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All niches
Nichemcp

MCP

[TOOLS_TRACKED]80
[ACCELERATING]5
[DYING]0
[AVG_VELOCITY]0.13/10
See our pick → Best MCP
[ACCELERATING]

Accelerating

5
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • nextlevelbuilder/goclawGoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.
    3.24—↑ +523.3kAccel
  • mukul975/Anthropic-Cybersecurity-Skills817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0
    1.25—↑ +4.2k21kAccel
  • Q00/ouroborosAgent OS: Stop prompting. Start specifying.
    1.24—↑ +1064.7kAccel
  • TabularisDB/tabularisOpen-source database client for PostgreSQL, MySQL/MariaDB and SQLite with SQL notebooks, visual EXPLAIN, AI and MCP built in. Hackable with plugins.
    1.10—↑ +6103.3kAccel
  • EverMind-AI/EverOSSelf-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more
    0.72—↑ +1.0k8.8kAccel
[STABLE]

Stable

84
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • jeecgboot/JeecgBootAI 低代码平台「低代码 + 零代码」双驱动!低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,消除 Java 项目 80% 的重复工作,提效而不失灵活。
    4.12↑ +8947kStable
  • HKUDS/Vibe-Trading"Vibe-Trading: Your Personal Trading Agent"
    3.47—↑ +65213kStable
  • danny-avila/LibreChatEnhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active
    3.44—↑ +33740kStable
  • labring/FastGPTFastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
    3.25↑ +9129kStable
  • lobehub/lobehub🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
    3.10—↑ +23879kStable
  • langgenius/difyProduction-ready platform for agentic workflow development.
    3.01↑ +744146kStable
  • sickn33/antigravity-awesome-skillsInstallable GitHub library of 1,600+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and official/community skill collections.
    2.91—↑ +57442kStable
  • diegosouzapw/OmniRouteNever stop coding. Free AI gateway: one endpoint, 160+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.
    2.87—↑ +3646.9kStable
  • NateBJones-Projects/OB1Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.
    2.28—↑ +1293.9kStable
  • google-antigravity/antigravity-sdk-pythonA Python library for building AI agents that leverage the full power of Google Antigravity.
    2.25—↑ +1752.0kStable
  • ComposioHQ/composioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
    2.19↑ +11329kStable
  • MemPalace/mempalaceThe best-benchmarked open-source AI memory system. And it's free.
    2.18↑ +37156kStable
  • sansan0/TrendRadar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
    2.13↑ +26060kStable
  • ruvnet/ruflo🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration
    2.07↑ +1.1k61kStable
  • BlazeUp-AI/ObservalObserval is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.
    1.97↑ +272.1kStable
  • makeplane/plane-mcp-serverPlane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
    1.93—↑ +8252Stable
  • open-webui/open-webuiUser-friendly AI Interface (Supports Ollama, OpenAI API, ...)
    1.88↑ +748143kStable
  • strands-agents/harness-sdkBuild an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
    1.79↑ +736.3kStable
  • open-metadata/OpenMetadataThe Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.
    1.75—↑ +5214kStable
  • stickerdaniel/linkedin-mcp-serverOpen-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
    1.74—↑ +912.5kStable
  • IBM/AssetOpsBenchAssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
    1.73—↑ +641.9kStable
  • containers/kubernetes-mcp-serverModel Context Protocol (MCP) server for Kubernetes and OpenShift
    1.68—↑ +141.7kStable
  • wshobson/agentsMulti-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
    1.68↑ +21637kStable
  • agentscope-ai/agentscopeBuild and run agents you can see, understand and trust.
    1.67↑ +17727kStable
  • xpzouying/xiaohongshu-mcpMCP for xiaohongshu.com
    1.66—↑ +8714kStable
  • repoprompt/repoprompt-ceCommunity edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.
    1.63—↑ +36324Stable
  • ModelEngine-Group/nexentNexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
    1.58—↑ +1335.3kStable
  • rohitg00/ai-engineering-from-scratchLearn it. Build it. Ship it for others.
    1.54↑ +1.8k36kStable
  • CoplayDev/unity-mcpUnity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.
    1.45↑ +20711kStable
  • headroomlabs-ai/headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
    1.40—↑ +16k50kStable
  • mastra-ai/mastraMastra is the modern TypeScript framework for AI-powered applications and agents.
    1.39↑ +21225kStable
  • VoltAgent/voltagentAI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
    1.34↑ +1029.8kStable
  • metatool-ai/metamcpMCP Aggregator, Orchestrator, Middleware, Gateway in one docker
    1.30—↑ +302.5kStable
  • tirth8205/code-review-graphLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
    1.30↑ +20419kStable
  • microsoft/playwright-mcpPlaywright MCP server
    1.29—↑ +22034kStable
  • screenpipe/screenpipeYC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps
    1.29↑ +10319kStable
  • mudler/LocalAILocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
    1.29↑ +15547kStable
  • yvgude/lean-ctxControl what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
    1.26—↑ +1372.9kStable
  • patchy631/ai-engineering-hubIn-depth tutorials on LLMs, RAGs and real-world AI agent applications.
    1.25↑ +11636kStable
  • superset-sh/supersetCode Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
    1.24↑ +15112kStable
  • ag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
    1.23—↑ +204.7kStable
  • nageoffer/ragent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 工具调用与深度思考。面向真实业务场景,从 0 到 1 完整工程实现。
    1.22—↑ +712.9kStable
  • casdoor/casdoorAn open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD
    1.21↑ +3314kStable
  • NirDiamant/agents-towards-productionEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
    1.21↑ +7121kStable
