1,865 of these skill files have been read, by 1,328 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

• 1861

  Mcp property valuation server

  creis-ai/mcp-property-valuation-server/io.github.creis-ai/mcp-property-valuation-server · MCP server

  no license5★ repo

  MCP服务器，提供房产小区评级和评估功能

• 1862

  Eur lex mcp server

  cyanheads/eur-lex-mcp-server/io.github.cyanheads/eur-lex-mcp-server · MCP server

  5★ repo

  Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.

• 1863

  Eurostat mcp server

  cyanheads/eurostat-mcp-server/io.github.cyanheads/eurostat-mcp-server · MCP server

  5★ repo

  Search and query the Eurostat catalogue — EU economy, demography, trade, and NUTS regional data.

• 1864

  Protein mcp server

  cyanheads/protein-mcp-server/io.github.cyanheads/protein-mcp-server · MCP server

  5★ repo

  MCP Server for 3D protein structural data retrieval & analysis from RCSB PDB, PDBe, and UniProt.

• 1865

  Imessage max

  cyberpapiii/imessage-max/io.github.cyberpapiii/imessage-max · MCP server

  5★ repo

  AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.

• 1866

  Cygnus ssh mcp

  cygnussystems/cygnus-ssh-mcp/io.github.cygnussystems/cygnus-ssh-mcp · MCP server

  5★ repo

  SSH-based MCP control of remote Linux, macOS, and Windows servers -- 46 purpose-built tools.

• 1867

  Hibp

  darrenjrobinson/HIBP-MCP-Server/io.github.darrenjrobinson/hibp · MCP server

  5★ repo

  A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API

• 1868

  Dbatools mcp server

  dataplat/dbatools-mcp-server/io.github.dataplat/dbatools-mcp-server · MCP server

  5★ repo

  MCP server for dbatools — exposes SQL Server management commands as MCP tools

• 1869

  agentverse

  doc2mcp/doc2mcp/io.github.doc2mcp/agentverse · MCP server

  5★ repo

  MCP server for agentverse documentation, generated by doc2mcp.

• 1870

  Postgres MCP

  edelciomolina/postgres-mcp/io.github.edelciomolina/postgres-mcp · MCP server

  no license5★ repo

  PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe read-only defaults.

• 1871

  Core

  electron-stagewright/electron-stagewright/io.github.electron-stagewright/core · MCP server

  5★ repo

  Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps.

• 1872

  Skill audit mcp

  eltociear/skill-audit-mcp/io.github.eltociear/skill-audit-mcp · MCP server

  no license5★ repo

  MCP server: static security scanner for MCP servers, agent skills & plugins. 68 attack patterns.

• 1873

  Forkflux mcp

  forkflux/forkflux/io.github.forkflux/forkflux-mcp · MCP server

  5★ repo

  Coordination layer for AI agents across isolated developer local environments (devices)

• 1874

  Cv

  francisco-perez-sorrosal/cv/io.github.francisco-perez-sorrosal/cv · MCP server

  no license5★ repo

  An MCP server that provides access to Francisco Perez-Sorrosal's CV

• 1875

  Docker MCP Server

  friendlygeorge/docker-mcp-server/io.github.friendlygeorge/docker-mcp-server · MCP server

  5★ repo

  MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents

• 1876

  Agent audit

  fullstackdegen/agent-audit/io.github.fullstackdegen/agent-audit · MCP server

  5★ repo

  Turn Lighthouse audits into coding-agent fix packs for Claude Code, Cursor, and Copilot.

• 1877

  Visuals MCP

  harrybin/visuals-mcp/io.github.harrybin/visuals-mcp · MCP server

  no license5★ repo

  MCP server for interactive visualizations: tables, images, trees, lists, master-detail

• 1878

  Telegram mcp

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

  5★ repo

  Telegram MCP server: read, send, and search messages and manage chats via your account.

• 1879

  Slidev MCP

  joelbarmettlerUZH/slidev-mcp/io.github.joelbarmettlerUZH/slidev-mcp · MCP server

  no license5★ repo

  Generate, render, and host Slidev presentations from markdown

• 1880

  UNICEF Stats MCP

  jpazvd/unicefstats-mcp/io.github.jpazvd/unicefstats-mcp · MCP server

  5★ repo

  UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.

