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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

  • Testrail mcp server

    uarlouski/testrail-mcp-server/io.github.uarlouski/testrail-mcp-server MCP server

    28★ repo

    Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.

  • Mcp

    jotform/mcp-server/com.jotform/mcp MCP server

    27★ repo

    Jotform MCP

  • MCP

    EduBase/MCP/io.github.EduBase/MCP MCP server

    27★ repo

    EduBase MCP server

  • Bexio mcp server

    promptpartner/bexio-mcp-server/io.github.PromptPartner/bexio-mcp-server MCP server

    27★ repo

    Swiss accounting integration for Bexio. 314 tools: invoices, contacts, projects, account balances

  • Mcp cn commerce

    TonyWang-hub/mcp-cn-commerce/io.github.TonyWang-hub/mcp-cn-commerce MCP server

    27★ repo

    Read-only merchant data from 8 Chinese e-commerce platforms: orders, products, after-sales, ads

  • Dynatrace managed mcp

    dynatrace-oss/dynatrace-managed-mcp/io.github.dynatrace-oss/dynatrace-managed-mcp MCP server

    27★ repo

    MCP server for Dynatrace Managed to access logs, events, and metrics.

  • Hatago mcp hub

    himorishige/hatago-mcp-hub/io.github.himorishige/hatago-mcp-hub MCP server

    27★ repo

    Unified MCP Hub for managing multiple Model Context Protocol servers

  • Gnosis MCP

    nicholasglazer/gnosis-mcp/io.github.nicholasglazer/gnosis MCP server

    27★ repo

    Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

  • prismAId MCP

    open-and-sustainable/prismaid/io.github.open-and-sustainable/prismaid-mcp MCP server

    27★ repo

    MCP server for prismAId AI-assisted systematic reviews and protocol conformance checking.

  • Markdown Vault MCP

    pvliesdonk/markdown-vault-mcp/io.github.pvliesdonk/markdown-vault-mcp MCP server

    27★ repo

    Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

  • Sfcc dev mcp

    taurgis/sfcc-dev-mcp/io.github.taurgis/sfcc-dev-mcp MCP server

    27★ repo

    MCP server for Salesforce B2C Commerce Cloud development assistance

  • MCP Local WP

    verygoodplugins/mcp-local-wp/io.github.verygoodplugins/mcp-local-wp MCP server

    no license27★ repo

    WordPress database access via Local by Flywheel. Execute read-only MySQL queries and inspect schema.

  • Vouch mcp

    vouch-protocol/vouch/io.github.vouch-protocol/vouch-mcp MCP server

    no license27★ repo

    Sign and verify W3C Verifiable Credentials so AI agents can cryptographically authorize actions.

  • siGit

    getsigit/sigit/si.sigit/sigit MCP server

    no license27★ repo

    MCP server for siGit (sigit.si): browse repos, search code, manage PRs/issues, web search.

  • Aiven MCP

    aiven-open/mcp-aiven/io.aiven/mcp MCP server

    26★ repo

    Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.

  • MCP Memory Gateway

    IgorGanapolsky/mcp-memory-gateway/io.github.IgorGanapolsky/mcp-memory-gateway MCP server

    26★ repo

    Pre-action gates that block AI agents from repeating known mistakes.

  • Cuba memorys

    LeandroPG19/cuba-memorys/io.github.LeandroPG19/cuba-memorys MCP server

    26★ repo

    Persistent memory MCP server. 29 tools, BM25+MMR+OOD retrieval, CFR-21 audit, code graph.

  • NetLogo MCP

    Razee4315/NetLogo-MCP/io.github.Razee4315/netlogo-mcp MCP server

    26★ repo

    Create, run, and analyze NetLogo agent-based models through natural conversation

  • Omni lpr

    habedi/omni-lpr/io.github.habedi/omni-lpr MCP server

    26★ repo

    An MCP server for automatic license plate recognition

  • App publish

    mikusnuz/app-publish-mcp/io.github.mikusnuz/app-publish MCP server

    26★ repo

    MCP server for App Store Connect & Google Play Console — iOS/Android app management

  • Oura ring mcp

    mitchhankins01/oura-ring-mcp/io.github.mitchhankins01/oura-ring-mcp MCP server

    no license26★ repo

    Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.

