverse engineering MCP server with headless Chrome debugging, breakpoints, network/WebSocket analys

Enterprise-grade TypeScript framework for building production-ready MCP servers with decorators, DI, and built-in auth.

Free SEO MCP server and open-source Claude skills for keyword research, rank tracking, audits and AI visibility on your

MCP server for Korean law: search statutes, precedents, ordinances, and verify citations via LLM.

MCP server & CLI for searching and downloading academic papers from arXiv, PubMed, bioRxiv, and more.

Open-source ERP, MES, and QMS for manufacturing with API-first design and MCP support.

Centralized hub to manage, route, and orchestrate multiple MCP servers with flexible endpoints and smart routing.

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API

Open-source agentic framework for generating publication-quality academic diagrams and plots from text, with MCP server

Unla is a lightweight MCP gateway that converts existing APIs and MCP servers into MCP endpoints with zero code changes.

Native MCP plugin exposing x64dbg debugger control to AI assistants for agentic reverse engineering.

Open-source testing & evaluation platform for MCP server developers to inspect, debug, and run evals across clients.

Stealth browser automation MCP server that bypasses anti-bot systems for AI agents.

Desktop app to manage, organize, and toggle MCP servers across projects and workspaces.

Self-hosted open-source API management platform with MCP support for building AI-ready APIs.

Turn your ESP32 into an AI-enabled NAT router, firewall, and WireGuard VPN with MCP control.

One-sentence AI expert team orchestration: 267 roles, YAML zero-code, auto-verified deliverables, multi-LLM support.

All-in-one malware analysis tool with static/dynamic analysis and MCP server integration.

Full-stack TypeScript framework for building type-safe MCP apps and servers with React.

Semantic code intelligence MCP server with RAG, AST, spectral clustering, and memory graph for large codebases.

Open-source desktop app to orchestrate AI agent teams with kanban board, multi-model support, and code review.

Unified MCP server for Google Ads, Meta Ads, and GA4 with 250+ tools, remote OAuth, and no API keys.

Self-hosted persistent memory backend for AI agents with REST API, MCP, knowledge graph, and OAuth.

Open-source AI red team harness with 13+ agents, 176+ MCP tools, and 7,600+ attack skills for autonomous pentesting.

Zero-dependency C++23 CLI and MCP server that gives coding agents a ranked call graph to cut token use.

Open-source MCP host desktop app for ChatGPT, Anthropic, Ollama, and more.

MCP server & skills to help AI coding tools generate better PostgreSQL code.

Unified real-time search MCP server with web, vertical, batch search and URL extraction.

Powerful MCP server for Slack with stealth mode, OAuth, DMs, smart history, and no permission requirements.

MCP server with 533 tools to access 70 Brazilian public APIs for AI agents.

Open-source MCP server for AI image & video generation with 1,400+ prompts, multi-model support, and parallel orchestrat

AI-powered RSS reader and information hub with MCP server, monitoring, and daily briefs.

Official PHP SDK for building MCP servers and clients, with tools, resources, and STDIO/HTTP transports.

MCP server exposing language server semantic tools (definition, references, rename, diagnostics) to LLMs.

Official MCP server for searching and analyzing French open data from data.gouv.fr via AI chatbots.

RuleGo is a lightweight, high-performance, embedded component orchestration rule engine framework for Go, enabling flexi

Official MiniMax MCP server for text-to-speech, voice cloning, video, image, and music generation via API.

AI-powered academic writing assistant with multi-agent orchestration for in-editor Overleaf review and editing.

Open-source voice-controlled AI workstation for macOS with MCP server support, local-first and MIT licensed.

Open standard for portable, interoperable AI memory across tools, sessions, and devices.

Self-hosted multi-agent orchestrator for Claude Code, Codex CLI, Gemini CLI, and OpenCode with live 3D command center.

Self-hosted universal AI memory system for coding agents via MCP, eliminating AI amnesia.

Self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes with REST, CLI, and MCP.

Self-hosted AI workspace for local & BYOK LLMs with agents, MCP tools, and deep research.

Self-hosted AI backend daemon with shared memory, 136 API endpoints, and multi-interface access.

Native Apple LLM client for LiteLLM, Ollama, and OpenAI-compatible APIs with SwiftUI.

Your AI. Your machine. Always on. A personal assistant in one pure-Swift binary.

A self-hosted AI platform — inference, tool use, browser automation, image generation, speech synthesis, transcription,

Self-hosted, local-first personal AI agent with memory, voice, MCP, automation, and verified self-extension.