  • mindsdb/mindsGeneral-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).
    1.20↑ +1339kStable
  • AstrBotDevs/AstrBotAI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
    1.19↑ +39435kStable
  • modelcontextprotocol/ext-appsOfficial repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
    1.15—↑ +382.5kStable
  • googleapis/mcp-toolboxMCP Toolbox for Databases is an open source MCP server for databases.
    1.15↑ +4716kStable
  • davepoon/buildwithclaudeA single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw
    1.14—↑ +233.1kStable
  • trpc-group/trpc-agent-goA Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
    1.11—↑ +231.4kStable
  • triggerdotdev/trigger.devTrigger.dev – build and deploy fully‑managed AI agents and workflows
    1.06—↑ +7515kStable
  • mcp-use/mcp-useThe fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
    1.05—↑ +2510kStable
  • apify/apify-mcp-serverThe Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
    1.05—↑ +221.4kStable
  • mattzcarey/shippieextendable code review and QA agent 🚢
    1.02—↑ +432.4kStable
  • PrefectHQ/fastmcp🚀 The fast, Pythonic way to build MCP servers and clients.
    1.02↑ +7826kStable
  • rikkahub/rikkahubRikkaHub is an Android APP that supports for multiple LLM providers.
    1.00—↑ +1515.6kStable
  • icip-cas/PPTAgentAn Agentic Framework for Reflective PowerPoint Generation
    1.00—↑ +364.7kStable
  • google/adk-goAn open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
    0.96↑ +458.2kStable
  • nicobailon/pi-mcp-adapterToken-efficient MCP adapter for Pi coding agent
    0.87—↑ +30926Stable
  • liyupi/ai-guide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 / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站
    0.83↑ +28116kStable
  • electerm/electerm📻Terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(linux, mac, win)
    0.82—↑ +5114kStable
  • aws-samples/sample-genai-on-eks-starter-kitA comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (vLLM, SGLang, Ollama) 📊 Vector Databases, 🔍 Embedding Models (TEI) 📈 Observability (Langfuse, Phoenix) etc. Fast-track your GenAI deployment with Kubernetes
    0.82—↑ +272Stable
  • JetBrains/koogKoog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems
    0.79—↑ +204.4kStable
  • korotovsky/slack-mcp-serverThe most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
    0.75—↑ +131.7kStable
  • Portkey-AI/gatewayA blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
    0.71↑ +7512kStable
  • PDFMathTranslate/PDFMathTranslate[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供 CLI/GUI/MCP/Docker/Zotero
    0.69—↑ +23835kStable
  • 0xMassi/webclawFast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
    0.69—↑ +861.5kStable
  • RightNow-AI/openfangOpen-source Agent Operating System
    0.69↑ +4718kStable
  • codexu/note-genA cross-platform Markdown AI note-taking software.
    0.66↑ +3212kStable
  • inkeep/agentsCreate AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.
    0.65—↑ +91.2kStable
  • opensquilla/opensquillaOpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
    0.65—↑ +3634.7kStable
  • moyangzhan/langchain4j-aideepin基于AI的工作效率提升工具(聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆) | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)
    0.60—↑ +71.3kStable
  • brightdata/brightdata-mcpA powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
    0.60—↑ +142.5kStable
  • gensecaihq/Wazuh-MCP-ServerAI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational SOC workflows.
    0.57—↑ +2188Stable
  • stefanoamorelli/sec-edgar-mcpA SEC EDGAR MCP (Model Context Protocol) Server
    0.56—↑ +5326Stable
  • SolaceLabs/solace-agent-meshAn event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.
    0.54—↑ +495.0kStable
  • beelzebub-labs/beelzebubA secure low code deception runtime framework, leveraging AI for System Virtualization.
    0.53—↑ +172.1kStable
  • Gennadiyev/STS2MCPFull agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
    0.53—↑ +7416Stable
  • massgen/MassGen🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai
    0.53—↑ +41.1kStable
  • Dataojitori/nocturne_memoryA lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
    0.53—↑ +171.2kStable
  • arabold/docs-mcp-serverGrounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
    0.52—↑ +221.5kStable
  • RedPlanetHQ/coreYour Personal AI OS
    0.49—↑ +101.7kStable
  • yilewang/llm-for-zoteroA research agent system deeply rooted in your Zotero library.
    0.48—↑ +602.0kStable
  • preset-io/agorOrchestrate Claude Code, Codex, and Gemini sessions on a multiplayer canvas. Manage git worktrees, track AI conversations, and visualize your team's agentic work in real-time.
    0.48—↑ +81.3kStable
[STALLING]

Stalling and dying

8
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • Sumanth077/Hands-On-AI-EngineeringA curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
    1.90—↑ +962.5kStalling
  • aaif-goose/goosean open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
    1.82—↑ +37550kStalling
  • Ed1s0nZ/CyberStrikeAICyberStrikeAI is an AI-native security testing platform built in Go. It integrates 100+ security tools, an intelligent orchestration engine, role-based testing with predefined security roles, a skills system with specialized testing skills, and comprehensive lifecycle management capabilities.
    1.18—↑ +904.7kStalling
  • MemTensor/MemOSSelf-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
    0.98↑ +6310.0kStalling
  • microsoft/skillsSkills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
    0.89—↑ +212.6kStalling
  • dyoshikawa/rulesyncA Utility CLI for AI Coding Agents
    0.82—↑ +121.2kStalling
  • pab1it0/prometheus-mcp-serverA Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
    0.77—↑ +5482Stalling
  • Zipstack/unstractLLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
    0.51—↑ +86.7kStalling
LIVE──────── · ──:──:── UTCabout