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All nichesNichemcp
MCP
[TOOLS_TRACKED]188
[ACCELERATING]7
[DYING]0
[AVG_VELOCITY]0.74/10
See our pick → Best MCP[ACCELERATING]
Accelerating
7n8n-io/n8nFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. 5.91↑ +1.2k206kAccelpatchy631/ai-engineering-hubIn-depth tutorials on LLMs, RAGs and real-world AI agent applications. 1.68↑ +37338kAccelOtterMind/Chat2DBChat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support. 1.23—↑ +5328kAccelNVIDIA-NeMo/DataDesigner🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data. 0.88↑ +512.3kAccelaipoch/open-scienceThe open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux. 0.86—↑ +7014.9kAccelsbroenne/mcp-server-excelAutomate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations. 0.69—↑ +81772Accelmattt/iMCPA macOS app that provides an MCP server to your Messages, Contacts, Reminders and more 0.65—↑ +941.6kAccel
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 3.93↑ +80345kStablelanggenius/difyBuild Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. 3.12↑ +941157kStablelobehub/lobehub🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team. 3.03↑ +23083kStablelabring/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. 2.89↑ +5730kStableopen-multi-agent/open-multi-agentSelf-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it. 2.87↑ +196.9kStableHKUDS/nanobotUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps 2.84↑ +27648kStablediegosouzapw/OmniRouteNever stop coding. Free MIT AI gateway: one endpoint, 359 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by hundreds of contributors 2.83—↑ +2.4k69kStableHKUDS/Vibe-Trading"Vibe-Trading: Your Personal Trading Agent" 2.68—↑ +29434kStableflipped-aurora/gin-vue-admin🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台,企业级业务AI+开发解决方案,内置mcp辅助服务,内置skills管理,支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。 2.53—↑ +2325kStablesooperset/mcp-atlassianMCP server for Atlassian tools (Confluence, Jira) 2.02—↑ +235.9kStableopen-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. 1.93—↑ +6915kStableAIPentest/CyberStrikeAIThe system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next. 1.92↑ +2237.0kStableagentscope-ai/agentscopeBuild and run agents you can see, understand and trust. 1.91↑ +40932kStableCopilotKit/OpenBotOpen-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent. 1.84—↑ +3395.3kStableaaif-goose/goosean open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 1.80↑ +22255kStableMemPalace/mempalaceThe best-benchmarked open-source AI memory system. And it's free. 1.78↑ +12259kStablecontainers/kubernetes-mcp-serverModel Context Protocol (MCP) server for Kubernetes and OpenShift 1.74—↑ +202.1kStableWh1isper/mcp-email-serverFull-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP. 1.72—↑ +6334StableArize-ai/openinferenceOpenTelemetry Instrumentation for AI Observability 1.64—↑ +81.2kStablesipyourdrink-ltd/bernsteinDeterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run 1.61—↑ +581.2kStableNVIDIA-AI-Blueprints/video-search-and-summarizationNVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs. 1.61—↑ +131.9kStabletrailhq/GraftTurbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase. 1.61—↑ +9069.0kStabletrpc-group/trpc-agent-goA Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability. 1.59—↑ +231.8kStableheadroomlabs-ai/headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. 1.54↑ +1.1k73kStableahujasid/mcp-for-blenderCommunity plugin to control Blender 3D with any LLM of your choice 1.52—↑ +47029kStableCoplayDev/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. 1.48↑ +14814kStablePanniantong/Agent-ReachGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 1.45—↑ +2.4k84kStableQ00/ouroborosAgent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more. 1.42—↑ +1396.1kStablemcp-use/mcp-useThe fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. 1.36—↑ +3011kStabletirth8205/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. 1.35↑ +22432kStableCanner/WrenAIGenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more. 1.35↑ +6218kStableMemTensor/MemOSSelf-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support. 