The MCP Trust Index.

subway-mcp

by sungsanmerrygoround

실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.

Sungsanmerrygoround/subway-mcp

BloodHound-MCP-AI

by mordavid

BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.

MorDavid/BloodHound-MCP-AI

speech-mcp-server

by thundersoft-td

MCP server integrating VolcEngine for automatic speech recognition (ASR) and text-to-speech (TTS), converting audio to text or text to audio files.

thundersoft-td/mcp-server-speech

Rami-Kali MCP Server

by direct-to

Wraps Kali Linux penetration testing tools for authorized security assessments, driven by a local LLM via LM Studio.

Direct-TO/kail-mcp

Scalene-MCP

by ptmorris05

A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural language interactions in supported IDEs.

ptmorris05/scalene-mcp

GitHub MCP Server

by evin009

Enables users to interact with GitHub via natural language requests, executing API calls and returning structured responses.

Evin009/GitHub-MCP

mcp-oauth

by shahrear33

FastMCP server with Bearer token authentication mounted on FastAPI, including OAuth 2.1 endpoints for dynamic client registration and metadata discovery.

shahrear33/mcp-oauth

Amazing-Marvin-MCP

by bgheneti

Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

bgheneti/Amazing-Marvin-MCP

eShipz Tracking MCP Server

by kavinvetrivel

A Model Context Protocol (MCP) server that provides shipment tracking functionality through the eShipz API. This server enables Claude Desktop to track packages across multiple carriers with intelligent, status-aware formatting.

KavinVetrivel/eshipz-mcp

gotham-browser

by gotham-os

Enables Claude Code to control a real browser using AI for web scraping, competitive intelligence, and UX auditing through the MCP protocol.

gotham-os/gotham-browser

whatsapp-mcp-assistant

by hamzafayaz

MCP server that exposes a real WhatsApp account to Cursor through safe, approval-gated tools and a local Go bridge, enabling chat management, contact search, and message send with explicit confirmation.

HamzaFayaz/whatsapp-mcp-assistant

CodeKarma MCP Server

by firgga-sunil

Provides production insights and code analysis by leveraging Nexus instrumentation data to identify CPU-intensive methods and visualize execution flow trees. It enables developers to make data-driven decisions through real-time performance metrics and automated service discovery from Java class names.

firgga-sunil/ck-mcp

MCP Image Analyzer Server

by nyxnyx-cyber

Analyzes images using a vision AI model to provide detailed descriptions, enabling non-vision models to understand image content.

NYXNYX-cyber/MCP-Image_Analyzer

Enterprise MCP Server

by bruriah1999

Production-grade FastMCP 3.x server template for scalable semantic tool retrieval, dynamic providers, paginated tool lists, and role-based progressive disclosure.

bruriah1999/mcp_server

Oracle-42 DarkIntel MCP

by mintmas

Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectorized data points from IronClaw pipeline.

mintmas/oracle42-darkintel-mcp

Local Git Changes Analyzer

by manavgup

A FastMCP server for analyzing outstanding local git changes that haven't made their way to GitHub yet.

manavgup/mcp_local_repo_analyzer

yahoo-finance-mcp-server

by christiangrogers

An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials, options, news, and more) to AI agents via the yfinance library, requiring no API key.

christianGRogers/yahoo-finance-mcp-server

oak-mcp

by monarch-initiative

Enables AI agents to interact with ontologies through the Ontology Access Kit, providing ontology querying and management capabilities.

monarch-initiative/oak-mcp

MCP PDF Server

by optltd

Provides tools for extracting text, performing OCR on scanned documents, and retrieving images from PDF files. It enables Model Context Protocol clients to process PDF content page-by-page through specialized extraction tools.

OptLTD/mcp-pdf-reader

Gridscale MCP

by fabiante

MCP Server to interact with the Gridscale API

fabiante/gridscale-mcp

Hatchet MCP Server

by gjakobi

Enables monitoring and debugging of Hatchet workflows and jobs through MCP clients like Claude Code. Users can list workflows, track run statuses, query queue metrics, and retrieve job results using natural language commands.

GJakobi/hatchet-mcp

SecureNote.link MCP Server

by jackalterman

Enables AI agents to create end-to-end encrypted, self-destructing notes that can be securely shared via a one-click link, ensuring secrets are never stored in plain text in chat history.

jackalterman/securenote-link-MCP-server

MemRL

by anvanster

Memory-augmented reinforcement learning system that captures coding sessions as episodes, learns from successful problem-solving patterns, and provides semantic search to retrieve relevant past experiences.

anvanster/tempera

LangSmith MCP Server

by don-aie-cohort8

Enables read-only querying of LangSmith traces including runs, children, and URLs without extra instrumentation.

don-aie-cohort8/langsmith-mcp-server

SAP Ariba MCP Server

by vanshikadhole

Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, sourcing, supplier management, and supply chain data. It enables AI agents to interact with contracts, catalogs, and business network transactions through natural language.