  • Swissgroceries mcp

    nicktcode/swissgroceries-mcp/io.github.nicktcode/swissgroceries-mcp MCP server

    no license26★ repo

    Swiss grocery search, promotions, and shopping plans across Migros, Coop, Aldi, Denner, Lidl.

  • Prism mcp

    prismatic-io/prism-mcp/io.github.prismatic-io/prism-mcp MCP server

    26★ repo

    MCP server that wraps Prismatic's Prism CLI tool

  • JustCall MCP Server

    saaslabsco/justcall-mcp-server/host.justcall.mcp/justcall-mcp-server MCP server

    25★ repo

    JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.

  • Mcp server kalshi

    9crusher/mcp-server-kalshi/io.github.9crusher/mcp-server-kalshi MCP server

    25★ repo

    MCP server for end-to-end trading on Kalshi prediction markets: discover, research, trade.

  • Agent360 Browser MCP

    Agent360dk/browser-mcp/io.github.Agent360dk/browser-mcp MCP server

    25★ repo

    Give AI agents control of your real, logged-in Chrome. Chrome extension + MCP server, 34 tools.

  • Eu regulations mcp

    Ansvar-Systems/EU_compliance_MCP/io.github.Ansvar-Systems/eu-regulations-mcp MCP server

    25★ repo

    Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 recitals, ISO 27001

  • FreeCAD MCP

    blwfish/freecad-mcp/io.github.blwfish/freecad-mcp MCP server

    25★ repo

    Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more via 30+ tools.

  • Domain search mcp

    dorukardahan/domain-search-mcp/io.github.dorukardahan/domain-search-mcp MCP server

    25★ repo

    Naming engine with availability intelligence: score names, check domains, socials and registries.

  • PostgreSQL performance Tuner MCP Server

    isdaniel/pgtuner_mcp/io.github.isdaniel/pgtuner_mcp MCP server

    25★ repo

    provides AI-powered PostgreSQL performance tuning capabilities.

  • Pyxel MCP

    kitao/pyxel-mcp/io.github.kitao/pyxel-mcp MCP server

    25★ repo

    MCP server for Pyxel, a retro game engine for Python

  • Xdebug

    kpanuragh/xdebug-mcp/io.github.kpanuragh/xdebug MCP server

    25★ repo

    MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

  • Localstack mcp server

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

    25★ repo

    A LocalStack MCP Server providing essential tools for local cloud development & testing

  • Telegram (mcp-telegram)

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

    25★ repo

    MCP server for Telegram userbot — messages, media, reactions, polls & more. Built on GramJS/MTProto.

  • Baepsae

    oozoofrog/mcp-baepsae/io.github.oozoofrog/baepsae MCP server

    25★ repo

    Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

  • Arxiv search

    TaewoooPark/scholar-megasearch/skills/arxiv-search Skill

    24★ repo

    Massive multi-source academic literature search for Claude Code — one skill fans out subagents across 20+ scholarly databases (arXiv, Semantic Scholar, Crossref, OpenAlex, PubMed, …), merges into a deduplicated ranked corpus, and acquires the original PDFs.

  • Mcp

    teamwork/mcp/com.teamwork/mcp MCP server

    24★ repo

    The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.

  • Appstore connect

    SardorbekR/appstore-connect-mcp/io.github.SardorbekR/appstore-connect MCP server

    24★ repo

    MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

  • Acronis MCP

    servosity/msp-skills/io.github.Servosity/acronis-mcp MCP server

    no license24★ repo

    The first real CLI for the Acronis Cyber Protect Cloud platform - every tenant, agent, and usage

  • devcontainer-mcp

    aniongithub/devcontainer-mcp/io.github.aniongithub/devcontainer-mcp MCP server

    24★ repo

    Manage dev container environments via MCP (Docker, DevPod, Codespaces).