1.34↑ +15912kStablemicrosoft/playwright-mcpPlaywright MCP server 1.34—↑ +31237kStablestacklok/toolhiveToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers. 1.31—↑ +272.2kStableag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x 1.28↑ +204.9kStablegoogleapis/mcp-toolboxMCP Toolbox for Databases is an open source MCP server for databases. 1.25↑ +6016kStablemudler/LocalAILocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. 1.16↑ +8249kStableAgenta-AI/agentaAgenta is a workspace where you and your team build agents and automations. 1.15↑ +164.8kStableNateBJones-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. 1.15↑ +124.6kStabletriggerdotdev/trigger.devTrigger.dev – build and deploy durable AI agents and workflows 1.12↑ +7716kStabledyoshikawa/rulesyncA Utility CLI for AI Coding Agents 1.07↑ +321.5kStablesirkirby/unifi-mcpMCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access 1.05—↑ +19842StableDEEIX-AI/DEEIX-ChatAn enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations. 1.05—↑ +191.5kStablemodelcontextprotocol/ext-appsOfficial repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers 1.04—↑ +272.9kStablenetdata/netdataThe fastest path to AI-powered full stack observability, even for lean teams. 1.03↑ +7781kStableNirDiamant/agents-towards-productionEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 1.02↑ +2321kStablehuangjunsen0406/py-xiaozhiOpen-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction. 1.00—↑ +103.5kStable54yyyu/zotero-mcpZotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more. 0.98—↑ +745.1kStableaffaan-m/agentshieldAI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️ 0.96—↑ +221.2kStableyvgude/lean-ctxLeanCTX — Context Intelligence for AI systems. 0.92—↑ +323.8kStableThinkInAIXYZ/deepchat🐬DeepChat - A smart assistant that connects powerful AI to your personal world 0.86—↑ +126.3kStableTNT-Likely/BeeCountLocal-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV/S3 同步 · AI 记账 · MCP 0.86—↑ +512.4kStableliyupi/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 0.82↑ +30320kStablegiancarloerra/SocratiCodeEnterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta. 0.82—↑ +153.3kStablesilverstein/minutesEvery meeting, every idea, every voice note, searchable by your AI. Open-source, privacy-first conversation memory layer. 0.80—↑ +151.5kStableTabularisDB/tabularisOpen-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN. 0.80—↑ +705.0kStablearabold/docs-mcp-serverGrounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools 0.78↑ +271.8kStableartokun/comfyui-mcpLocal-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55 installer packs. Local, LAN, VPS, or Comfy Cloud. 0.78—↑ +11759Stableupstash/context7Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors 0.76↑ +23462kStableopenclaw/PeekabooPeekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models. 0.73—↑ +295.2kStableZSeven-W/openpencilThe world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil. 0.71—↑ +626.0kStableagent-infra/sandboxAll-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container. 0.69—↑ +606.0kStableheymrun/heymBuild agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure. 0.67—↑ +451.2kStableyilewang/llm-for-zoteroAn open-source research agent system for your Zotero library. 0.65—↑ +913.1kStableZipstack/unstractLLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows 0.64—↑ +127.3kStable
[STALLING]
Stalling and dying
10rohitg00/ai-engineering-from-scratchLearn it. Build it. Ship it for others. 1.81↑ +47455kStallingjeremylongshore/tons-of-skills-marketplaceModel-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. 1.21↑ +172.8kStallingrajudandigam/agent-inspectLocal evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence. 1.19—↑ +33633Stallingsamanhappy/mcphubA unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies. 1.03—↑ +162.5kStallingOpenCoworkAI/open-coworkOpen-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration. 0.80—↑ +152.2kStallingfeder-cr/AIHawkPlaywright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use. 0.79—↑ +2032kStallingicip-cas/PPTAgentAn Agentic Framework for Reflective PowerPoint Generation 0.78↑ +155.0kStallingDataTalksClub/ai-dev-tools-zoomcampAI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼 0.76↑ +161.6kStallingstackql/stackqlQuery, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents. 0.74—↑ +30991Stallingmoltis-org/moltisA secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on your hardware. 0.60—↑ +62.9kStalling
LIVE──────── · ──:──:── UTCabout