MCP Servers
700 Model Context Protocol servers, detected inside our catalog of 10,000+ open-source AI projects. Every card links to a full profile — stars, language, commit activity, health score and related projects — refreshed daily. Directories list MCP servers; we analyze them.
Live data · Updated daily · 700 MCP servers · 10,269 projects scanned
Detection: GitHub topics (mcp, mcp-server, model-context-protocol), repository name, or the exact phrase « MCP server » in the description. Ambiguous matches are excluded rather than guessed.
GitHub & Git 37View all 37 →
GitHub's official MCP Server
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
Local-first cross-platform desktop workspace for Claude Code / agents: multi-agent, Git worktrees, code diffs, skill marketplace,…
Korea Investment & Securities Open API Github
Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate ag…
extendable code review and QA agent 🚢
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architec…
The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitte…
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just…
Code research platform for AI agents: local + GitHub search, LSP semantics, AST patterns, and compact context. one toolset as MCP…
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one…
Agor - team command center for all things agentic
Lakehouse native graph engine with git-style workflows
The open-source Render alternative — AI-native. Git push → build → deploy on your own infrastructure; agents are first-class…
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and re…
Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltra…
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so…
Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastM…
One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.
Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs.…
Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA re…
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf,…
~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
Compress tool outputs, logs, files, conversations, and RAG context before they reach the model. On measured workloads, Entroly re…
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilo…
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, Gi…
368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, busi…
Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web sources with citations.
Personal AI assistant for work inside corporate constraints, built on coding agents and the tools, sessions, and permissions you a…
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LL…
Make AI coding agents safe to scale autonomously: assign work, cap spend, enforce policy, verify output, roll back failures, learn…
The black box for AI-written code. Passive decision graph linking every commit to the agent prompts behind it: drift detection, DL…
An infinite canvas desktop app for visually managing terminals
Databases 53View all 53 →
MCP Toolbox for Databases is an open source MCP server for databases.
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude C…
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in millisecond…
20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, S…
Self-hosted workflow orchestration in one binary. YAML DAGs, cron, AI agent steps, Web UI. Lightweight Airflow alternative, no dat…
Token efficient, zero-dependency database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No…
GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI age…
One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and…
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Deterministic AI agents and generated backends — MIT-licensed, self-hosted, MCP-native
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic sear…
Open-source credential gateway with a built-in vault. give your AI agents access to services without exposing keys.
PostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres applic…
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your w…
Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.
Open-source WhatsApp + Instagram Business platform
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protoc…
面向 A 股日K、分钟K与ETF分钟数据的本地量化引擎,集成增量同步、本地缓存、复权、批量查询、…
Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and operate OpenClaw, Claude Code, Codex, and o…
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, c…
Scaffold production-ready full-stack apps in TypeScript, Rust, Python, Go, and Java with a visual builder and CLI. Choose your fro…
Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Interco…
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 284 commands, 244 MCP tools, c…
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. W…
Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic…
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers…
Persistent, provider-neutral memory for Codex, Claude Code, OpenCode, Pi, and MCP coding agents.
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analyt…
RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware recor…
Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn…
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working m…
Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your bro…
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storag…
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one…
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Sel…
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
AI Engineering Specially Topics- Agentic AI & GenAI Explanation
Own your AI memory — import ChatGPT, Claude and Gemini exports, see what each AI knows about you. Checkpoint/restore and cross-m…
A Modern GUI Interface for Vector Database Management(Supports MCP integration)
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchestrates your own virtual team. Free.
面向 PRD、业务规则、SOP、流程文档和产品截图的证据型 RAG 知识库。
Browsers & Automation 32View all 32 →
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc)…
Chrome DevTools for coding agents
JavaScript in-page GUI agent. Control web interfaces with natural language.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages…
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any othe…
Playwright MCP server
An autonomous agent that conducts deep research on any data using any LLM providers
This is the official website for TuriX Computer-use-Agent
Open-source All in One AI agent workspace. Run any agent — Claude Code, Codex — across your tools (100+ integrations + MCP), a…
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding a…
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query.…
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MC…
Your own search engine
Allow LLMs to control a browser with Browserbase and Stagehand
DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export…
Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two desktops, age…
The agent that turns websites into APIs!
gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill,支…
Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.