  • Mcp mat

    codelipenghui/mcp-mat/io.github.codelipenghui/mcp-mat MCP server

    24★ repo

    Headless Eclipse MAT MCP server for Java heap dump analysis

  • Ux mcp server

    elsahafy/ux-mcp-server/io.github.elsahafy/ux-mcp-server MCP server

    24★ repo

    UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client

  • Ai cli mcp

    mkXultra/ai-cli-mcp/io.github.mkXultra/ai-cli-mcp MCP server

    24★ repo

    Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs

  • NEUS MCP

    neus/network/io.github.neus/neus-mcp MCP server

    no license24★ repo

    Portable identity, authority, trust receipts, and Vault secrets before sensitive AI actions.

  • Zoteus

    oscardvs/zoteus/io.github.oscardvs/zoteus MCP server

    24★ repo

    The everything Zotero MCP server — Web API v3 + local API, safe writes, citations, search.

  • Awesome agent skills

    shadowrootdev/awesome-agent-skills-mcp/io.github.shadowrootdev/awesome-agent-skills MCP server

    24★ repo

    MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.

  • MCP FreeScout

    verygoodplugins/mcp-freescout/io.github.verygoodplugins/mcp-freescout MCP server

    24★ repo

    FreeScout ticket management with AI-powered analysis, search filters, and structured outputs.

  • Yantrikdb mcp

    yantrikos/yantrikdb-mcp/io.github.yantrikos/yantrikdb-mcp MCP server

    24★ repo

    Cognitive memory for AI agents — semantic memory, knowledge graph, and adaptive recall

  • Mfukushim map traveler mcp

    mfukushim/map-traveler-mcp/ai.smithery/mfukushim-map-traveler-mcp MCP server

    23★ repo

    Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th…

  • Red Hat Lightspeed MCP

    RedHatInsights/insights-mcp/io.github.RedHatInsights/insights-mcp MCP server

    23★ repo

    Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

  • ZulipChat MCP Server

    akougkas/zulipchat-mcp/io.github.akougkas/zulipchat MCP server

    23★ repo

    ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

  • OneTool MCP

    beycom/onetool-mcp/io.github.beycom/onetool-mcp MCP server

    23★ repo

    One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright

  • Growthbook mcp

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

    23★ repo

    MCP Server for interacting with GrowthBook

  • Codex tldraw mcp

    jananadiw/codex-tldraw-mcp/io.github.jananadiw/codex-tldraw-mcp MCP server

    23★ repo

    A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.

  • Kindex

    jmcentire/kindex/io.github.jmcentire/kindex MCP server

    23★ repo

    Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

  • Rogue Binary MCP

    kirkderp/rbinmcp/io.github.kirkderp/rbinmcp MCP server

    no license23★ repo

    Rust MCP server for binary analysis and reverse engineering.

  • Mcp sap gui

    kts982/mcp-sap-gui/io.github.kts982/mcp-sap-gui MCP server

    23★ repo

    SAP GUI for Windows automation for AI agents - 57 structured tools via SAP GUI Scripting API

  • T2000

    mission69b/t2000/io.github.mission69b/t2000 MCP server

    23★ repo

    MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport

  • Outlook MCP

    mpalermiti/outlook-mcp/io.github.mpalermiti/outlook-mcp MCP server

    23★ repo

    Microsoft Outlook personal accounts: mail, calendar, contacts, to-do, drafts (62 tools).

  • Operant mcp

    operantlabs/operant-mcp/io.github.operantlabs/operant-mcp MCP server

    23★ repo

    Security testing MCP server for penetration testing, forensics, and vulnerability assessment