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MCP & tools

8,994 rows, by stacks then stars

960 of these skill files have been read, by 780 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid

  • Mcp

    SceneView/sceneview/io.github.SceneView/mcp MCP server

    1,278★ repo

    3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

  • Mcp

    sceneview/sceneview/io.github.sceneview/mcp MCP server

    1,277★ repo

    3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

  • Solana MCP by Vybe

    vybenetwork/solana-mcp-vybe/io.github.vybenetwork/solana-mcp-vybe MCP server

    no license1,242★ repo

    Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.

  • Monitor

    BetterDB-inc/monitor/io.github.BetterDB-inc/monitor MCP server

    no license1,232★ repo

    BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

  • Gearboy MCP Server

    drhelius/gearboy/io.github.drhelius/gearboy MCP server

    1,190★ repo

    MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator

  • Ref tools ref tools mcp

    ref-tools/ref-tools-mcp/ai.smithery/ref-tools-ref-tools-mcp MCP server

    1,148★ repo

    Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…

  • Rsdoctor

    web-infra-dev/rsdoctor/io.github.yifancong/rsdoctor MCP server

    1,139★ repo

    An MCP server that provides build analysis and optimization recommendations for Rspack projects.

  • SearXNG Search

    ihor-sokoliuk/mcp-searxng/io.github.ihor-sokoliuk/mcp-searxng MCP server

    1,123★ repo

    MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

  • Token savior

    Mibayy/token-savior/io.github.Mibayy/token-savior MCP server

    1,113★ repo

    Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

  • Mongodb mcp server

    mongodb-js/mongodb-mcp-server/io.github.mongodb-js/mongodb-mcp-server MCP server

    1,099★ repo

    MongoDB Model Context Protocol Server

  • SafeDep Vet MCP

    safedep/vet/io.github.safedep/vet-mcp MCP server

    1,097★ repo

    Protect your AI agents and IDEs from malicious open-source packages.

  • ArcadeDB MCP Server

    ArcadeData/arcadedb/com.arcadedb/mcp-server MCP server

    1,072★ repo

    Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

  • QueryWeaver

    FalkorDB/QueryWeaver/com.falkordb/QueryWeaver MCP server

    1,062★ repo

    An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

  • Power BI Modeling MCP Server

    microsoft/powerbi-modeling-mcp/com.microsoft/powerbi-modeling-mcp MCP server

    1,056★ repo

    The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents.

  • Loki mode

    asklokesh/loki-mode/io.github.asklokesh/loki-mode MCP server

    no license1,031★ repo

    Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.

  • Better icons

    dtsola/xiaoyaosearch/.claude/skills/better-icons Skill

    no license1,012★ repo

    小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

  • Scaleway MCP server

    scaleway/scaleway-cli/io.github.scaleway/scaleway-mcp MCP server

    991★ repo

    Scaleway MCP server for interacting with the Scaleway APIs

  • Mcp neo4j aura manager

    neo4j-contrib/mcp-neo4j/io.github.neo4j-contrib/mcp-neo4j-aura-manager MCP server

    979★ repo

    MCP server for Neo4j Aura Database Instance Manager.

  • Atlassian Rovo MCP Server

    atlassian/atlassian-mcp-server/com.atlassian/atlassian-mcp-server MCP server

    966★ repo

    Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

  • Octocode MCP - AI Context Platform

    bgauryy/octocode-mcp/io.github.bgauryy/octocode-mcp MCP server

    908★ repo

    AI code research platform. Search, analyze, and extract insights from any GitHub repository.

  • Mcp maintainer

    hoangsonww/Claude-Code-Agent-Monitor/.agents/skills/mcp-maintainer Skill

    891★ repo

    🚀 A real-time monitoring dashboard for Claude Code, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, and WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, and an interactive web UI/MacOS/Windows native app.

  • PDF Reader MCP

    SylphxAI/pdf-reader-mcp/io.github.SylphxAI/pdf-reader-mcp MCP server

    887★ repo

    Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.

  • StackQL MCP Server

    stackql/stackql/io.github.stackql/stackql-mcp MCP server

    866★ repo

    SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

  • ClickHouse

    ClickHouse/mcp-clickhouse/io.github.ClickHouse/mcp-clickhouse MCP server

    848★ repo

    Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

  • Tidewave Phoenix

    tidewave-ai/tidewave_phoenix/io.github.tidewave-ai/tidewave-phoenix MCP server

    842★ repo

    Runtime-level MCP server for Phoenix development: run code, read logs, query the DB, read docs.

  • ChiR24 unreal mcp server

    ChiR24/Unreal_mcp/ai.smithery/ChiR24-unreal_mcp_server MCP server

    826★ repo

    A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…

  • Next devtools mcp

    vercel/next-devtools-mcp/io.github.vercel/next-devtools-mcp MCP server

    no license803★ repo

    Next.js development tools MCP server with stdio transport

  • Reddit mcp buddy

    karanb192/reddit-mcp-buddy/io.github.karanb192/reddit-mcp-buddy MCP server

    794★ repo

    Reddit browser for AI assistants. Browse posts, search content, analyze users. No API keys needed.