Browser automation clicks buttons. OpenTabs calls APIs.
Open-source adversary emulation for AI agents and MCP servers.
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in F…
Workspace multiplexer for AI agent
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily inte…
Vibetest MCP - automated QA testing using Browser-Use agents
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.
Search & Web 66View all 66 →
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mis…
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude…
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace…
Open source alternative to Semrush and Ahrefs
Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built on OpenC…
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live…
A Model Context Protocol server for searching and analyzing arXiv papers
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analyt…
An official Qdrant Model Context Protocol (MCP) server implementation
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent…
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Local-first AI agent workspace for coding, writing, design, research, and automation — one runtime for desktop GUI and TUI.
An open-sourced research agent system deeply rooted in your Zotero library.
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI,…
🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history
Vibe-Research: Your Personal Trading Research Agent · A股/美股/港股 的个人投研 Agent:每日复盘、资讯雷达、…
Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.
Local code intelligence MCP server and CLI for AI coding agents
The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers fo…
AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams wh…
🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & complia…
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch…
AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For author…
An AI co-scientist powered by Scientific Agent Skills running on your desktop.
Open Science is an open-source, local-first, model-agnostic AI research workbench for scientific discovery.
Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science…
Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/G…
TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multi…
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research…
One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on C…
Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.
Self-hosted archive for AI coding sessions. Store, share, and resume agent work.
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory a…
Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + R…
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes…
Unified real-time search engine skill for AI agents.
Local-first AI agents with governed, approval-gated memory. Any model provider; MCP tools and web search built in. Nothing remembe…
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecu…
A structural code search engine for Al agents.
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private…
MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.
🎨 Open-source AI slide studio inside Codex: image-native decks, every slide a full visual canvas. ⚡ 10+ high-quality slides i…
Turn local files into searchable context for AI agents.
Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, a…
Build your own LLM-native WIKI (knowledge library). Search, extract, summarize, Q&A with contextual RAG, layered knowledge graph,…
Semantic Search & Call Graphs for AI Agents (100% Local)
Turn Codex into your investment workflow team
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search q…
Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timest…
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, vo…
MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed…
🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.
A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built…
PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.
Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of…
Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual H…
DocsAgent is a local-first AI documents assistant that lets you securely index and chat with thousands of desktop documents with z…
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs enti…
Querying local documents, powered by LLM
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier…
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.
An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistan…
Memory & Knowledge 68View all 68 →
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on yo…
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-…
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data…
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ a…
Personal memory across agents
Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% to…
《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按…
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and…
53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seaml…
The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, a…
The best-benchmarked open-source AI memory system. And it's free.
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what ma…
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces r…
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity.…
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvK…
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram,…
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
面向企业级市场的一站式AI应用开发框架,支持多厂商大模型统一接入与管理,具备安全可控的企…
Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement.…
Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents
Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 316…
Macro is a unified interface for email, messages, tasks, calls, agents, pull requests, docs, crm — linked together with shared A…
🦭 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 |…
Serverless, 100% free, and open-source Evernote alternative on Cloudflare with native MCP | 无需服务器、0费用、原生支…
The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and p…
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双…
Build your HUMAN.md.
🚀 JoySafeter: An enterprise AI Agent Platform—Not just chatting. building、running、testing, and tracing autonomous Agent T…
OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what nee…
MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transpa…
Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node…
Prismer Cloud
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor d…
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
Intent-driven workflow orchestration for multi-agent AI development — adaptive lifecycle engine, self-reinforcing knowledge grap…
Your First LLM-Wiki Conversation Knowledge Base
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails…
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
🍙 A personal AI agent & local memory hub for all AI agents like Claude Code, Codex, OpenClaw and Hermes Agent. Gives every AI o…
Your assistant's home — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host. Built on Cl…
一个本地优先的AI知识库系统(RAG),用于把本地文档接入辅导搜索与大模型对话流程。目前支持md…
A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, Lan…
Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal noise like a h…
Turn your workday into structured workflows agents can execute. 100% local, served over MCP.