• 1881

  Design token bridge mcp

  kenneives/design-token-bridge-mcp/io.github.kenneives/design-token-bridge-mcp · MCP server

  5★ repo

  Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI

• 1882

  Agent comm

  keshrath/agent-comm/io.github.keshrath/agent-comm · MCP server

  5★ repo

  Agent intercommunication - messaging, channels, shared state, and real-time events

• 1883

  RAGMap MCP

  khalidsaidi/ragmap/io.github.khalidsaidi/ragmap · MCP server

  5★ repo

  Discover and recommend retriever MCP servers. Includes top picks and install config tools.

• 1884

  Vueuse mcp

  kovoor/vueuse-mcp/io.github.kovoor/vueuse-mcp · MCP server

  5★ repo

  Search, browse, and get suggestions for VueUse composables

• 1885

  mcp-belgium

  lacausecrypto/mcp-belgium/io.github.lacausecrypto/mcp-belgium · MCP server

  5★ repo

  Single MCP server for Belgian public transport, statistics, open data, and geospatial services.

• 1886

  Logicapps mcp

  laveeshb/logicapps-mcp/io.github.laveeshb/logicapps-mcp · MCP server

  5★ repo

  MCP server for Azure Logic Apps - debug workflows, manage runs, and authoring

• 1887

  Advanced Zebrunner MCP Server

  maksimsarychau/mcp-zebrunner/io.github.maksimsarychau/mcp-zebrunner · MCP server

  5★ repo

  Advanced analytics, reporting, and safe mutations for Zebrunner. 64 tools, 14 resources, 17 prompts.

• 1888

  SqlAugur

  mbentham/SqlAugur/io.github.mbentham/sqlaugur · MCP server

  5★ repo

  MCP server providing AI assistants with safe, read-only SQL Server access

• 1889

  Kubeview

  mikhae1/kubeview-mcp/io.github.mikhae1/kubeview · MCP server

  5★ repo

  Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.

• 1890

  Gsc

  mikusnuz/gsc-mcp/io.github.mikusnuz/gsc · MCP server

  5★ repo

  MCP server for Google Search Console & Indexing API — search analytics, sitemaps, URL inspection

• 1891

  Mockzilla mcp

  mockzilla/mockzilla-mcp/io.github.mockzilla/mockzilla-mcp · MCP server

  5★ repo

  Mockzilla MCP server. Mock any OpenAPI spec locally with Claude, Cursor, or Gemini CLI.

• 1892

  Rakuten mcp

  mrslbt/rakuten-mcp/io.github.mrslbt/rakuten-mcp · MCP server

  5★ repo

  Rakuten Web Service for AI: Ichiba, Books, Travel, Recipe, Kobo, GORA — bilingual, read-only.

• 1893

  Hashfile MCP

  mrorigo/hashfile-mcp/io.github.mrorigo/hashfile · MCP server

  no license5★ repo

  Hash-anchored file editing with surgical precision over file editing and ironclad control of access

• 1894

  IT Glue

  mspstack/mcp-itglue/io.github.mspstack/mcp-itglue · MCP server

  5★ repo

  IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK

• 1895

  Stremio MCP Server

  netixc/stremio-mcp/io.github.netixc/stremio-mcp · MCP server

  5★ repo

  Search, play, and control Stremio on Android TV over native ADB.

• 1896

  fs-mcp-rs

  nihmadev/fs-mcp-rs/io.github.nihmadev/fs-mcp-rs · MCP server

  no license5★ repo

  A fast, configurable filesystem server for the Model Context Protocol (MCP), written in Rust.

• 1897

  Onelogin mcp

  onelogin/onelogin-mcp/io.github.onelogin/onelogin-mcp · MCP server

  5★ repo

  MCP server for OneLogin API - manage users, apps, roles, and authentication

• 1898

  DevUtils MCP Server

  paladini/devutils-mcp-server/io.github.paladini/devutils-mcp-server · MCP server

  5★ repo

  36 local developer utilities for AI agents. Hash, encoding, UUID, JWT, JSON, network, text.

• 1899

  Specrun

  pavelpiha/specrun/io.github.pavelpiha/specrun · MCP server

  5★ repo

  MCP server that converts OpenAPI specs into tools which can query API endpoints

• 1900

  Android puppeteer mcp

  pedro-rivas/android-puppeteer-mcp/io.github.pedro-rivas/android-puppeteer-mcp · MCP server

  no license5★ repo

  MCP server for Android automation with UI interaction, screenshots, and device control

• 1901

  Pepesto mcp

  pepesto-solutions/pepesto-mcp/io.github.pepesto-solutions/pepesto-mcp · MCP server

  5★ repo

  MCP server for the Pepesto grocery shopping API — recipe-to-cart across European supermarkets.

