The MCP Trust Index.

Arthas MCP Server

by toby1123yjh

Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling analysis and diagnosis of Java applications.

toby1123yjh/arthas_mcp_server

mcp_inventory

by feralex3109

An MCP server for managing product inventory with SQLite, enabling CRUD operations and statistical queries such as total value, out-of-stock items, and most expensive product.

Feralex3109/mcp_inventory

outlook-mcp-server

by dhtim135

A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabling email search, reading, attachment management, and folder operations via Microsoft Graph API with OAuth device-code flow.

dhtim135/outlook-mcp-server

API as MCP

by krishnannarayanaswamy

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

by ahmad-act

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

GraphRAG MCP Server

by arthursrz

Enables graph-powered semantic search over the Grand Débat National dataset, providing fast, transparent answers with provenance tracing back to citizen contributions.

ArthurSrz/graphRAGmcp

Nubra MCP Server

by socials-zanskar

Enables interaction with the Nubra trading platform for authentication, instrument lookup, quotes, historical data, options analytics, portfolio management, report generation, screening, backtesting, and order placement via UAT environment.

socials-zanskar/nubra-mcp-server

LSP-MCP

by morrow-addref

Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing tools for diagnostics, call hierarchy, and type hierarchy.

morrow-addref/LSP-MCP

Android MCP Server

by wujie272

Enables AI agents to directly control Android devices via Termux, providing 120+ tools for screen manipulation, file management, app control, and system operations with layered loading and security gating.

wujie272/android-mcp

System Monitor MCP Server

by dev-herni

Gives AI agents real-time access to system metrics, process management, and container orchestration.

Dev-Herni/system-monitor-mcp

legal-mcp

by jscottym

Enables US case law search, citation parsing, practice management via Clio, and federal court filings through PACER.

jscottym/legal-mcp

reference-mcp

by mark-burg

An MCP server that helps AI agents comprehend a codebase by providing tools for navigating, searching, and understanding code structure and history.

mark-burg/reference-mcp

Mistral OCR MCP Server

by lemopian

Extracts text content from PDFs and images using Mistral's OCR API, enabling OCR capabilities in MCP-compatible clients like Cursor and Claude Desktop.

lemopian/mistral-ocr-mcp

Splytin MCP Project Generator

by doriandarren

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

Fitatu Nutrition MCP Server

by karolswitala

Syncs and retrieves daily nutrition data (meals and macros) from Fitatu via MCP tools, with SQLite caching and HTTP Streamable transport.

karolswitala/fitatu-mcp

MCP Server

by deploypilotorg

A modular Model Control Protocol server that provides tools for GitHub repository analysis, calculations, weather, time, and command execution via HTTP or stdio.

deploypilotorg/mcp-server

Task MCP Server

by m-higuchi

Enables AI clients to manage todo tasks through Tools for adding, listing, completing, and searching, alongside Prompts for daily reviews and task breakdowns. Exposes task lists and statistics as Resources with local JSON file persistence.

m-higuchi/mcp-sample

AlbumentationsX MCP

by dkosarevsky

Model Context Protocol server for discovering transforms, validating augmentation pipelines, rendering deterministic previews, and exporting reproducible pipeline specs.

dKosarevsky/albu-mcp

MCP Demo

by colesmcintosh

A FastMCP server providing hackathon overview resources and reusable starter prompts for quick integration with Cursor.

colesmcintosh/cursor-mcp-hackathon-denver

sampling-mcp

by srod0010

A minimal FastMCP server demonstrating the sampling mechanism, where the server requests a client-side LLM completion to summarize documents.

srod0010/sampling-mcp

CoursePack Local MCP Server

by digaocoite

Read-only MCP server that provides Claude Desktop with access to converted Canvas course exports, including Markdown files, reports, and search tools for local course content.

digaocoite/canvasmcplocal

fbbp-mcp-rag-server

by changyufei222

An MCP-compatible retrieval server that exposes your private FBBP knowledge base to agents and AI IDEs.

changyufei222/fbbp-mcp-rag-server

Bevy Docs Search

by aojiaoxiaolinlin

Semantic search for Bevy game engine documentation using vector embeddings and Milvus database.

aojiaoxiaolinlin/docs_mcp

Yandex Reverse Image Search MCP Server

by johnisanerd

Enables reverse image search using Yandex via Apify, returning structured JSON with matching pages, similar images, and more.

johnisanerd/Apify-Yandex-Reverse-Image-Search-API

AbletonMCP

by juampicosta

Control Ableton Live from Claude Code via the Model Context Protocol (MCP). Create/edit tracks, control plugins, fire clips, edit MIDI notes, capture audio — all through natural language.

juampicosta/ableton-mcp

World Bank Data

by anshumax

Connects to World Bank open data API for exploring and analyzing global socioeconomic indicators and development trends.

anshumax/world_bank_mcp_server

DM20 Protocol

by polloinfilzato

A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaigns, featuring tools for character sheets, combat tracking, and world-building. It enables players and DMs to interact with 5e game mechanics and query personal PDF rulebooks using RAG capabilities.