  • Tapo MCP

    mihai-dinculescu/tapo/io.github.mihai-dinculescu/tapo-mcp MCP server

    788★ repo

    MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents

  • Idea reality mcp

    mnemox-ai/idea-reality-mcp/io.github.mnemox-ai/idea-reality-mcp MCP server

    774★ repo

    Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.

  • Runno

    taybenlor/runno/io.github.taybenlor/runno MCP server

    768★ repo

    MCP Server for the Runno Sandbox

  • xbbg MCP

    xbbg-org/xbbg/io.github.xbbg-org/xbbg-mcp MCP server

    765★ repo

    Local Bloomberg tools for xbbg users.

  • Openflowkit mcp

    Vrun-design/openflowkit/io.github.Vrun-design/openflowkit-mcp MCP server

    678★ repo

    Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.

  • UniFi Access MCP

    sirkirby/unifi-mcp/io.github.sirkirby/unifi-access-mcp MCP server

    663★ repo

    Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.

  • Obsidian mcp server

    cyanheads/obsidian-mcp-server/io.github.cyanheads/obsidian-mcp-server MCP server

    661★ repo

    Read, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP.

  • SonarQube MCP Server

    SonarSource/sonarqube-mcp-server/io.github.SonarSource/sonarqube-mcp-server MCP server

    no license623★ repo

    Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.

  • Hustcc mcp mermaid

    hustcc/mcp-mermaid/ai.smithery/hustcc-mcp-mermaid MCP server

    621★ repo

    Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…

  • Comfyui mcp

    artokun/comfyui-mcp/io.github.artokun/comfyui-mcp MCP server

    588★ repo

    MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

  • Webcomponents react mcp server

    UI5/webcomponents-react/io.github.UI5/webcomponents-react-mcp-server MCP server

    537★ repo

    MCP server for UI5 Web Components for React - Developer documentation and API assistance

  • MCP Server for Excel

    sbroenne/mcp-server-excel/io.github.sbroenne/mcp-server-excel MCP server

    532★ repo

    Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

  • Prometheus MCP Server

    pab1it0/prometheus-mcp-server/io.github.pab1it0/prometheus-mcp-server MCP server

    512★ repo

    MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

  • Mcp server motherduck

    motherduckdb/mcp-server-motherduck/io.github.motherduckdb/mcp-server-motherduck MCP server

    506★ repo

    SQL analytics and data engineering for AI Assistants and IDEs

  • Vibe check mcp server

    PV-Bhat/vibe-check-mcp-server/io.github.PV-Bhat/vibe-check-mcp-server MCP server

    503★ repo

    Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

  • Anytype mcp

    anyproto/anytype-mcp/io.github.anyproto/anytype-mcp MCP server

    500★ repo

    Official MCP server for Anytype API - your encrypted, local and collaborative wiki.

  • Docfork mcp

    docfork/docfork-mcp/ai.smithery/docfork-mcp MCP server

    489★ repo

    @latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

  • Docfork mcp

    docfork/docfork/com.docfork/docfork-mcp MCP server

    488★ repo

    Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.

  • Token optimizer mcp

    ooples/token-optimizer-mcp/io.github.ooples/token-optimizer-mcp MCP server

    479★ repo

    Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

  • Tidewave Rails

    tidewave-ai/tidewave_rails/io.github.tidewave-ai/tidewave-rails MCP server

    474★ repo

    Runtime-level MCP server for Rails development: run code, read logs, query the DB, read docs.

  • Touchdesigner mcp server

    8beeeaaat/touchdesigner-mcp/io.github.8beeeaaat/touchdesigner-mcp-server MCP server

    470★ repo

    MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

  • Strava mcp

    r-huijts/strava-mcp/io.github.r-huijts/strava-mcp MCP server

    467★ repo

    MCP server for accessing Strava API

  • Mcp youtube transcript

    jkawamoto/mcp-youtube-transcript/io.github.jkawamoto/mcp-youtube-transcript MCP server

    463★ repo

    An MCP server retrieving transcripts of YouTube videos

  • Kody

    kentcdodds/kody/io.github.kentcdodds/kody MCP server

    no license453★ repo

    Personal assistant MCP server with search, execute, packages, jobs, secrets, and integrations.

  • Configure

    SponsioLabs/Sponsio/plugins/sponsio-claude-code/skills/configure Skill

    445★ repo

    Deterministic safety solutions for probabilistic AI agents

  • Gk cli

    gitkraken/gk-cli/com.gitkraken/gk-cli MCP server

    no license442★ repo

    The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

  • Superserve

    superserve-ai/superserve/io.github.superserve-ai/mcp MCP server

    439★ repo

    MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs

  • Spec driven development

    formulahendry/mcp-server-spec-driven-development/io.github.formulahendry/spec-driven-development MCP server

    435★ repo

    MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

  • Mcp server trello

    delorenj/mcp-server-trello/io.github.delorenj/mcp-server-trello MCP server

    432★ repo

    MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.

  • Anki MCP Server

    ankimcp/anki-mcp-server/ai.ankimcp/anki-mcp-server MCP server

    430★ repo

    MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

  • Blockrun mcp

    BlockRunAI/blockrun-mcp/io.github.BlockRunAI/blockrun-mcp MCP server

    426★ repo

    Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.

  • Google Maps MCP Server

    cablate/mcp-google-map/io.github.cablate/google-map MCP server

    424★ repo

    18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.