• 1902

  Postfast mcp

  peturgeorgievv-factory/postfast-mcp/io.github.peturgeorgievv-factory/postfast-mcp · MCP server

  5★ repo

  MCP server for the PostFast API — schedule and manage social media posts via AI tools

• 1903

  PineForge — offline PineScript v6 backtest MCP

  pineforge-4pass/pineforge-backtest-mcp/io.github.pineforge-4pass/pineforge-backtest-mcp · MCP server

  5★ repo

  Offline PineScript v6 → C++ backtests at deterministic TradingView parity, run locally via MCP.

• 1904

  PineForge — offline PineScript v6 backtest MCP

  pineforge-4pass/pineforge-codegen-mcp/io.github.pineforge-4pass/pineforge-codegen-mcp · MCP server

  5★ repo

  Offline PineScript v6 → C++ backtests at deterministic TradingView parity, run locally via MCP.

• 1905

  Photographi mcp

  prasadabhishek/photographi-mcp/io.github.prasadabhishek/photographi-mcp · MCP server

  5★ repo

  Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries

• 1906

  Précis Finance MCP

  precis-finance/precis-finance-mcp/io.github.precis-finance/precis-finance-mcp · MCP server

  no license5★ repo

  Public read-only Précis Finance MCP demo with synthetic data; no account or credentials required.

• 1907

  Serial MCP

  qarnet/serial-mcp/io.github.qarnet/serial-mcp · MCP server

  5★ repo

  MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.

• 1908

  Jira mcp

  raalarcon9705/jira-mcp/io.github.raalarcon9705/jira-mcp · MCP server

  5★ repo

  Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.

• 1909

  Tentra — Memory for AI Coding Agents

  rdanieli/tentra-mcp/io.github.rdanieli/tentra · MCP server

  5★ repo

  Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

• 1910

  Groundtruth

  rm-rf-prod/GroundTruth-MCP/io.github.rm-rf-prod/groundtruth · MCP server

  no license5★ repo

  Live docs MCP server. 445+ libraries, code audit, snippets, dispatch tool, telemetry.

• 1911

  Mcp gateway

  rupinder2/mcp-gateway/io.github.rupinder2/mcp-gateway · MCP server

  5★ repo

  Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

• 1912

  Mcp orchestrator

  rupinder2/mcp-orchestrator/io.github.rupinder2/mcp-orchestrator · MCP server

  5★ repo

  Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

• 1913

  Portkey admin mcp

  s-b-e-n-s-o-n/portkey-admin-mcp/io.github.s-b-e-n-s-o-n/portkey-admin-mcp · MCP server

  5★ repo

  Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.

• 1914

  Vedurstofa mcp

  sandsower/vedurstofa-mcp/io.github.sandsower/vedurstofa-mcp · MCP server

  no license5★ repo

  MCP server for Icelandic weather, forecasts, warnings, and earthquakes from vedur.is.

• 1915

  Image recongnition mcp

  mcp-s-ai/image-recongnition-mcp/io.github.shalevshalit/image-recongnition-mcp · MCP server

  no license5★ repo

  MCP server for AI-powered image recognition and description using OpenAI vision models.

• 1916

  Image recognition mcp

  mcp-s-ai/image-recognition-mcp/io.github.shalevshalit/image-recognition-mcp · MCP server

  no license5★ repo

  MCP server for AI-powered image recognition and description using OpenAI vision models.

• 1917

  MCP Stdio

  shigechika/mcp-stdio/io.github.shigechika/mcp-stdio · MCP server

  5★ repo

  Stdio-to-HTTP gateway — connects MCP clients to remote HTTP MCP servers

• 1918

  Sidebutton

  sidebutton/sidebutton/io.github.sidebutton/sidebutton · MCP server

  5★ repo

  Open-source MCP server with browser automation and knowledge packs for AI agents

• 1919

  Simplifier mcp

  simplifier-ag/simplifier-mcp/io.github.simplifier-ag/simplifier-mcp · MCP server

  5★ repo

  MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and logins

• 1920

  Notepatra mcp

  singhpratech/notepatra/io.github.singhpratech/notepatra-mcp · MCP server

  5★ repo

  Notepatra editor MCP server — 35 tools; every write human-approved in the editor; local-only.