The MCP Trust Index.

Forecast Storage MCP Server

by whut-news

Enables storing and retrieving weather forecasts with text and audio in Google Cloud SQL PostgreSQL, supporting full internationalization, TTL-based caching, and automatic expiration management.

WHUT-News/forecast_storage_mcp

pdf-card-mcp

by velyan

Converts dense PDFs into soft, minimal, card-based HTML readers with preserved source text, rendered pages, and cropped tables/figures as images, all processed locally.

velyan/pdf-card-mcp

TealFlowMCP

by appsilon

Enables LLMs to discover, understand, and generate Teal R Shiny applications for clinical trial data analysis.

Appsilon/TealFlowMCP

Python Simple MCP Weather Server

by billumi

A tutorial-based MCP server that fetches real-time weather data from the OpenWeatherMap API for specified locations. It serves as a practical example for implementing the Model Context Protocol using Python and the FastMCP library.

billumi/mcp-sample

My MCP Server

by furkan-keser

A secure file management MCP server enabling file operations like listing, reading, creating, renaming, moving, copying, deleting, and searching within a restricted workspace.

Furkan-Keser/my-mcp-server

mcp_sdk_petstore_api_v11

by vaishnavijagan

Exposes Petstore API endpoints as tools for AI assistants using the Model Context Protocol via SSE transport. It enables users to interact with the Petstore service through natural language by proxying requests to the target API.

VaishnaviJagan/mcp_sdk_petstore_api_v11

postgres-mcp-legacy

by neverinfamous

Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new TypeScript version with enhanced features.

neverinfamous/postgres-mcp-legacy

Maverick MCP

by get-airlock

A behavioral intelligence server that detects a user's unique interaction style and adapts AI agent responses based on seventeen behavioral profiles. It enables agents to automatically adjust their tone, pacing, and autonomy level to better align with the specific needs of the human user.

get-airlock/maverick-mcp

MCP Stock Tracker

by dosinga

Provides real-time stock price tracking with an interactive dashboard, fetching data via Alpha Vantage API.

DOsinga/mcp_app_stocks

ffmpeg-mcp

by video-creator

An MCP server providing video processing capabilities through FFmpeg, enabling dialog-based local video search, trimming, concatenation, and playback functionalities.

video-creator/ffmpeg-mcp

searxng-mcp

by jian-zhan

Privacy-focused web search MCP server using SearXNG with Streamable HTTP transport, supporting authentication and advanced search parameters.

Jian-Zhan/searxng-mcp

mcp-base64

by wuodan

Provides tools to encode files to Base64 strings and decode Base64 content back to files, supporting both text and binary formats.

Wuodan/mcp-base64

ensp-mcp

by loiilp

Enables AI assistants to automate management and configuration of Huawei eNSP virtual network devices via Telnet, supporting device discovery, command execution, status query, and network diagnostics.

loiilp/ensp-mcp

savia-mcp

by puchocapo95-svg

MCP server that exposes SAVIA, a legacy travel-industry ERP with no public API, as tools an AI assistant can use. It uses Playwright to operate the browser, enabling read-only extraction of information like screenshots, text, and tables.

puchocapo95-svg/savia-mcp

Spotify MCP Server

by mfteloglu

Enables control of Spotify playback and management of liked songs through natural language. Supports play/pause controls, track information retrieval, and adding songs to your Spotify library.

mfteloglu/spotify-mcp-server

Stateful MCP Server on ECS Fargate

by bharisagar

Enables MCP sessions to survive ECS Fargate deployments by using Redis-backed tool state and stateless Streamable HTTP transport.

bharisagar/MCP

xrm-mcp

by jukkan

A minimal MCP server that gives AI coding agents clean read and write access to Microsoft Dataverse environments via the Dataverse Web API v9.2. It works as a drop-in alternative to Microsoft's own MCP server, without requiring Copilot Credits or managed environments.

jukkan/xrm-mcp

NIH RePORTER MCP Server

by rdwj

Enables AI agents to search and analyze NIH-funded research projects and their linked publications via the NIH RePORTER API v2, with no API key required.

rdwj/nih-reporter-demo-mcp

zephyr-dc-mcp

by dalemarchand

Enables LLMs to manage test cases, cycles, and executions in Jira Data Center via Zephyr Scale.

dalemarchand/zephyr-dc-mcp

OpenEdu MCP Server

by joohyukjung

MCP server that provides educational resources and curriculum planning by integrating Open Library, Wikipedia, Dictionary, and arXiv APIs with grade-level filtering and educational metadata.

joohyukjung/openedu-mcp

Sakila MCP Server

by mo3g4u

Enables natural language interaction with MySQL Sakila database through intent-based tools for movie search, customer management, rental operations, and business analytics without exposing database schema.

Mo3g4u/mcp-server-sample

excel-vision-mcp

by voyager-inc

Enables AI agents to read Excel files with full content extraction, including embedded images, cell data, formulas, and merged cells, returning multimodal content for vision-capable models.