Polloinfilzato/dm20-protocol

LinkedIn MCP Server

by o2alexanderfedin

Enables users to search for jobs, retrieve profiles, and fetch feed posts through the LinkedIn API. It also provides tools for analyzing and extracting data from PDF resumes.

o2alexanderfedin/linkedin-mcp

Marketo MCP Server

by tyron-pretorius

An MCP server that exposes Adobe Marketo REST API operations as tools for AI assistants and MCP clients. It enables comprehensive management of Marketo assets including leads, activities, emails, smart campaigns, and programs.

tyron-pretorius/marketo-mcp

Test MCP Mar19 USDC MCP Server

by traia-io

An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC API through standardized tools. It supports seamless integration via the Model Context Protocol and features Docker-ready deployment.

Traia-IO/test-mcp-mar19-usdc-mcp-server

mcp-server-firebird

by marcelofmatos

An MCP server that enables AI assistants to execute SQL queries, list tables, and manage connections to external Firebird databases with automatic diagnostics and multilingual support.

marcelofmatos/mcp-server-firebird

mcp-zap

by mediatriforce-create

MCP server for sending and receiving WhatsApp messages through Evolution API, enabling management of instances, messages, and chats directly from Claude Code.

mediatriforce-create/mcp-zap

diagnosis-service

by carlosyonng

Enables business services to push error logs and generate diagnostic reports using MCP tools for log searching, code querying, and report generation.

CarlosYonng/diagnosis-service

cartograph-mcp

by benteigland11

Exposes a focused widget workflow for agents, enabling search, inspect, install, create, validate, checkin, and configuration of Cartograph widgets without mirroring the full CLI.

benteigland11/cartograph-mcp

Personal Research Assistant MCP

by chakri01

Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

chakri01/research-assistant-mcp

MCP Reminder

by sheacoding

An MCP server for managing alarms and todo lists with support for natural language time parsing and persistent data storage. It enables AI assistants to set reminders, track tasks, and provide active notifications for upcoming events.

sheacoding/mcp-reminder

playlist-agent

by aman1601s

Enables natural-language creation, management, and optimization of Spotify playlists via MCP tools like search, generate, analyze, and recommend.

Aman1601s/playlistAgent

MCP Mermaid Image Gen

by codingthefuturewithai

An MCP server that generates diagrams from Mermaid code in multiple formats (PNG, PDF, SVG).

codingthefuturewithai/mcp_mermaid_image_gen

claude-beacon

by drmf-cz

MCP server that pushes GitHub Actions CI/CD results and PR events into Claude Code sessions, enabling automatic investigation and remediation.

drmf-cz/claude-beacon

gnews-mcp-server

by alejandro-ao

MCP server providing access to the GNews API for fetching news articles and headlines. Supports search and top headlines with advanced filtering by language, country, category, and date.

alejandro-ao/gnews-mcp-server

Integrations MCP

by shriram-vasudevan

A comprehensive MCP server providing over 390 tools across 66 providers, including major SaaS platforms like GitHub, Slack, and Stripe. It enables AI assistants to interact directly with a wide array of public APIs and utility services through a single interface.

Shriram-Vasudevan/integrations-mcp

PoetryQuill Analytics MCP

by bhargavi-hash

An MCP server that connects Claude Desktop to PoetryQuill's live Supabase database. Ask Claude natural language questions about your platform data.

Bhargavi-hash/rhyme-mcp

esolat-mcp

by zubir2k

MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), nearest mosque/surau finder, and Islamic calendar events.

zubir2k/esolat-mcp

temporal-invoice-mcp

by aslan11

Enables managing invoice workflows using Temporal, allowing submission, approval, rejection, and status checking of invoices through MCP tools.

Aslan11/temporal-invoice-mcp

pgmcp

by veloper

Enables AI agents to perform PostgreSQL administration, web crawling, and knowledge base management through a unified FastMCP server.

veloper/pgmcp

scopa-mcp-server

by seboostian02

An MCP server for playing the Italian card game Scopa, supporting 2-4 players, Redis-backed event logging, real-time synchronization, and an optional LLM opponent.

Seboostian02/scopa-mcp-server

Robinhood Portfolio Tracker MCP Server

by kvcpers

Enables portfolio management, trading, and automated bot operations for Robinhood accounts through MCP tools like get_portfolio, buy_stock, sell_stock, and bot management.

kvcpers/Robinhood-Portfolio-Tracker-MCP

arXiv MCP Server

by lingqukan

Enables LLMs to search, fetch, and manage arXiv research papers across various categories. It allows users to browse recent publications, query specific metadata, and retrieve full abstracts through a local database.

lingqukan/arxiv-today-mcp

NodeSeek MCP Server

by chillpoints

An MCP server enabling LLMs to interact with the NodeSeek forum, supporting account status retrieval, daily check-in, post browsing, reading, replying, and posting.

chillpoints/nodeseek-mcp

vimax-mcp

by zcdeng

Enables AI video generation from ideas or screenplays via ViMax, with job management and daily quota control.

ZCDeng/vimax-mcp