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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

  • Dependency management mcp server

    sonatype/dependency-management-mcp-server/com.sonatype/dependency-management-mcp-server MCP server

    no license73★ repo

    Sonatype component intelligence: versions, security analysis, and Trust Score recommendations

  • Mcp

    appwrite/mcp/io.github.appwrite/mcp MCP server

    71★ repo

    MCP (Model Context Protocol) server for Appwrite

  • Mcp for api

    appwrite/mcp-for-api/io.github.appwrite/mcp-for-api MCP server

    71★ repo

    MCP (Model Context Protocol) server for Appwrite

  • Hypermnesia mcp

    cdeust/Cortex/io.github.cdeust/hypermnesia-mcp MCP server

    71★ repo

    Scientifically-grounded persistent memory for Claude — local-first, hybrid retrieval, 72 references.

  • Orionbelt semantic layer

    ralfbecher/orionbelt-semantic-layer/io.github.ralfbecher/orionbelt-semantic-layer MCP server

    no license71★ repo

    API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

  • Plumb mcp

    tathagat22/plumb-mcp/io.github.tathagat22/plumb-mcp MCP server

    71★ repo

    Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.

  • Kesslerio attio mcp server

    kesslerio/attio-mcp-server/ai.smithery/kesslerio-attio-mcp-server MCP server

    no license69★ repo

    Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks…

  • Time mcp

    yokingma/time-mcp/io.github.yokingma/time-mcp MCP server

    69★ repo

    Time MCP Server, giving LLMs time awareness capabilities.

  • AnkiMCP Server

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

    no license68★ repo

    Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.

  • Mcp

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

    68★ repo

    Discourse MCP CLI server (stdio) exposing Discourse tools via MCP

  • Paper Distill MCP

    Eclipse-Cj/paper-distill-mcp/io.github.Eclipse-Cj/paper-distill-mcp MCP server

    67★ repo

    Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

  • Scrcpy mcp

    JuanCF/scrcpy-mcp/io.github.JuanCF/scrcpy-mcp MCP server

    67★ repo

    MCP server for Android device control via ADB and scrcpy

  • Meta ads

    mikusnuz/meta-ads-mcp/io.github.mikusnuz/meta-ads MCP server

    67★ repo

    MCP server for Meta Marketing API — Facebook & Instagram ad campaign management

  • Brainstorm mcp

    spranab/brainstorm-mcp/io.github.spranab/brainstorm-mcp MCP server

    67★ repo

    Multi-model AI brainstorming debates with code review and quick perspectives

  • Cisco Modeling Labs CML

    xorrkaz/cml-mcp/io.github.xorrkaz/cml-mcp MCP server

    67★ repo

    An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

  • Yuna0x0 hackmd mcp

    yuna0x0/hackmd-mcp/ai.smithery/yuna0x0-hackmd-mcp MCP server

    65★ repo

    Interact with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and…

  • Gemini cloud assist mcp

    GoogleCloudPlatform/gemini-cloud-assist-mcp/io.github.GoogleCloudPlatform/gemini-cloud-assist-mcp MCP server

    65★ repo

    MCP Server for understanding, managing & troubleshooting your GCP environment.

  • Redmine mcp server

    jztan/redmine-mcp-server/io.github.jztan/redmine-mcp-server MCP server

    65★ repo

    MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

  • Openaffiliate mcp

    Affitor/open-affiliate/io.github.sonpiaz/openaffiliate-mcp MCP server

    no license65★ repo

    Search and discover affiliate programs with agent-ready data and commission details.

  • Amazon ads mcp

    KuudoAI/amazon_ads_mcp/io.github.KuudoAI/amazon_ads_mcp MCP server

    64★ repo

    Amazon Ads API MCP server for Amazon Advertising API

  • Better bear

    KuvopLLC/better-bear/io.github.KuvopLLC/better-bear MCP server

    64★ repo

    MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

  • Stealthy Auto Browse

    psyb0t/docker-stealthy-auto-browse/io.github.psyb0t/stealthy-auto-browse MCP server

    64★ repo

    Self-hosted MCP server for stealth browser automation with human-like OS-level input.

  • MCP ZAP Server

    dtkmn/mcp-zap-server/io.github.dtkmn/mcp-zap-server MCP server

    63★ repo

    Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.

  • Better bear

    mreider/better-bear/io.github.mreider/better-bear MCP server

    63★ repo

    MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

  • Devrag

    tomohiro-owada/devrag/io.github.tomohiro-owada/devrag MCP server

    no license63★ repo

    Lightweight local RAG MCP server. 40x token reduction.

  • MCP AutoMem

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

    63★ repo

    Graph-vector memory for AI assistants using FalkorDB and Qdrant

  • Mailtrap

    mailtrap/mailtrap-mcp/io.mailtrap/mcp MCP server

    63★ repo

    Official MCP Server for Mailtrap

  • esa

    esaio/esa-mcp-server/io.github.esaio/esa MCP server

    62★ repo

    Official MCP server for esa.io - a documentation sharing service for teams

  • Mcp

    jsdelivr/globalping-mcp-server/io.globalping/mcp MCP server

    no license62★ repo

    Interact with a global network measurement platform.Run network commands from any point in the world

  • Mcp codebase index

    MikeRecognex/mcp-codebase-index/io.github.MikeRecognex/mcp-codebase-index MCP server

    61★ repo

    Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

  • Hop

    danmartuszewski/hop/io.github.danmartuszewski/hop MCP server

    61★ repo

    SSH connection manager with MCP server for AI-assisted operations across servers.

