The MCP Trust Index.

Business MCP Server

by bke1302

Enables AI to query a business database for customers, orders, and revenue using natural language through safe, well-defined tools.

bke1302/business-mcp-server

MCP Enterprise Architecture Practice 01

by kimji9663

Enterprise MCP server providing a suite of tools including file, database, GitHub, Slack, calendar, email, vector search, and Python execution, with safe defaults and OpenAI integration for automatic tool selection.

kimji9663/mcp_enterprise_architecture_practice01

OC Transpo MCP Server

by dwdraju

Provides real-time transit data for OC Transpo in Ottawa, including live vehicle positions and trip updates via GTFS-RT feeds. It enables AI agents to monitor arrival delays, schedule changes, and transit telemetry through the Model Context Protocol.

dwdraju/OCTranspoMCP

MCP for Vivado

by lzw12123

An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

lzw12123/mcp-for-vivado

CareerPilot

by rani700

An AI job-hunt copilot that enables searching live job boards, shortlisting openings, tracking application pipelines, and generating tailored resumes and cover letters from any MCP client.

rani700/careerpilot

reflect-mcp

by adstastic

Enables AI assistants to create notes, save links, append to daily notes, and manage knowledge graphs in Reflect via the Reflect Notes API, with OAuth2 authentication and token management.

adstastic/reflect-mcp

playcaller

by takashicompany

An MCP server that enables AI agents to play-test Unity games by capturing screenshots and simulating inputs like taps, drags, and key presses, acting as a Playwright for Unity.

takashicompany/playcaller

Senior Code MCP

by tamaz-sujashvili

Gives coding agents a memory of codebases by searching repositories using semantic similarity and structural call/import graphs, enabling reuse of proven patterns and reducing token usage.

Tamaz-sujashvili/senior-code-mcp

Screen MCP

by jeandelest

Enables LLMs to capture screenshots and screen recordings through MCP with chunked session-based transfers for reliable image consumption. Supports multi-monitor selection, timeline capture, and compatibility with both vision and non-vision language models.

jeandelest/screen-mcp

BRS Signals MCP Server

by brssignals

Provides real-time Bitcoin market regime detection by fusing on-chain, derivatives, and absence sensors into a convergence score, enabling AI agents to make informed trading decisions.

brssignals/BRS-Signals-MCP

Meta Ads MCP Server

by brmh

A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instagram) with over 80 natural-language tools for AI agents like Claude Desktop.

brmh/Meta-MCP

Documentation MCP Server

by johnmathews

Enables AI agents to search and query documentation from git repositories using hybrid search and structured metadata queries.

johnmathews/unified-documentation-server

MyDocsMCP

by edwardmaster7

MCP server that enables semantic search over local PDF collections using local RAG, with automatic indexing of new documents.

Edwardmaster7/MyDocsMCP

Food Facts MCP Server

by razvannicolae

Provides AI assistants with real-time access to nutrition data from USDA FoodData Central and FatSecret, enabling accurate answers with citations for nutrition queries.

razvannicolae/Food-Facts-MCP

Composite Memory MCP Server

by fedosis

An independent memory service for AI agents that stores and retrieves facts with keyword and semantic search, context management, and a plugin-based architecture.

fedosis/Composite-memory-MCP-server

zscaler-aiguard-control-plane-mcp

by hshen-ai

Provides AI agents with programmatic access to Zscaler AI Guard, enabling autonomous management of detection policies, match rules, LLM applications, and LLM providers.

hshen-ai/zscaler-aiguard-control-plane-mcp

Codex Gemini Delegator V2

by psychofanplays

An MCP server that lets OpenAI Codex delegate tasks to Google Gemini agents as isolated background workers, with Git worktree isolation, loop detection, and security boundary enforcement.

psychofanPLAYS/gemini4codex-mcp

MCP Instructions Server

by inginheiiro

Enables teams to share and dynamically update instructions for Claude via a collaborative YAML file, with tools for refreshing and prompts for different modes.

inginheiiro/mcp_server

Djelia MCP Server

by djelia-org

An MCP server for Djelia that brings Bambara transcription, translation, and text-to-speech to any LLM.

djelia-org/djelia-mcp-server

FastMCP Example Server

by sharon-nasimiyu

Educational example of an MCP server built with FastMCP, demonstrating how to expose tools, resources, and prompts for AI clients.

sharon-nasimiyu/MCP

Blender 3D Modeling

by barosandu

Integrates with Blender's 3D modeling and rendering engine to enable file management, object creation and manipulation, transformations, distance calculations, and export to glTF/GLB formats with point cloud processing capabilities.

barosandu/blender-mcp-yong

Early MCP

by sakebomb

Integrates with the EARLY (Timeular v4) API to manage activities, track time, and generate analytics like efficiency and billing reports. It enables AI assistants to perform comprehensive time tracking tasks, including starting/stopping timers and querying manual time entries.

sakebomb/early_mcp

MT5 MCP Server

by boschi404

A 34-tool MCP server that bridges LLMs to MetaTrader 5, enabling EA development, backtesting, optimization, advanced analytics, live trading, and portfolio management.

Boschi404/mt5-mcp-server

ed-tech-system-mcp

by paulocymbaum

Domain-Driven MCP server for ed-tech workflows, exposing validated MCP tools backed by LangGraph agents, Supabase document retrieval, web search, and YouTube video discovery.

paulocymbaum/ed-tech-system-mcp

Indodax MCP Server

by adhinugroho1711

Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents to manage cryptocurrency trading and account information. It supports tasks like checking market prices, viewing account balances, and executing or canceling buy and sell orders.

adhinugroho1711/mcp-indodax

ManageEngine Endpoint Central MCP Server

by vamsitejeswar

Exposes 106 ManageEngine Endpoint Central REST API endpoints as MCP tools for patch management, vulnerability management, inventory, and more, integrated with Gemini Enterprise via Zoho OAuth 2.0.

vamsitejeswar/ManageEngine-custom-MCP-server

DataPilot AI MCP Server

by drash3103

Enables natural language data analysis on uploaded CSV files by converting them to SQLite and exposing read-only database tools via MCP. Integrates with Ollama LLM to translate user questions into safe SQL queries.

drash3103/MCP_DataPilotAI

Mcp_testrail

by murali-bobby

Mcp Server to access testrail data

Murali-Bobby/mcp

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-mcp

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

typecast-api-mcp-server-sample

by neosapience

MCP Server for typecast-api

neosapience/typecast-api-mcp-server

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