VOYAGER-Inc/excel-vision-mcp

DocketBird MCP Server

by justlyai

Enables searching and downloading court documents, listing cases, and retrieving case details via the DocketBird API. It supports secure OAuth 2.0 authentication for remote access and a standard local mode for personal use.

JustlyAI/docketbird-mcp

langgraph-ai

by piyushagni5

A comprehensive collection of LangGraph implementations, tutorials, and advanced AI workflows covering Agentic RAG systems, MCP (Model Context Protocol) development, and practical AI application patterns.

piyushagni5/langgraph-ai

Switcher MCP Server

by liebstein

Enables discovery and control of Switcher KIS devices locally via MCP, including turning on/off and retrieving device state without cloud dependency.

liebstein/switcher-mcp

Power Switch Pro MCP Server

by bryankemp

MCP server for controlling and monitoring Digital Loggers Power Switch Pro devices, enabling outlet control, power monitoring, and device management through natural language.

bryankemp/power-switch-pro-mcp

FHIR MCP Server

by maheshbalan

MCP server for FHIR interoperability, enabling natural language querying and manipulation of clinical data with full CRUD operations, semantic search, and RAG capabilities.

maheshbalan/fhir-mcp-server

Contract Review AI MCP

by csoai-org

Contract Review AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/contract-review-ai-mcp

contraptionco/mcp

by philipithomas

An MCP server that provides [describe what your server does]

philipithomas/ghost-mcp

FGCLIP-MCP

by 360cvgroup

MCP server for FG-CLIP embedding services enabling multi-modal similarity computation for text and images.

360CVGroup/FGCLIP-MCP

pymnifocus

by vdanen

An MCP server for AI assistants to query and manage OmniFocus tasks, projects, and tags on macOS.

vdanen/pymnifocus

Cognify MCP Server

by s3yed

Enables document ingestion and typed knowledge graph queries through Claude MCP tools, allowing agents to extract, store, and retrieve typed entities and relations from documents.

S3YED/cognify

India MCP Server

by parikshit2005

Production-grade MCP server for Indian agriculture and utility workflows, enabling crop advisory, weather checks, mandi prices, and railway utilities through natural language.

Parikshit2005/mcp-india-server

metube-mcp

by junglem0nkey

An MCP server that enables users to control a MeTube instance for managing yt-dlp video and audio downloads through AI assistants. It supports operations like queuing URLs, listing active downloads, and managing authentication cookies.

JungleM0nkey/metube-mcp

contactscience-mcp

by mspbotsai

MCP server for Contact Science CRM, providing tools to query appointment and call-block reports via the Contact Science API.

MSPbotsAI/contactscience-mcp

Librarian MCP

by liana-banyan

A Model Context Protocol server providing pre-curated canonical memory, prose/code provenance checking, and benchmark metrics to improve accuracy and reduce costs across AI tools.

liana-banyan/librarian-mcp

Content Calendar AI MCP

by csoai-org

Content Calendar AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/content-calendar-ai-mcp

libvirt-mcp-server

by coolnyx

Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.

coolnyx/libvirt-mcp-server

Performance AI MCP

by csoai-org

Performance AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/performance-ai-mcp

PDF Redaction MCP Server

by marc-hanheide

A Model Context Protocol (MCP) server that provides comprehensive PDF redaction capabilities, including text and image redaction, search, and session-based in-memory operations using FastMCP and pymupdf.

marc-hanheide/pdf-redaction-mcp

Seafile MCP Server

by 5p00kyy

Enables AI assistants to interact with Seafile cloud storage for managing self-hosted files and directories. It supports operations such as reading, writing, moving, and searching across libraries using either account-based or library-specific authentication.

5p00kyy/seafile-mcp

e-stats-mcp

by koizumikento

Enables access to Japan's official government statistics portal (e-Stat) API to search, retrieve, and analyze statistical data including census data, economic indicators, and demographic information across 17 statistical fields.

koizumikento/e-stats-mcp

WoW Armory MCP Server

by douganredhammer

Enables AI assistants to look up World of Warcraft character information and reputation from Blizzard's Armory website.

DouganRedhammer/WoWArmoryMCP

Quorum Git Agent

by rom4ik1346

Analyze GitHub repositories with health scores, issue triage, and action items through MCP tools.

rom4ik1346/quorum-git-agent

Telegram MCP Server

by georgiisidorov

A Telegram integration for MCP-compatible clients, enabling account, chat, message, contact, media, folder, and admin operations.

georgiisidorov/telegram-mcp

backrest-mcp

by tadmstr

MCP server for Backrest that provides read-only and gated write access to backup configuration, snapshots, and operations, with layered safety controls to protect backup data.

TadMSTR/backrest-mcp

psychopathia-mcp

by nellinc

MCP server exposing the Psychopathia Machinalis diagnostic framework (79 conditions) — differential diagnosis of AI dysfunctions via 11 read-only tools.

NellInc/psychopathia-mcp