An on-device LLM understands your entire life, then proactively offers to get your work done through computer use.
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.
Vestige gives AI agents sharp memory: a local-first Rust MCP server that reaches backward through time to find the quiet change, d…
Local-first AI coding memory for AI agents. Records issues, attempts, fixes and decisions, then warns your agent before it repeats…
Lightweight Long-Term Memory for LLM Agents.
Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud depen…
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and…
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evalu…
AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、…
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpath…
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG k…
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that ne…
把中文全渠道内容(抖音 / B站 / 小红书 / 公众号 / X / 播客)采集进个人知识库的 13 个 AI Skill:图…
Open-source, channel-native agent gateway for Slack. Route team threads to Claude Code, Codex, OpenCode, Docker, HTTP agents, and…
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI…
The AI-native workspace platform. Projects remember. Agents think. Automations execute. One prompt to production — bug reports &…
Memento MCP: A Knowledge Graph Memory System for LLMs
Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.
Your computer was paying attention the whole time. 14-modality capture. Proactive intelligence. Computer-use training data. Native…
Messaging 9View all 9 →
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord…
Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord
Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolat…
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugi…
Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
Make RSS 📰 great again with AI 🧠✨!!
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models a…
WhatsApp MCP server
Cloud & DevOps 18View all 18 →
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting Op…
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryab…
Next Generation Agentic Proxy for AI Agents and MCP servers
Intelligent Mixture-of-Models Router for Efficient Heterogeneous LLMs Inference
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to exp…
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你…
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 267 CN + 184 EN + 5 more language…
MCP server for the Cloudflare API
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
Supercharge AI Agents, Safely
企业级 AI 资源纳管平台,提供统一 AI网关,纳管 OpenAI、Azure、Claude、DeepSeek 等主流模型,并支持 MC…
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, conventi…
Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.
A highly efficient, secure, and stable application development platform with excellent performance, easy scalability, and deep int…
Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guardrails, A/B test & cost controls. Go-nat…
Deploy a complete self-hosted AI stack with Docker Compose: Ollama, LiteLLM, AnythingLLM, Whisper, WhisperLive, Kokoro, Embeddings…
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthr…
Filesystem 5
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tok…
A source-available, local-first alternative to Codex and Claude Code: an AI workspace for code, files, docs, websites, presentatio…
An enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations.
See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files changed, tests run,…
Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cur…
Aggregators & Toolkits 157View all 157 →
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud,…
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC,…
A collection of MCP servers.
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversat…
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your ope…
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI ag…
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Mastra is the modern TypeScript framework for AI-powered applications and agents.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipeline…
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workf…
A Go agent harness and service framework
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, an…
Trigger.dev – build and deploy fully‑managed AI agents and workflows
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control…
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any…
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent work…
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and plan…
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified too…
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
An Agentic Framework for Reflective PowerPoint Generation
CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting.…
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with central…
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platf…
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding pre…
Write HTML. Render video. Built for agents.
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST…
AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师…
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, id…
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents w…
AI agent microservice
TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task…
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13…
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher…
A secure low code deception runtime framework, leveraging AI for System Virtualization.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
A Python library for building AI agents that leverage the full power of Google Antigravity.
China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users bu…
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observa…
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Her…
A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curate…
The Unofficial and Awesome Home Assistant MCP Server
全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | Al…
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skil…
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, mu…
One place to manage & connect to all your MCP servers
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool disco…
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skill…
js hook toolkit that all you need
The control plane for AI coding agents.
Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex,…
822 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — decode a lease, write a PRD, run the AGM, prep the D…
A single interface to use and evaluate different agent frameworks
Autonomous AI pentesting engine, continuous offensive security across web, cloud, AD & Kubernetes. Agentic reasoning + real exploi…
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server…
Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI…
Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for…
A list of open-source AI projects you can use to generate income easily.
Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed executi…
The foundation layer for agentic intelligence.
🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic…
Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control, skills managemen…
Agent-native flight search & booking. Hundreds of airlines plus the major booking sites (Google Flights, Skyscanner, Kiwi). Per-fl…
MCP server SDK/example implemented entirely in bash — build a Model Context Protocol server with no runtime dependency beyond a…
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.
Public Solana MCP registry metadata for Vybe Solana API
Agent samples built using the Strands Agents SDK.
Flyto2 Core is the open-source execution kernel for automation and AI-agent workflows: 452 registry-backed modules, MCP-native tra…
A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaborati…
Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.
Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and kee…
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents…
Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.
A minimal yet powerful framework for creating AI agents with full control over tools, providers, and execution flow.
An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
Python automation toolkit for SolidWorks API
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex…
Build autonomous AI agents in Python.
Awesome MCP Servers - A curated list of Model Context Protocol servers
Claude Code and Codex skills for LinkedIn growth: write human-sounding posts, craft comments that get noticed, analyze your feed,…
Agent communication SDK. The open-source agent communication layer for AI agents — email, WhatsApp, Slack, Discord, Telegram, SM…
The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MC…
Adversary simulation and Red teaming platform with AI
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude C…
Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. P…
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, e…
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify…
🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recommend them too. R…
Make AI actually work for you - A personal agent that writes its own tools and repairs itself.
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitH…
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Ready To-Use skills, Compile any API spec i…
Open-source Agent Operating System
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fe…
Self-hosted runtime control plane for AI agents. Blocks the rogue tool call before it executes: dangerous commands, secret leaks,…
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, st…
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free A…
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One Fi…
🚀 2026 最系统的 AI Agent 速成指南|智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对…
Curated list of awesome AI tools to build beautiful UI/UX.
Fast-track AI innovation with a centralized, trusted, curated registry
162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研…
Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether Ch…
A code-first, composable SDK to build powerful AI agents
Standards for building agents, better
A curated list of AI tools, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the Open…
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .s…
Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Bui…
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and…
一个多智能体协作应用平台,支持多策略 Agent 调度、多工具编排、RAG 检索增强、会话记忆与执行…
⚡ Awesome AI Gateway — pick an AI gateway from 100+ (LiteLLM, OpenRouter, Portkey, Kong, Higress, new-api, Bifrost) by cost, s…
面向 OA、ERP、CRM、工单等企业系统快速构建智能体,让 AI 在权限、审计与治理约束下安全调用真…
Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGr…
Tutorials, Guides and Agent Skills Directories
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, D…
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."
Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity.…
Debug your AI agents
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19…
The official HOL Standards SDK, implementing the standards found in https://hol.org/docs/standards
🚀 Universal SDK for building next-gen MCP servers
Secure autonomous AI agent framework and platform. Build AI teams by describing what you want. Orchestrate agents that can do ever…
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules…
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-read…
Install, run and deploy your own decentralized AI agent service
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and a…
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test pro…
✨ A curated list of awesome GitHub instructions, prompt, skills, MCPs and agent markdown files for enhancing your GitHub Copilot…
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore,…
A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and…
A security scanner for your LLM agentic workflows
Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry
AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Co…
Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5…
Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE…
The official HOL SDK for Go, implementing the Hiero Consensus Specifications (https://github.com/hiero-ledger/hiero-consensus-spec…
Other MCP servers 255View all 255 →
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
An open-source AI agent that brings the power of Gemini directly into your terminal.
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
【低代码迈入v2.0时代,一句话即可生成整个系统】企业级AI低代码平台,一键生成前后端代码甚至…
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Build and run agents you can see, understand and trust.
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to fe…
🚀 The fast, Pythonic way to build MCP servers and clients.
Open-source MCP to use Blender with any LLM
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent system…
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Streaming music player that finds free music for you
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semanti…
Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit…
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data…
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models suppor…
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject fa…
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official…
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a un…
💻 vibe coding 2026 | Your First Modern Coding Course Beginners to Master Step by Step.
The most RAM efficient harness
Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.
RikkaHub is an Android APP that supports for multiple LLM providers.
Agenta is a workspace where you and your team build agents and automations.
