The MCP Trust Index.

Claude Typer

by doperdodge

A Windows MCP extension that allows Claude to type text into any active application with human-like keystroke timing, approval mode, configurable speed, and writing style presets.

DoperDodge/Claude-Typer-MCP-Extention

graphdb

by samagra001

Indexes Ruby on Rails codebases into a queryable graph of associations, routes, callbacks, jobs, and mailers, providing a token-efficient alternative to grep for navigating Rails code via Claude Code.

Samagra001/claude-code-graphdb

3dspace-mcp-server

by pgupta1795

Converts OpenAPI specifications into MCP tools to access 3DSpace Engineering Web Services APIs, enabling natural language interaction with 45+ services for engineering, manufacturing, and project management.

pgupta1795/3dspace-mcp-server

Code Execution MCP

by marc-shade

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

marc-shade/code-execution-mcp

Mobilize US MCP Server

by greenedems

A read-only MCP server for accessing Mobilize public API data, including organizations, events, and enums.

GreeneDems/mobilize-us-mcp-server

Insight AI-SQL MCP Server

by sespinosafumanal

Enables querying a PostgreSQL database using natural language by retrieving context from Azure AI Search and generating SQL with Azure OpenAI, with validation and optional execution.

sespinosafumanal/Insight-AI-SQL

uefn-mcp

by dylannalex

MCP server that enables AI assistants to inspect and build Fortnite maps by driving a running Unreal Editor for Fortnite instance via Python, exposing tools for spawning actors, browsing content, and executing editor operations.

dylannalex/uefn-ai-toolkit

Python-Projects

by muhammadammarsiddiqui

MuhammadAmmarSiddiqui/Python-Projects

MCP Live Showcase

by jagrajsingh86

Two MCP servers for a live demo: a clinical server for patient lookup, labs, and drug safety checks, and a data explorer server for querying a sales database.

jagrajsingh86/mcp_demo

PostgreSQL MCP Server

by dylanpetersenml

Connects AI assistants to PostgreSQL databases, enabling schema inspection and SQL query execution through MCP tools.

dylanpetersenml/postgres-mcp-server

MCP FastAPI Tutorial Server

by muhammadishaqskd

A basic MCP server demonstrating tool registration and SSE transport, enabling AI clients to call greeting, arithmetic, and time tools.

MuhammadIshaqSkd/mcp-fastapi-tutorial

Baidu Map Search MCP Server

by leng-2024

Provides a suite of tools for location retrieval and multi-modal route planning within China using the Baidu Maps API. It enables AI agents to perform address-to-coordinate conversions, nearby place searches, and calculate directions for driving, transit, walking, and cycling.

leng-2024/agent-with-mcp

Yandex Market Seller MCP Server

by dontsovcmc

Integrates with Yandex Market Partner API, providing search and execute tools for managing orders, returns, shipments, offers, prices, and other seller operations via natural language.

dontsovcmc/mcp-server-yandex-market-seller

ai-debate

by taeheelim

Enables Claude Code to debate with Gemini on a given topic by managing conversation history and assigning personas, allowing users to watch AI agents argue.

TaeheeLim/gemini-claude-mcp

mcp-google-workspace

by guinacio

MCP server integrating multiple Google Workspace services including Gmail, Calendar, Drive, Sheets, Docs, Tasks, People, Forms, and Slides, enabling users to manage emails, events, files, documents, and more through natural language.

guinacio/mcp-google-workspace

Warteg Online MCP Server

by andhikapraa

Enables AI assistants to manage Warteg Online meal delivery subscriptions through natural language, including viewing schedules, skipping deliveries, rescheduling meals, updating addresses, and managing dietary restrictions.

andhikapraa/wartegonline-mcp

Desktop Controller MCP Server

by kumavolt

Give any AI full control of your desktop. Mouse, keyboard, screenshots — all through the Model Context Protocol.

KumaVolt/mcp-desktop-controller

Telegram Reminder MCP

by imvickykumar999

Enables users to manage Telegram reminders via natural language or commands, with features like setting, updating, deleting, and listing reminders, while ensuring multi-user privacy.

imvickykumar999/Telegram-Reminder-MCP

fast-note-sync-mcp

by danieldoalto

MCP server that wraps the Fast Note Sync REST API to enable querying and editing Obsidian vaults via MCP tools.

danieldoalto/mcp-fastnotesync

MCP Web Search

by jsitla

Provides 19 tools for web search, content fetching, and extraction, including DuckDuckGo search, YouTube transcripts, and webpage screenshots.

jsitla/MCP-Web-Search

beehiiv-mcp-server

by reymerekar7

reymerekar7/beehiiv-mcp-server

Memory MCP

by akbarikishan

An advanced cognitive memory agent for AI chatbots that provides long-term, autonomous memory using a four-agent system for monitoring, extraction, reconciliation, and consolidation.