  • Astro mcp

    morinokami/astro-mcp/io.github.morinokami/astro-mcp MCP server

    60★ repo

    MCP server to support Astro project development

  • Codescene mcp server

    codescene-oss/codescene-mcp-server/com.codescene/codescene-mcp-server MCP server

    no license59★ repo

    An MCP server that provides CodeScene Code Health analysis tools.

  • Mdma

    MobileReality/mdma/io.github.MobileReality/mdma MCP server

    59★ repo

    MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

  • Mcp

    hummingbot/mcp/io.github.hummingbot/mcp MCP server

    59★ repo

    MCP server exposing Hummingbot API for automated multi-exchange trading

  • Mcp slim guard

    lennney/mcp-slim-guard/io.github.lennney/mcp-slim-guard MCP server

    59★ repo

    Schema compression (83%+ savings) + security proxy for MCP servers — SSRF, injection, rate limit

  • Mcp devkit server

    mapbox/mcp-devkit-server/io.github.mapbox/mcp-devkit-server MCP server

    59★ repo

    Provides AI assistants with direct access to Mapbox developer APIs and documentation.

  • Godot MCP Runtime

    Erodenn/godot-mcp-runtime/io.github.Erodenn/godot-mcp-runtime MCP server

    58★ repo

    Zero-addon MCP server for Godot 4: agents edit, run, and play-test the game.

  • Stock research mcp

    Tapetide-hq/nse-bse-indian-stock-market-data-mcp/com.tapetide/stock-research-mcp MCP server

    57★ repo

    NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII flows & portfolio

  • Gread

    NitroRCr/gread/io.github.NitroRCr/gread MCP server

    57★ repo

    An MCP server that gives your AI access to the source code and docs of all public github repos

  • Ckan mcp server

    ondata/ckan-mcp-server/io.github.aborruso/ckan-mcp-server MCP server

    57★ repo

    MCP server for interacting with CKAN open data portals

  • Context Awesome

    bh-rat/context-awesome/io.github.bh-rat/context-awesome MCP server

    57★ repo

    MCP server for accessing curated awesome list documentation

  • Weather MCP Server

    isdaniel/mcp_weather_server/io.github.isdaniel/mcp_weather_server MCP server

    57★ repo

    providing weather information, air quality data, and timezone utilities using the Open-Meteo API.

  • Gopls mcp

    xieyuschen/gopls-mcp/io.github.xieyuschen/gopls-mcp MCP server

    57★ repo

    Semantic code analysis for Go using gopls - language-aware navigation, definitions, references

  • Mcp accessibility scanner

    JustasMonkev/mcp-accessibility-scanner/io.github.JustasMonkev/mcp-accessibility-scanner MCP server

    56★ repo

    MCP server for automated web accessibility scanning with Playwright and Axe-core.

  • Yazio mcp

    fliptheweb/yazio-mcp/io.github.fliptheweb/yazio-mcp MCP server

    55★ repo

    MCP server for accessing Yazio user & nutrition data (unofficial)

  • Smart connections mcp

    msdanyg/smart-connections-mcp/io.github.msdanyg/smart-connections-mcp MCP server

    55★ repo

    Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

  • Norman MCP Server

    norman-finance/norman-mcp-server/finance.norman/mcp-server MCP server

    54★ repo

    AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.

  • Just MCP Server

    PromptExecution/just-mcp/io.github.PromptExecution/just-mcp MCP server

    54★ repo

    Expose curated Justfile recipes via MCP for safe deterministic automation.

  • Runapi mcp

    runapi-ai/mcp/io.github.runapi-builder/runapi-mcp MCP server

    54★ repo

    130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.

  • Godotiq

    salvo10f/godotiq/io.github.salvo10f/godotiq MCP server

    54★ repo

    Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.

  • Mcp

    snyk/studio-mcp/io.snyk/mcp MCP server

    54★ repo

    Easily find and fix security issues in your applications leveraging Snyk platform capabilities.

  • Home assistant mcp

    Coolver/home-assistant-mcp/io.github.Coolver/home-assistant-mcp MCP server

    53★ repo

    Vibecode your Home Assistant setup from your IDE: automations, dashboards, themes and configs

  • Mastercard Developers MCP

    Mastercard/developers-agent-toolkit/io.github.Mastercard/developers-mcp MCP server

    53★ repo

    Access Mastercard Developers APIs, documentation, and API specifications through MCP.

  • MCP Superset

    bintocher/mcp-superset/io.github.bintocher/mcp-superset MCP server

    53★ repo

    Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

  • Langcare mcp fhir

    langcare/langcare-mcp-fhir/io.github.langcare/langcare-mcp-fhir MCP server

    53★ repo

    An MCP FHIR server written in Go for EMR systems like Epic and Cerner

  • Pmcp

    paiml/rust-mcp-sdk/io.github.paiml/pmcp MCP server

    53★ repo

    High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility

  • Kkjdaniel bgg mcp

    kkjdaniel/bgg-mcp/ai.smithery/kkjdaniel-bgg-mcp MCP server

    52★ repo

    BGG MCP provides access to the BoardGameGeek API through the Model Context Protocol, enabling retr…

  • Logic Pro MCP

    MongLong0214/logic-pro-mcp/io.github.MongLong0214/logic-pro-mcp MCP server

    52★ repo

    Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

  • Buildkite mcp server

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

    52★ repo

    MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.