MCP Server Directory

32206 Model Context Protocol servers — searchable, rated, ready to install.

docmcp — Word & Excel files io.github.Adirdavi/docmcp

Real .docx and .xlsx files from structured data, with automatic Hebrew/Arabic RTL.

remote git data Official Registry
looktwice-mcp io.github.eason4kim-rocket/looktwice-mcp

Email, EU VAT, IBAN, and domain validation plus evidence-backed U.S. CPSC recall screening.

↓ 36/wk local git communication Official Registry
Codehabits io.github.codehabits-dev/codehabits-mcp

Team conventions, anti-patterns, and domain knowledge from .codehabits/ for AI coding agents.

local git dev-tools Official Registry
Aha.io io.github.cedricziel/aha-mcp

Search, read and update Aha.io ideas, features, epics, releases, goals and comments

↓ 81/wk local search git Official Registry
Open Investment Model io.github.antikas/openim

Read-only OpenIM search for institutional buy-side investment models and architecture.

local search git Official Registry
google-ads-manager-mcp io.github.AleemHaider/google-ads-manager-mcp

Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management.

local git Official Registry
Exec Sandbox io.github.inhuman/mcp-exec

Single exec tool running caller Python in a network-isolated locked-down sandbox.

local git Official Registry
ariadne io.github.MikhailHal/ariadne

Returns only the unit tests affected by your current Kotlin/Android code changes.

local git dev-tools Official Registry
fast-mcp-telegram io.github.alexeyleshchenko/fast-mcp-telegram

Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API

↓ 248/wk local git communication Official Registry
APEX PSI io.github.kawal393/apex-psi-mcp

Append-only evidence receipts for AI records: seal, verify, cite, chain-check, anchor status.

local git Official Registry
PyScrappy io.github.mldsveda/pyscrappy

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

↓ 114/wk local browser git Official Registry
Chess UCI io.github.AnglerfishChess/chess-uci-mcp

Analyze chess positions and get best moves from UCI engines such as Stockfish or Leela

☆ 2 ↓ 68/wk local git finance Official Registry
lr-labs io.github.abhinandansethi/lr-labs

Deterministic cross-border tax engine: PE, GAAR, Indian TP, rule-level lookup. Compiled law, no LLM.

remote search git Official Registry
ainative-strapi-mcp-server io.github.AINative-Studio/ainative-strapi-mcp-server

Strapi CMS MCP — natural-language content management: create, manage, and publish content.

↓ 24/wk local git Official Registry
ai-test-process-mcp io.github.Hashi-Kazu/ai-test-process-mcp

AI-assisted MCP server for JSTQB-based test planning, design, review, and analysis.

local git dev-tools Official Registry
Banned from Equestria MCP io.github.rocnubie/bannedfromequiti-mcp

Play Banned from Equestria Daily online in your browser with the self-hosted Ruffle player, version

browser git Official Registry
Lodging Decision io.github.scenicstay/lodging-decision-mcp

Agent-facing lodging decision tool. Non-sensitive categories only. Alpha, unauthenticated.

remote git security Official Registry
vibo-memory io.github.vnbochkarev-netizen/vibo-memory

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.

↓ 96/wk local search git Official Registry
caddie-mcp io.github.mbrionesalvarez/caddie-mcp

Your Garmin golf data in Claude: GPS shots, strokes gained, club distances, health context

↓ 21/wk local git ai-llm Official Registry
Rafi io.github.heyrafi/rafi-mcp

Manage authorized Rafi leads, reminders, DNC status, and AI voice playbooks.

remote git security Official Registry
nerai-mcp io.github.serkvay13/nerai-mcp

Geopolitical grounding for AI agents: country risk, forecasts, chokepoints, sanctions. Free tier.

remote git Official Registry
VDatum MCP Server io.github.mansurjisan/vdatum-mcp

MCP server for vertical datum conversions using coastalmodeling-vdatum

↓ 21/wk local git ai-llm Official Registry
ai-consensus io.github.TheStevenJohnstone/ai-consensus

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

local git ai-llm Official Registry
Forge Orchestrator io.github.nxtg-ai/forge-orchestrator

Forge orchestrator MCP server for Claude Code (alpha). Codex/Gemini runners are not in the alpha.

local git ai-llm Official Registry
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