AkbariKishan/memory_MCP

mcp-stepik

by hewimetall

MCP server for authoring courses on Stepik. Provides tools for session management, project creation, course synchronization, video upload, and publishing via the Stepik API.

hewimetall/mcp-stepik

ADO Instructions MCP Server

by arroz4

Converts meeting transcripts, text inputs, and images into structured Azure DevOps work items using Azure OpenAI for advanced image analysis.

arroz4/ado-instruction-mcp-server

the-teacher

by outlast85

Enables structured learning with a verified loop: define goals as observable claims, learn through teach-lab-test-gate per claim, and get independently graded by an adversarial examiner to ensure genuine progress.

outlast85/the-teacher

Alpaca MCP Split

by schmoll86

Splits the Alpaca trading MCP server into two smaller servers (data and orders) to bypass Claude's tool limit, providing access to all 39 tools for account queries, market data, and order execution.

Schmoll86/alpaca-mcp-split

time-tracker-mcp

by mikka-oldst

A local MCP server that reads logged hours from an internal time tracker, providing tools to list time entries, projects, and the active timer. It is read-only, enabling Claude Code to see time-tracking data without writing.

mikka-oldst/time-tracker-mcp

PaddleOCR MCP Server

by asin007

Enables OCR text extraction from images and PDFs via MCP tools, allowing multiple devices on a local network to use PaddleOCR without installing it locally.

Asin007/PDF-extractor-mcp-tool

_MCP_

by blinderchief

blinderchief/_MCP_

iris-bi-agent

by fikerdeep

Enables verifiable business intelligence over federated data sources, supporting semantic queries, drill-down to source rows, and raw SQL with explicit verification status.

Fikerdeep/iris-bi-agent

slack-mcp-pr-agent

by ushreyas14

ushreyas14/slack-mcp-pr-agent

training26052016

by mahi80

mahi80/training26052016

Roboflow MCP Server

by nickedridge-wq

Integrates the Roboflow platform with Claude Code to manage computer vision datasets, trigger training runs, and perform inference directly from the CLI. It enables users to search Roboflow Universe for public datasets and handle image uploads or model evaluations using natural language commands.

nickedridge-wq/roboflow-mcp

idm-mcp

by 2000teddy

Enables monitoring and control of IDM Navigator 2.0 heat pumps via Modbus TCP.

2000teddy/idm-mcp

moodle-mcp

by doomscrollsurvivor

A Model Context Protocol (MCP) server that connects AI coding agents to your Moodle LMS. Fetch assignments, grades, deadlines, and sync everything to Obsidian automatically.

doomscrollsurvivor/moodle-mcp

RAG Chatbot MCP Server

by ansh-7666

Exposes a local RAG document index as MCP tools (ask, search, rebuild_index, status) for MCP clients like Claude Desktop and Claude Code to query your documents over stdio.

ansh-7666/AI-Based-Chatbot

Sales Analytics MCP Server

by aryanpatial

Provides read-only access to a sales database, letting LLMs answer analytics questions like revenue by region or top customers via MCP tools.

AryanPatial/mcp-server

AMEVA MCP Toolkit

by uno-km

A Model Context Protocol server integrating developer tools including Git control, document conversion, remote SSH execution, database operations, and utilities for automation and development productivity.

uno-km/MCP-Utils-Toolkit

YouTube Comments MCP Server

by kmkarakaya

Automates reading and replying to YouTube comments using the YouTube Data API v3. It handles moderation and auto-reply for simple comments while drafting responses for questions.

kmkarakaya/youtube_reviews_mcp

arcane-mcp

by mikecase

Exposes Arcane Docker management capabilities to AI agents, covering containers, images, volumes, networks, Compose projects, registries, vulnerability scanning, and more with 123 tools across 13 modules.

MikeCase/arcane-mcp

evidence-mcp

by jaho5

Enables AI assistants to create Evidence reports and dashboards by providing tools to query database schema, read documentation, edit pages, and debug code.

jaho5/evidence-mcp

Mouser Electronics MCP Server

by nickweedon

A Model Context Protocol (MCP) server for the Mouser Electronics API. Enables searching electronic components, managing shopping carts, and tracking orders directly through Claude or other MCP clients.

nickweedon/mouser-mcp-docker

sqlserver-mcp

by moigomes

Enables secure interaction with Microsoft SQL Server databases, allowing schema exploration, metadata retrieval, and read-only query execution through natural language.

moigomes/sqlserver-mcp

ASCII Art & Unicode Diagrams MCP Server

by dmarsters

Enables creation of text-based visual elements including bordered boxes with shading, formatted tables, and diagrams using Unicode box drawing characters and ASCII art palettes for terminal output, documentation, and chat interfaces.

dmarsters/ascii-art-mcp

MCP Tool Server

by akhiljoshi03

A production-oriented MCP server exposing tools for weather, currency conversion, text statistics, and server introspection, with auto-discovery, rate limiting, and API key auth.

Akhiljoshi03/Mcp-tool

MCPLite

by acesanderson

MCP client/server framework from scratch

acesanderson/valve

Web Scraper MCP Server

by rebaubierwilliam

Enables MCP-compatible clients to scrape and extract data from live websites using a headless Chromium browser, with support for CSS selectors, link extraction, table extraction, and Amazon product pages.

RebaubierWilliam/web-scraping-with-mcp