The MCP Trust Index.

mcp-server-demo

by alejandro-ao

Example MCP server built with FastMCP, demonstrating tools, resources, and prompts for AI integration.

alejandro-ao/mcp-server-demo

cv-builder

by cognition

Provides MCP tools for managing a CV as structured content, including a SQLite-backed snippet library with tools to list, create, update, and match job postings, compose role-tailored CV variants, and manage drafts.

cognition/cv-builder

Redshift MCP Server

by deeparajareddy

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.

DeepaRajareddy/redshift_mcp_server

Expense Tracker MCP

by akshaybitlingu

Tracks and manages personal expenses with tools to add, view, filter by category, and summarize spending over date ranges using SQLite storage.

AKSHAYBITLINGU/expense-tracker-mcp

social-mcp

by whypuss

Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome login session without API tokens, enabling actions like posting, messaging, and reading inbox locally.

whypuss/ai-cdp-browser

mcp-server-subreg

by vitexsoftware

MCP server that exposes the Subreg.cz domain registrar SOAP API as tools for LLM agents, enabling domain, DNS, contact, and billing management. Read-only by default, with optional mutating operations.

VitexSoftware/mcp-server-subreg

MCP Blog Server

by bunyakorngoko

MCP server for blog management that provides tools to get, search, and create blog posts via a mock API.

BunyakornGoko/mcp-101

Qwen Video Understanding MCP Server

by adamanz

Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.

adamanz/qwen-video-mcp-server

Uber Eats MCP Server

by matiasconcha11

Allows AI assistants to browse menus, manage carts, and place orders on Uber Eats through natural language commands.

matiasconcha11/uber_eats_mcp

personal-mcp

by gauransh18

Exposes personal portfolio data as tools for Claude to answer questions about the developer, including profile, skills, experience, projects, and contact information.

gauransh18/personal-mcp

ArcGIS Pro MCP

by knight60

Lets AI assistants control a live ArcGIS Pro session through arcpy, including layer management, attribute queries, geoprocessing, symbology, and export.

Knight60/ArcGIS-MCP

MARRVEL-MCP

by hyunhwan-bcm

An MCP server for MARRVEL that enables AI agents to access genetics databases and variant analysis tools for rare disease research.

hyunhwan-bcm/MARRVEL_MCP

rnaseq-mcp

by sbarbi-gh

Enables analysis of bulk RNA-seq data using natural language queries, executing R and Python in a Docker container with automatic sample anonymization and privacy controls.

sbarbi-gh/brcna

Clixon MCP Server

by clicon

Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.

clicon/clixon-mcp

j-hunt-mcp

by kaunghtunthant

A local job-hunting MCP server for discovering jobs across pluggable web sources, tracking applications through a status lifecycle, and managing profiles/resumes, with geo/map-region search.

KaungHtunThant/j-hunt-mcp

deadsimple-email/deadsimple-email

by deadsimple-email

Provides AI agents with real email infrastructure, enabling them to create inboxes, send/receive messages, and extract verification codes from incoming mail.

deadsimple-email/deadsimple-email

Pokemon MCP Server

by anishadesai5

Enables users to fetch detailed Pokémon data, build tournament squads, and simulate battles using PokéAPI. It also integrates Wikipedia to provide fun comparisons between Pokémon and their real-world animal inspirations.

anishadesai5/Pokemon-MCP-Server

Meridian-KG MCP Server

by diwakarsrd

Enables agentic retrieval over governed enterprise documents via a knowledge graph, with cross-silo orchestration, conflict detection, and audit trails. Exposes MCP tools like query_knowledge_graph, list_detected_conflicts, and get_audit_trail for use by other agents.

Diwakarsrd/meridian-kg

Project Tracking MCP Server

by leonj1

Enables project and task management through a lightweight SQLite database, allowing users to create projects, add categorized tasks, track status changes, and get project statistics through natural language commands.

leonj1/project-tracking-mcp

Web Research MCP Server

by csoai-org

Enables AI agents to perform web searches via DuckDuckGo without API keys and automate browser tasks with headless Chromium. Supports multi-step research workflows that automatically search and extract content from multiple pages.

CSOAI-ORG/web-research-mcp

Korea Housing MCP

by doorijaehyuk

This MCP server integrates South Korea's national law information, building registers from MOLIT, and KOSIS statistics for housing development research. It enables searching laws, retrieving building details, and accessing statistical data through natural language.

doorijaehyuk/korea-housing-mcp

cv-builder

by cognition

Provides MCP tools for managing a CV as structured content, including a SQLite-backed snippet library with tools to list, create, update, and match job postings, compose role-tailored CV variants, and manage drafts.

cognition/cv-studio

Ida-Untis

by l8tenever

MCP server for accessing WebUntis timetable data, providing tools to query timetables, absences, and substitutions for a configured class.

