The MCP Trust Index.

mcp-httc

MCP server for controlling Honeywell Total Connect Comfort thermostats, enabling remote management of multiple thermostats through Claude interfaces. It provides tools for monitoring temperatures, adjusting setpoints, and changing system modes for thermostat control.

john-r-black/mcp-httc

MCP Athena Analytics Server

Enables secure querying of analytics data stored in AWS Athena/S3 through natural language, with multiple security layers including query validation, resource limits, and automatic PII redaction to prevent data breaches and destructive operations.

elena-kuznetsova-wh/warehouse-athena-mcp

postgres-mcp-server

This server enables interaction with PostgreSQL databases through the Model Context Protocol, optimized for the AWS Bedrock AgentCore Runtime. It provides tools for executing read-only queries, exploring database schemas, and monitoring table statistics or slow queries.

madhurprash/postgres-mcp-agentcore

PokeMCP

Play Pokemon Fire Red through mGBA emulator with AI-controlled battles and gameplay.

adamescj/pokemcp

Sample Data MCP

Generates fixed-length test data records with customizable field types including strings, enums, integers, dates, and fillers. Helps developers create realistic test datasets with specified formats and constraints.

cdelashmutt-pivotal/sample-data-mcp

Feature Evaluation MCP Server

Enables comprehensive feature engineering for classification datasets with automated preprocessing and 13 specialized analysis tools. Supports feature importance calculation, correlation analysis, recursive feature elimination, and model evaluation with integrated visualization capabilities.

jaivardhan1209/FeatureEngineering

AI Personal Hub

Unified personal assistant MCP server that connects local files, GitHub repositories, YouTube playlists, Gmail, and Steam data. Enables querying and managing personal data across multiple platforms through natural language via LM Studio integration.

Harsh-1807/ai-personal-hub

Personal Productivity Agent

Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis. Supports interactive CLI and MCP server mode.

mwill20/PersonalProductivityAgent

Running Your MCP Server with FastMCP v2.0

My example of setting up a MCP server

GanonUchiha/My-FastMCP-Example

Natural Language MCP-MSSQL Client

Natural Language SQL Chat Interface using MCP SQL Server

david-ruffin/MCP-MSSQL-SERVER-WEBAPP

MCP All-in-One Server

A versatile MCP server providing tools for arithmetic operations, n8n webhook integration, and access to a customer support playbook resource. It also includes specialized prompt templates for converting webinar transcripts into engaging blog posts.

Arnie936/Agentic-MCP

MITRE ATT&CK MCP Server

Provides comprehensive access to the MITRE ATT\&CK knowledge base with 50+ tools for querying threat actors, malware, and techniques, including automatic ATT\&CK Navigator layer generation for threat analysis and visualization.

stoyky/mitre-attack-mcp

E*TRADE MCP Server

Enables LLMs to retrieve real-time stock and options market data through the E\*TRADE API using natural language. It features secure OAuth 1.0 authentication, persistent token management, and comprehensive support for stock quotes, options chains, and Greeks.

ohenak/etrade-mcp

Weather MCP Server

Provides real-time weather alerts from the National Weather Service API via the Model Context Protocol. It allows LLMs to fetch active alerts for specific US states using both STDIO and SSE transport protocols.

arunm8489/MCP

gitingest-mcp

An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repositories, providing access to code structures, statistics, and full content. It facilitates the creation of structured study notes and supports both public and private repositories through the Model Context Protocol.

tunanet/gitingest-mcp

FixPayment

An MCP server for FixPayment creditors that simplifies account management, status updates, and reporting through plain-English AI interactions (https://fixpayment.org/)

prmail/fixpayment_mcp

Neo4j MCP

Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

cxt9/neo4j-mcp

Python MCP Weather Server with OAuth 2.1 Authentication

Provides weather information from the National Weather Service API with full MCP OAuth 2.1 compliance, including weather alerts and forecasts for US locations through secure Azure AD authentication.

Azure-Samples/remote-mcp-webapp-python-auth-oauth

MCP Echo Server

The minimal mcp server sample for learning

Hinaser/mcp-sample

CTFtime MCP Server

Provides programmatic access to CTFtime.org data for retrieving information about CTF competitions, team rankings, and event results. It enables users to search for upcoming events, analyze team performance, and access historical competition data through a standardized interface.

0x-Professor/CTF-time-mcp

Virtuoso Schematic MCP

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

michelebergo/virtuoso-schematic-mcp

TDZ C64 Knowledge

An MCP server for indexing and searching Commodore 64 documentation using full-text, semantic, and fuzzy search across multiple file formats. It enables RAG-based question answering, entity extraction, and interactive timeline or knowledge graph visualizations.

