The MCP Trust Index.

mcp-tool-server

by sydd0

A custom MCP server with 6 utility tools (file search, file reading, math calculation, JSON formatting, time query, system info) that demonstrates MCP protocol workflow and integrates with LangChain agents.

SyDd0/mcp-tool-server

mcp-arcgis-norman

by pipeworx-io

Provides access to City of Norman, Oklahoma open geospatial data through ArcGIS feature services, with tools for searching datasets, querying layers, and retrieving layer metadata.

pipeworx-io/mcp-arcgis-norman

menami

by menami-ai

Personalized restaurant recommendations, table bookings, and delivery via MCP, CLI, or API, learning user taste and acting proactively.

Menami-AI/menami

playwrite-mcp

by misanthropic-ai

misanthropic-ai/playwrite-mcp

leonardocrdso/clean-code-mcp

by leonardocrdso

An MCP server that provides 63 Clean Code principles for AI-assisted code review and development.

leonardocrdso/clean-code-mcp

kwjm-mcp

by xucroyuri

MCP server that provides unified access to text, image, and video generation models via the kwjm.com API, with model discovery, capability validation, and clear error explanations.

XucroYuri/KWJM-MCP

Godot MCP

by xiangzi121468

151 MCP tools for AI to control the Godot 4 editor and running game, covering scene editing, scripting, signals, physics, particles, animation, and more.

xiangzi121468/gobot-mcp

regex-le-mcp

by nolindnaidoo

Provides a tool to extract and validate regex patterns from text content, including flags, positions, and ReDoS risk assessment. Enables AI agents to identify potentially dangerous regular expressions in code or files without needing filesystem access.

nolindnaidoo/regex-le

MCP HTML Deployment Server (Nginx Static File Hosting)

by rushxb

Enables LLMs and clients to upload, deploy, and manage static websites (HTML/CSS/JS) on a server with Nginx, supporting API key authentication and customizable site TTL with automatic cleanup.

rushxb/mcp-html-mcp-nginx

patchlog-mcp

by michaelyousrie

MCP server for Patchlog that lets AI agents write, update, and publish changelog entries directly to your public Patchlog changelog. Supports listing projects and entries, creating drafts, publishing, and scheduling entries.

michaelyousrie/patchlog-mcp

able-mcp

by bassdaddydevices

An MCP server for parsing and analyzing Ableton Live .als project files offline, enabling queries about tempo, tracks, clips, and MIDI data through tools like als_summary and als_list_tracks.

bassDaddyDevices/ABLE-MCP

DiffMind

by akay1121

An MCP server for Claude Code that forces AI agents to document every change with rationale, rejected alternatives, and trade-offs, ensuring code maintainability and developer ownership during AI-assisted development.

akay1121/DiffMind

pipeworx-mcp-aviationstack-npm-mcp-package

by pipeworx-io

Aviationstack MCP — global flight tracking + airport / airline / route reference data. Free tier: 100 req/month. Part of — an MCP gateway connecting AI agents to 1476+ live data sources.

pipeworx-io/mcp-aviationstack

mochi-mcp

by itzcull

MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, decks, and templates.

itzcull/mochi-mcp

Cortex Hub

by lktiep

Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent memory, AST-aware code search, and quality enforcement via a single MCP endpoint.

lktiep/cortex-hub

Mattermost MCP Server

by vnikhilbuddhavarapu

Enables interaction with Mattermost workspaces to manage channels, messages, threads, reactions, and user profiles via the REST API. This server allows AI models to perform both read and write operations, such as posting messages and retrieving channel history, within a trusted environment.

vnikhilbuddhavarapu/mattermost-gcp-mcp

oura-mcp

by yasuakiomokawa

MCP server for the Oura Ring API v2, providing access to sleep, activity, readiness, heart rate, and workout data via OAuth.

YasuakiOmokawa/oura-mcp

pAIchart MCP Hub

by paichart

MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orchestration

paichart/paichart

whoop-chatgpt-app

by colesmcintosh

MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-only search, fetch, summary, and a React dashboard widget for recovery, sleep, strain, and workouts.

colesmcintosh/whoop-chatgpt-app

VPS Docker MCP (Advanced)

by mordanov

Enables safe VPS diagnostics and Docker/Docker Compose management over SSH, providing predefined read-only and mutating tools for system monitoring, container inspection, and Compose orchestration without exposing arbitrary shell execution.

mordanov/vps_mcp

Launch Engine

by zionhopkins

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

ZionHopkins/asset-factory-mcp

timeweb-mcp

by evgeninho69

Local MCP server for Timeweb Cloud that enables running any twc CLI command and provides shortcuts for managing servers, apps, and account.

evgeninho69/timeweb-mcp

Morphicai/openclaw-morphixai

by morphicai

MCP server enabling AI agents to interact with workplace tools like GitHub, GitLab, Jira, Notion, and more via the Model Context Protocol.