L8teNever/Ida-Untis

Israel Weather MCP

by ruti1820-git

MCP server that provides Israeli weather forecasts using browser automation with Playwright.

ruti1820-git/weather-chat-mcp

Secure MCP Auth Demo

by kenngcareer

A teaching demo that implements JWT authentication and scope-based authorization for MCP tools, supporting role-based access to profile, notes, and admin operations.

kenngcareer/secure-mcp-auth-demo

sonu-davinceResolve-mcp

by s-onu112

An MCP server that connects LLMs (Ollama, OpenAI, Anthropic) with desktop automation (mouse, keyboard, screenshots) using PyAutoGUI, with exclusive task locking to prevent concurrent execution.

S-onu112/sonu-davinceResolve-mcp

israel-weather-mcp-agent

by bef99

Provides MCP tools to fetch weather forecasts for Israeli cities using browser automation with Playwright, without relying on external APIs.

beF99/israel-weather-mcp-agent

ThirdBrAIn-MCPSERVERS-IQ

by cbruyndoncx

MCP Servers focused collection of repo's (using git-subrepo for easy updating --ALL)

cbruyndoncx/ThirdBrAIn-MCPSERVERS-IQ

MCP Generix

by itsphily

Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.

itsphily/mcp_generix

HOOPS AI MCP Server

by toshi-bata

Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and interactive model operations through natural language.

toshi-bata/HOOPS_AI-MCPServer

witchcraft

by dropbox

dropbox/witchcraft

Splitwise MCP Server

by azeemwaqarrao

A server that wraps the Splitwise API so Claude can read and manage expenses, including listing, creating, updating, and deleting expenses with support for equal and custom splits.

AzeemWaqarRao/splitwise-mcp

Stock-MCP

by madhan-2096

Enables AI assistants like GitHub Copilot to access live stock market data, company information, technical analysis, news, and portfolio analytics.

Madhan-2096/Stock-MCP

mcp-notebooklm

by juanqnav

Exposes Google NotebookLM notebooks as tools for AI assistants, enabling listing, finding, and querying notebooks with grounded answers.

juanQNav/mcp-notebooklm

SB OGC MCP

by studio-bereikbaar

MCP server that gives Claude access to Dutch mobility data via Studio Bereikbaar's OGC API, enabling querying of travel surveys, traffic models, and accessibility maps.

Studio-Bereikbaar/sb-ogc-mcp

Expense Tracker MCP Server

by shandilya3031

MCP server for managing personal expenses, enabling users to add, list, and summarize expenses by category, with data stored in a local SQLite database.

shandilya3031/expense-tracker-mcp-server

Local Weather MCP Server

by guardforever

Provides a health check and a get_weather tool to query current weather by city name via HTTP, designed for integration with Dify.

GuardForever/mcp_demo

HPE Aruba Networking Central MCP Server

by akshaysiddaram

Production-grade MCP server that exposes the complete HPE Aruba Networking Central REST API as 90 tools across 19 categories, enabling AI assistants to manage Aruba Central networks.

akshaysiddaram/naveen-s-aruba-central-mcp

substack-saved-mcp

by toniher

A local MCP server for managing saved Substack posts. Enables offline reading, searching, bookmarking, and unbookmarking of Substack content via CLI or MCP clients.

toniher/substack-saved-mcp

redash-mcp-server

by conekta

Enables querying and managing Redash data sources, queries, dashboards, alerts, and users through the Model Context Protocol.

conekta/redash-mcp-server

qkb

by miguelarios

Provides a hybrid search engine for Obsidian vaults, enabling LLM agents to query notes with BM25 keyword and vector semantic search, metadata filtering, and sibling-document retrieval.

miguelarios/qkb

Geniro Graphiti MCP

by geniro-io

A Model Context Protocol server that provides Claude CLI with a Graphiti knowledge-graph memory backed by Neo4j, featuring synchronous writes and no silent ingestion failures.

geniro-io/geniro-graphiti-mcp

IBAC FastMCP Demo

by sychen6192

An MCP server that showcases intent-based access control and ReBAC with OpenFGA, providing team and salary listing tools protected by semantic and deterministic gates.

sychen6192/ibac-fastmcp-demo

Personal-reflection-mcp

by adithi1367

A FastMCP server for journaling, habit tracking, and task management with SQLite storage.

Adithi1367/Personal-reflection-mcp

Yargıtay MCP

by iturkguler

Enables searching and retrieving full text of Yargıtay (Turkish Supreme Court) decisions as Markdown, via the official karararama.yargitay.gov.tr system.

iturkguler/yargitay-mcp

MrJ-JMRI-MCP

by ho44-project

Control your DCC model railroad by voice or chat through any MCP client, with dynamic discovery of layout elements from JMRI.

HO44-PROJECT/MrJ-JMRI-MCP

EnvFactory

by lark-ai-lab

The official paper for EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL.

LARK-AI-Lab/EnvFactory