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3…
On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skill…
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system,…
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generati…
Learn it. Build it. Ship it for others.
Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini…
"Vibe-Trading: Your Personal Trading Agent"
macOS video editor built for AI
📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达
Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates.…
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, adv…
🦸 AI 编程超能力 · 中文增强版 — superpowers(116k+ ⭐)完整汉化 + 6 个中国原创 skills,让 Claude Code…
企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP…
Self-Hosted API Management for Builders
One-stop shop for building AI-powered products and businesses with Stripe.
Make your own story. User-friendly software for LLM roleplaying
Make AI do actual work. Swap the model anytime — keep everything you've built.
An MCP-based chatbot | 一个基于MCP的聊天机器人
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek /…
Rich-text editor with AI and shadcn/ui
CLI to control iOS and Android devices for AI agents
Sandbox any AI agent in seconds - zero setup, zero latency.
471 plugins, 3,069 skills, 347 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manag…
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code sam…
Democratizing AI scientists with ToolUniverse
A set of tools that gives agents powerful capabilities.
An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat models for a given application based on t…
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-i…
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn p…
The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper spee…
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilit…
Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform fa…
Astrid is a portable, capability-secure operating system for composable software.
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figm…
MCP Server for Computer Use in Windows
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary tha…
⚡ 需求分析效率提升 200%!全球首个为 AI 编程时代设计的团队协作 MCP 服务器,自动分析需求自动…
A free, hands-on course on using AI developer tools to build, test, deploy, extend, and audit software without losing engineering…
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
Goal-driven, loop-powered marketing agents that crush your business goals 24/7
FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural…
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
Claude Code for Financial Market
Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more
A Utility CLI for AI Coding Agents
Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions
Open-source platform that unifies AI agent orchestration and workflow automation — autonomy and precision in one platform.
Nimbalyst - The open-source visual workspace for Claude Code, Codex, and OpenCode. Run multiple coding agents in parallel, edit th…
Token-efficient MCP adapter for Pi coding agent
Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Cl…
Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent s…
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖…
Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP serve…
Laravel-focused MCP server for augmenting your AI powered local development experience.
Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-sign…
Scan MCP servers for potential threats & security findings.
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization…
🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-edit…
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
AI-native workspace for local shells and remote machines.Zero Electron, zero OpenSSL, zero telemetry, and no app subscription.
A coding agent and general agent harness for building and orchestrating agentic applications.
A Model Context Protocol server for converting almost anything to Markdown
Security scanner for AI agents, MCP servers and agent skills.
AI-native, free, open-source alternative to Jira, Trello, ClickUp & Monday. Built for Scrum teams where humans and AI agents colla…
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!
Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer.
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy…
Runtime security for AI apps and agents: prompt injection detection, tool-call authorization, sensitive-data redaction, bot protec…
Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews c…
A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs, with MCP, skills, plugins, and noteboo…
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other I…
🐹 Cleanup, app management, maintenance, disk analysis, and live status in one free, open-source, native Mac app + extensive sup…
Compounding Context for AI Coding Assistants — MCP graph engine for Claude Code, Cursor, Copilot, Gemini, OpenCode
一款完全开源的微信公众号文章获取、RSS 订阅 API 服务,支持整号文章一键导出 7 种格式(Markdown/H…
superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long tail and enterprise sy…
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
The coding agent that answers to you, your model, your machine, your rules.
CLI security scanner built for the agentic era. Detects CI/CD misconfigs, agent permission risks, MCP tool injection, hardcoded se…
AI agent tooling for data engineering workflows.
The CLI-native orchestrator for AI agent workflows. Run Claude Code, Codex, Gemini CLI & Kimi Code from declarative YAML. Because…
MCP server to provide Figma layout information to AI coding agents like Cursor
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
Local first codebase intelligence
Connect AI models like Claude & GPT with robots using MCP and ROS.
Live MCP control of the visible draw.io canvas for step-by-step scientific illustration in Codex.
Native desktop automation CLI for AI agents. Control any application through OS accessibility trees with structured JSON output an…
Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 503 课 · 中文全量翻译 + 配套站点 + 动画讲…
Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.