Morphicai/openclaw-morphixai

burrow

by seanahn

Personal MCP hub exposing Tesla, ChargePoint, and Outlook mail as tools, enabling natural-language queries through Gemini.

seanahn/burrow

agent-coord

by thathunky

A zero-dependency MCP server that allows multiple coding agents to coordinate work on the same repository using file locks, task claims, and status messages.

ThatHunky/agent-coord

Ershu MCP

by ershu-lab

Provides authenticated access to Ershu projects, enabling discovery, document and source navigation, indexed search, and consumer contract reads for coding agents and maintainers.

ershu-lab/ershu-mcp

Cedar Park GIS MCP Server

by pipeworx-io

Enables access to City of Cedar Park, Texas open geospatial data via ArcGIS. Includes tools for searching datasets, querying feature layers, and retrieving layer schemas.

pipeworx-io/mcp-arcgis-cedarpark

DOSBox-X MCP Debugger

by pmanyeh

This MCP server enables AI agents to inspect and control the native DOSBox-X debugger through bounded MCP tools, including breakpoint management, execution control, register/memory inspection, and disassembly for DOS program debugging and reverse engineering.

pmanyeh/DOSBox-X-MCP-Debugger

github_mcp

by frankichen

frankichen/github_mcp

app-launcher-mcp

by kkdnn

Launch Windows applications by name, alias, or path via MCP, supporting arguments and working directories. Uses Task Scheduler to detach launched processes so they persist independently of the MCP server.

kkdnn/app-launcher-mcp

mcp-beeminder

by strickvl

An MCP server that provides AI assistants access to the Beeminder API, allowing them to help users track goals, manage datapoints, and interact with Beeminder's self-commitment tools through natural language.

strickvl/mcp-beeminder

-req-orchestrator

by flissel

Orchestrates request handling across multi-agent pipelines.

Flissel/req-orchestrator

gary-mcp

by garyjeong

garyjeong/gary-mcp

AI-Diagram-Prototype-Generator-MCP-Server-

by simonutd

SimonUTD/AI-Diagram-Prototype-Generator-MCP-Server-

pvl-gate-mcp

by octo-o-o-o

Enables AI coding assistants to assess dependency introduction risks via ProjectValueLab's gate service, providing recommendations (GO/VALIDATE/DROP) with evidence and audit trails.

Octo-o-o-o/pvl-gate-mcp

safe-strapi-mcp

by metehankasapp

Safe, clone-first Strapi 5 content operations over MCP

metehankasapp/safe-strapi-mcp

Pondlog

by andrewschristison

Unified nature and garden data briefing from 8 public APIs — iNaturalist, eBird, USGS, NPN, Mushroom Observer, Trefle, astronomy, and garden planner.

andrewschristison/pondlog

xmind-mcp

by hhtczengjing

MCP server for parsing, searching, and extracting branches from XMind mind map files, supporting Markdown/JSON output, token-aware formatting, and Claude Desktop integration.

hhtczengjing/xmind-mcp

newsmcp

by pranciskus

MCP server for real-time world news — free, no API key required

pranciskus/newsmcp

mcp-healthdata

by pipeworx-io

Wraps the HealthData.gov CKAN API to provide access to health data without authentication.

pipeworx-io/mcp-healthdata

capability-bridge

by jt0608

Adds vision capabilities to text-only coding models via MCP, enabling image analysis, OCR, and visual reasoning without switching the main model.

JT0608/capability-bridge

MelodiaMelusinaV2

by fromage3900

MelodiaMelusina V2: Electric Boogaloo - clean UE 5.8 JRPG + environment art platform (fresh repo from verified snapshot)

fromage3900/MelodiaMelusinaV2

insurance-qa-mcp-server

by sonimaharshi1999

An MCP (Model Context Protocol) server that extends AI assistants with QA automation tools for insurance domains.

sonimaharshi1999/insurance-qa-mcp-server