MCP Servers

Model Context Protocol servers you can connect an agent to — every one tested with live protocol probes. 6,649 indexed and tested.

• io.github.ariekogan/ateam-mcp

  Build, validate, and deploy multi-agent AI solutions from any AI environment.

• io.github.arielbk/anki-mcp

  MCP server for integrating with Anki flashcards through conversational AI

• io.github.Arielbs/rosetta-mcp-server

  Rosetta/PyRosetta protein modeling and Biotite translation for computational biology

• io.github.ariffazil/aaa-mcp

  Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.

• io.github.ariffazil/arifos-mcp

  Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.

• io.github.arijit-gogoi/mpv-mcp-server

  Control mpv media player — playback, playlists, YouTube streaming, and downloads.

• io.github.arikanatakan/dataxplan-mcp

  Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fixes, charts.

• io.github.arikanatakan/finvariant-mcp

  Financial-statement integrity checks (footing, tie-out) for AI agents.

• io.github.arikanatakan/oee-mcp

  Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six losses, charts.

• io.github.arikanatakan/pmcontrols-mcp

  Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI agents.

• io.github.arikanatakan/revmng-mcp

  Revenue-management tools for AI agents: seat protection, overbooking, pricing, bid prices, charts.

• io.github.arikusi/deepseek

  MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking

• io.github.arikusi/nakkas

  MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.

• io.github.aringad/fattureincloud-mcp

  Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.

• io.github.aringad/google-workspace-mcp

  Google Workspace Admin via MCP. Manage users, groups, aliases, org units.

• io.github.ark-forge/mcp-eu-ai-act

  EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI frameworks detected.

• io.github.arkheiaai/mcp-server

  Detect fabrication and hallucination in any LLM output. 30+ models supported.

• io.github.ArkTechNWA/zsh-tool

  Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

• io.github.Armada735/fake-star-audit

  Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

• io.github.Armigerous/dependency-freshness-mcp

  npm & PyPI freshness for AI agents: latest version, deprecations, dated breaking-change diffs.

• io.github.AronLEEdev/profitlee-mcp

  MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikTok Shop).

• io.github.arpe-io/arpeio-mcp

  Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress

• io.github.arpe-io/fastbcp-mcp

  MCP server for FastBCP — high-performance parallel database export to files and cloud

• io.github.arpe-io/fasttransfer-mcp

  MCP server for FastTransfer — high-performance parallel data transfer between databases

• io.github.arpe-io/lakexpress-mcp

  MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet

• io.github.arpe-io/migratorxpress-mcp

  MCP server for MigratorXpress — cross-platform database migration with parallel transfer

• io.github.Arrayo/smart-context-mcp

  Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

• io.github.artemdruzhininad-star/docker-wts-build

  Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal timeouts

• io.github.artgas1/robokassa-mcp

  Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).

• io.github.artgas1/xmlriver-mcp

  Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API

• io.github.artokun/comfyui-mcp

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

• io.github.arturogarrido/claudinho

  Live 2026 World Cup scores, fixtures & standings for your AI agent. No keys. Unofficial fan project.

• io.github.arvindand/maven-tools-mcp

  JVM dependency intelligence for AI assistants via Maven Central

• io.github.aryaminus/astro

  Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.

• io.github.AryanBV/pdf-toolkit-mcp

  Write-capable PDF toolkit MCP: 22 tools to read, create, render, encrypt, merge & fill PDFs.

• io.github.aryanduntley/aifp

  Database-driven FP enforcement and project management for AI-maintained codebases

• io.github.asadullokhn/teztun

  Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible AI client.

• io.github.ascript-cn/ascript-mcp

  Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.

• io.github.ashev87/propstack-mcp

  Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings.

• io.github.ashish-nativ/nativ

  AI-powered localization — translate, manage translation memory, and access style guides.

• io.github.ashmitrrr/dsa-tracker-mcp-server

  Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.

• io.github.AshwanthramKL/whoop-mcp

  Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports.

• io.github.ashwinvis/scb-opendata-mcp

  Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

• io.github.askadvaith/mcp-state-sidecar

  MCP State Sidecar: durable state persistence for multi-agent AI workflows

• io.github.asklokesh/loki-mode

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

• io.github.askman-dev/agent-never-give-up

  An escape guide for coding agents, providing structured thinking tools to help agents unstick.

• io.github.Asthanaji05/pokeapi-mcp-server

  Empower your AI with Pokédex powers! Fetch and explore Pokémon data seamlessly via PokeAPI.

• io.github.As-The-Geek-Learns/content-repurposer

  Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, and video.

• io.github.astrogilda/waitbus

  Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

• io.github.asume21/music-theory-mcp

  Scales, chords, progressions, key detection, and genre intelligence for your AI. No API keys needed.

• io.github.asume21/webear

  Give your AI coding assistant ears — capture, analyze, and describe live audio.

• io.github.ataberk-xyz/gossipcat

  Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

• io.github.atakanelik34/neo-x402-mcp

  8-tool AI web intelligence suite: search, scrape, screenshot, SEO, docs, crypto, code.

• io.github.a-tarasoff/zenmoney-mcp

  MCP server for ZenMoney personal finance app

• io.github.atarkowska/fastmcp-pdftools

  An MCP server that provides [describe what your server does]

• io.github.atarkowska/fastmcp-sqltools

  A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.

• io.github.atef-ataya/depwire

  Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination

• io.github.atk1-eng/1k-patient-mcp

  1k patient MCP server

• io.github.atk1-eng/weather

  An MCP server for weather information.

• io.github.atk1-eng/zoo-mcp

  A sample zoo MCP server