Safe runtime for autonomous on-chain AI agents: isolated sandboxes, Library skills, encrypted secrets, and OKX read-only security…
Open-source, local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, a…
Open-source local-first AI agent for desktop work. No account, no telemetry: use local models with Ollama/Rapid-MLX or bring your…
Give any AI agent the ability to code
토스증권을 AI 에이전트와 터미널에서 다루는 도구. CLI 와 MCP 서버로 계좌·시세·주문은 물론 웹…
Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands of apps.
Open-source ETL/ELT on DuckDB. Write, wire, or draw one pipeline: 350+ components, 160+ connectors, dbt, CDC, data quality, a Pyth…
The most advanced, fully offline client-side AI suite on Android today.
The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDE…
Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, B…
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost trac…
Open-source runtime AI agent security tool - monitors and controls AI agents, catching malicious tool use, prompt injection, and p…
Enforce organizational standards across every AI coding agent
企业级 AI 智能体 Agent 平台,覆盖智能对话、文档知识问答、联网搜索、RAG 检索、MCP 工具协议、Ski…
企业级 AI 智能体 Agent 平台,覆盖智能对话、文档知识问答、联网搜索、RAG 检索、MCP 工具协议、Ski…
Dashboard for monitoring claude code sessions.
Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collabora…
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct f…
The agent that remembers and learns.
📄 The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR provenance, tr…
An MCP that lets AI tools securely connect to your infrastructure, write IaaS code, debug issues, and assist during incidents - wi…
Deterministic safety solutions for probabilistic AI agents
Runtime policy enforcement for AI agents. Cryptographic audit trail, human-in-the-loop approvals, kill switch. Zero code changes.
Open-source control plane for AI coding agents — run, monitor & orchestrate dozens of parallel Claude Code, Codex & Gemini sessi…
Open-source agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to…
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MI…
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning loc…
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5…
✨ Agentic chat experience in your terminal. Build applications using natural language.
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud,…
更好用的 Markdown 排版助手|一键适配微信公众号、网页与图片。
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces th…
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins,…
Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscr…
The Official MCP package for Dokploy
Nextcloud MCP Server
Plugin for JADX to integrate MCP server
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents.
Headless IDA Pro MCP Server
Context-Engine MCP - Agentic Context Compression Suite
Chat with your robotics, drone, and IoT data — ChatGPT for the physical world.
MCP generator for OpenAPIs 🫳🎤💥
《御舆:解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析,15…
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file…
A Unified MCP Server Management App (MCP Manager).
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and v…
iOS MCP: MCP management tool for jailbroken iPhones, enabling developers and AI agents to inspect and control devices.
AI Agent 工程师面试资料库 - 国内大厂面经、岗位要求、高频面试题
Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts…
Learn AI and LLMs from scratch using free resources
Run production apps without thinking about infrastructure. On your server or ours. Fully agentic.
Whale — blazingly fast, terminal-first AI coding agent for DeepSeek. ~98% prompt cache hit rate, 1M context, MCP tools, dynamic…
AI 应用开发、AI 编程实战与面试指南,涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程…
Mantis Hack
ValueCell is a community-driven, multi-agent platform for financial applications.
🚀 Rust 全量重构的 Claude Code - 性能提升 2.5x,体积减少 97% | High-performance Rust implementation of Claude Code…
Shob – an AI agent that delivers high-quality coding & automation work
A linguistic linter for Traditional Chinese (zh-TW)
The local-first, agent-native control plane for ComfyUI — MCP server + Claude Code plugin. 108 tools, 29 AI skills (Flux · WAN…
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug…
Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with…
Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 intera…
A Model Context Protocol server for Excel file manipulation
Describe it or draw it — Kiln makes it real. The open-source MCP server for 3D printing: AI agents (Claude, Codex, Cursor, or an…
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen
Supports GPT Image 2, Seedance & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration sys…
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills
Master OpenCode, the open-source AI coding agent — setup, agents, skills, plugins, MCP, Zen & headless CI.
An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps, and to proxy…
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in…
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with…
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.