MichaelTroelsen/tdz-c64-knowledge

Prismic Content MCP

Enables interaction with Prismic through tools for reading documents, managing media assets, and performing content migrations or updates. Supports the Prismic Content, Asset, Migration, and Custom Types APIs with secure write operations and multi-transport support.

rahulpowar/prismic-content-mcp

Python Sandbox

Provides secure Python code execution in containerized sandboxes with automatic matplotlib figure persistence and comprehensive data science libraries for interactive analysis and machine learning experimentation.

aamir-gmail/lm_studio_mcp

vmware-nsx-security

AI-powered VMware NSX DFW microsegmentation and security. Manage distributed firewall policies, security groups, Traceflow, and IDPS with 20 MCP tools.

zw008/VMware-NSX-Security

MCP SOP Server

Enables AI agents to search and retrieve Standard Operating Procedures using semantic search with Italian language support, powered by ChromaDB and RAG for intelligent document retrieval from categorized SOP collections.

dadapera/mcp-sop-server

PDP MCP Server

An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 of 2022 on Personal Data Protection (UU PDP). It enables users to search for specific articles, legal definitions, data subject rights, and regulatory sanctions through Pinecone and OpenAI.

VibeCoding4-JC/pdp-mcp-server

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

132262B/crazy-horse-mcp

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

tuannguyen14/ComfyAI-MCP-GameAssets

JovaniPink/mcp-browser-use

FastAPI server implementing MCP protocol Browser automation via browser-use library.

JovaniPink/mcp-browser-use

DocDocDoc MCP Server

Enables the management of document requests through the DocDocDoc API, allowing users to create, track, and update requests for various identification and registration documents.

Kanta-Inc/docdocdoc-mcp-server

CERN GitLab MCP Server

An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.

MohamedElashri/cerngitlab-mcp

mcp-mongo

Enables AI agents to query and introspect MongoDB databases through find, aggregate, and schema discovery operations. Supports read-only default mode with optional write capabilities and works with any MCP-compatible client via stdio or HTTP transports.

Filipescordeiro2/mcp-mongo

mcp-commands

An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.

PuemMTH/mcp-commands

Zephyr MCP Server

MCP Server for Zephyr Scale Integration

nandishnagaraj/zephyr-mcp-server

Hybrid RAG MCP Server

A modular Retrieval-Augmented Generation (RAG) framework that provides hybrid search and knowledge retrieval capabilities via the Model Context Protocol. It enables users to integrate document-based knowledge into LLM workflows with support for dense/sparse retrieval, reranking, and observability.

jiarongli517021911144/hybrid-rag-mcp-server

PostgreSQL MCP AI Explorer

A Model Context Protocol server that enables natural language data exploration and visualization for PostgreSQL databases. It allows users to convert questions into SQL queries and interact with data through a Streamlit web interface featuring automated chart generation.

chlee10/Postgresql_MCP

Competitive Intelligence & Daily Planning MCP

Enables AI-powered competitor monitoring and daily schedule optimization by integrating news data with calendar and task management tools like Google Calendar, Jira, and Asana. It allows users to automate intelligence gathering and generate structured daily plans based on strategic priorities.

jhigh1594/competitive-intelligence-mcp

Phonelcdparts Mcp

$36

cnguyen14/plp-mcpserver

Redfish MCP Server

Enables AI agents and LLMs to control and monitor Redfish-enabled hardware through power operations, system inventory, event logs, health monitoring, sensor readings, and user account management.

carlosedp/redfish-mcp-server

MCP Tools

A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

dlightyupgrade/mcp-tools

Absher Voice Assistant MCP Server

Enables interaction with Saudi government services through the Absher platform, supporting identity verification, user profile management, and service discovery. It allows users to perform tasks like renewing passports, querying traffic fines, and booking appointments using natural language.

ali-bouali/absher-mcp-server

Network Scanner MCP

Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

marc-shade/network-scanner-mcp

Solar MCP

An MCP server that enables AI assistants to look up solar permitting authorities, estimate solar production via PVWatts, and retrieve irradiance data. It streamlines the creation of solar-aware workflows by integrating industry-standard APIs like NREL.

ianherzog/solar-mcp

API as MCP

Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.

krishnannarayanaswamy/api-as-mcp

Employee Leave Manager

Provides containerized employee leave management with tools for checking balances, applying for leave with specific dates, and retrieving leave history from an in-memory database.

ahmad-act/local-ai-with-ollama-open-webui-mcp-on-windows

Expense Tracker MCP Server

Parses PDF receipts to extract grocery and shopping expenses, automatically categorizes items using smart rules and LLM fallback, and stores them in a local SQLite database for querying purchase history and spending patterns.

Sharan0402/expense-tracker-mcp

MCP Grpcurl

Model Context Protocol (MCP) server to interact with gRPC services using the grpcurl tool

wricardo/grpcurl-mcp

Learning Coach MCP Server

Tracks learning progress and generates personalized daily learning insights using RAG to fetch relevant content from blogs, RSS feeds, and Reddit based on your current topics and learning goals.

Pevansh/learning_coach_mcp

Splytin MCP Project Generator

An MCP server that enables the automated creation and scaffolding of Python Django, React, and PHP projects. It provides tools for initializing new project structures and generating Django CRUD components.

doriandarren/splytin_mcp