VanshikaDhole/McpServer

robinhood-mcp

by rwlarow-ui

Enables AI models to manage Robinhood portfolios, execute trades, and run automated trading bots with stop-loss/take-profit monitoring.

rwlarow-ui/robinhood-mcp

mcp-starter

by ejoliet

A minimal MCP server demonstrating tools, resources, and prompts for managing notes, with a simple notes app that supports adding, listing, deleting notes and summarizing them.

ejoliet/mcp-starter

Intercom MCP Server

by damilola-max

An MCP server that exposes Intercom tools to Claude Desktop and sends a daily support report via email.

Damilola-max/intercom-mcp-server

ynab-mcp-server

by gregarrific

A personal MCP server that gives Claude native access to YNAB budget data.

Gregarrific/ynab-mcp-server

Proflores MCP Server

by jjesusaf

Enables management of the Proflores budgeting system, allowing users to interact with catalogs for clients, projects, and resources. It supports comprehensive budget operations including creation, item updates, and Unit Price Analysis (APU) through a Supabase backend.

jjesusaf/mcp-server

GitHub Projects MCP Server

by jamescalam

Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.

jamescalam/github-projects-mcp

semaphore-mcp-server

by vitexsoftware

Enables AI assistants to interact with Semaphore UI for managing Ansible, Terraform, and other automation workflows through project, task, template, and inventory management.

VitexSoftware/semaphore-mcp-server

xtai-mcp-data-analysis

by vaesonshu

An MCP server for data analysis and visualization supporting CSV and Excel files. It enables users to generate statistical summaries and create multi-dimensional charts like heatmaps and bar plots through natural language.

vaesonshu/xtai-mcp-data-analysis

Nager MCP v102 MCP Server

by traia-io

Provides access to the Nager.Date API through the Model Context Protocol, allowing AI agents to query worldwide public holiday information. It enables seamless integration of holiday data into LLM workflows using standardized tools.

Traia-IO/nager-mcp-v102-mcp-server

Blood Pressure Tool

by mclarkson

Manages blood pressure readings (create, read, update, delete) via an MCP server, integrable with Open WebUI.

mclarkson/bptool

google-fonts-mcp

by sliday

MCP server for searching Google Fonts and generating complete CSS/Tailwind typographic systems with font pairings and modular scales.

sliday/google-fonts-skill

Test MCP Server Feb6 USDT

by traia-io

An MCP server that enables AI agents and LLMs to interact with the Test MCP Server Feb6 USDT API through standardized tools. It provides features such as Docker support and async operations for efficient integration.

Traia-IO/test-mcp-server-feb6-usdt-mcp-server

ocr-mcp

by asharca

Enables document OCR processing via OcrPlane APIs, supporting document parsing, asynchronous polling, markdown extraction, and task management.

asharca/ocr-mcp

blender-mcp-bridge

by otinori

Enables natural language control of Blender via Claude by converting MCP JSON-RPC calls to Blender's custom TCP protocol for scene manipulation, object creation, and Python execution.

otinori/blender-mcp-bridge

sysprobe-mcp

by raindancer118

Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.

Raindancer118/sysprobe-mcp

Academic Author Network

by alperenkocyigit

Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

alperenkocyigit/authorprofilemcp

Sentry

by getsentry

Retrieving and analyzing issues from Sentry.io

getsentry/sentry-mcp-ts

GitHub MCP Server

by maheshjagzap123

Exposes GitHub actions as tools for creating branches, pushing files, opening and merging pull requests.

maheshjagzap123/MCP-Server

USDA MCP Server

by nstclore

Enables plain English queries about US agricultural data, including historical crop statistics from NASS QuickStats and current cash grain prices from AMS Market News.

nstclore/usda-mcp

Personal Library MCP Server

by srgsanky

A demo server that allows AI models to manage a personal reading list stored in a local SQLite database. It provides tools for searching, adding, and updating books while demonstrating core Model Context Protocol features like resources and tools.

srgsanky/mcp-demo

pdf-reader-mcp

by iflow-mcp

MCP server for extracting text from PDF files, supporting local files and URLs.

iflow-mcp/pdf-reader-mcp-1

Horse Racing News

by mchow01

Retrieves and displays the latest horse racing news stories from Thoroughbred Daily News RSS feed, including titles, content, and links.

mchow01/horseracingnews

Minimal MCP Server for AutoCAD DWG

by jooseokkim-dl

A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

JooseokKim-DL/MCP-for-MS-Copilot-Agenthon

vCenter MCP Server

by downeyou

Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, providing read-only and write tools with dry-run protection and automatic session management.

DowneyOu/vcenter-mcp-stack

Plex MCP Server

by vladimir-tutin

Enables interaction with Plex Media Server via the MCP protocol, allowing AI agents to manage libraries, media, playlists, collections, users, sessions, and server administration.

vladimir-tutin/plex-mcp-server