Spring AI agent engineering project with Java, MCP, RAG, tool calling, multimodal workflows, and UI prototypes.
Build effective agents using Model Context Protocol and simple workflow patterns
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offlin…
Agent behavior that compiles
TAgent 是一个基于 Java 17、Spring Boot、Spring AI 和 DDD 分层构建的 AI Agent 工程实践项目。 它不是只封…
Self-hosted AI gateway and LLM proxy. OpenAI-compatible API for OpenAI, Anthropic, Gemini, Bedrock and 60+ providers, or serve vLL…
The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands
everything-claude-code 中文翻译项目:完整的 Claude Code 配置集合(agents, skills, hooks, commands, rules, MCPs)…
A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift.
The definitive OpenAI, Claude, MCP, Harness, Evals, and Production Agent Systems learning roadmap.
Local-first desktop AI workbench for roleplay, multi-character chat, long-form writing, RAG, MCP tools, plugins, and local models.
Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality.…
Lightweight, cross-platform process sandboxing powered by OpenAI Codex's runtime. Sandbox any command with file, network, and cred…
The first agentic payment network: policy-controlled, gasless, and real money-ready. OmniClaw CLI + Financial Policy Engine let a…
Model Context Protocol(MCP) 编程极速入门
Plugin for Butterbase.ai
MCP Server para 70 APIs públicas brasileiras
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants…
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Aliba…
모두의 AI (MoAI) — Claude Cowork & Claude Code 한국 실무 도메인 AI 하네스·플러그인 마켓플레이스. 사업…
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent…
ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It conver…
Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.
A code repository indexing tool to supercharge your LLM experience.
"AnyTool: Universal Tool-Use Layer for AI Agents"
MimikaStudio - A local-first application for macOS (Apple Silicon) + Agentic MCP Support
Delegate tasks to Codex and Gemini directly from within Claude Code.
A minimalistic MCP client with a good feature set.
im busy building ai agents so why not let an ai talk to my girlfriend? (i am single)
An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managin…
Govern & Secure your AI
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign ma…
Query and Summarize your chat messages.
A middleware to provide an openAI compatible endpoint that can call MCP tools
Vibecoding 系列教程:从环境搭建到多智能体协作,涵盖 MCP、Skills、Agent 分工治理
Easily create LLM tools and agents using plain Bash/JavaScript/Python functions.
An MCP Multimodal AI Agent with eyes and ears!
YAML-native agent workflow execution engine, written in Rust
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps o…
🚀 19 AI Agents + 44 Commands for Gemini CLI - Code 10x faster with auto planning, testing, review & security
MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows
Convert Any OpenAPI V3 API to MCP Server
AI agent skills for social media content strategy, creation, and analysis across text-first platforms
🤖 Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple socia…
An open source, Native AI Gateway and LLM proxy built in Rust
A working pattern for SSE-based MCP clients and servers
use claude code's agent teams orchestraction with any harness
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
Record and Replay AI Agent Trajectories.
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
Discover, evaluate and connect the best MCP servers to power your agents and tools.
About MCP servers
What is an MCP server?
An MCP (Model Context Protocol) server exposes tools, data or actions to AI assistants like Claude through a standard protocol. Instead of building one integration per assistant, a vendor ships one MCP server and every MCP-compatible client can use it.
How is the MCP Score computed?
MCP Score = activity (40 points: last push within 7/30/90/180 days) + popularity (30: logarithm of stars) + community (20: logarithm of forks) + maturity (10: repository age). It is deterministic, computed from public GitHub data at every refresh — no editorial weighting.
How are MCP servers detected?
Three strict rules: a GitHub topic (mcp, mcp-server, model-context-protocol), "mcp" as a segment of the repository name, or the exact phrase "MCP server" / "Model Context Protocol" in the description. Ambiguous matches are excluded rather than guessed.
MCP Score = activity (40: pushed within 7/30/90/180 days) + popularity (30: log of stars) + community (20: log of forks) + maturity (10: repo age). Deterministic, computed from public GitHub data at every refresh — no editorial weighting.