The MCP Trust Index.

qq-music-mcp

by wangkezun

Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song details, lyrics, and playback URLs.

wangkezun/qq-music-mcp

brehon-mcp-server

by brehon-privacy

Provides AI assistants with real-time, structured access to 32 privacy and AI governance laws across 28 jurisdictions to prevent hallucination in compliance answers.

brehon-privacy/brehon-mcp-server

Legal Document RAG MCP Server

by alifindrar

Enables semantic and keyword search over legal documents, conflict detection, and document overview, supporting Indonesian and English texts.

alifindrar/doc-scraper

pty-mcp

by brkhrdt

Enables AI agents to start and manage pseudo-terminal sessions, run shell commands and interact with REPLs programmatically.

brkhrdt/pty-mcp

Bexio MCP Server

by tbottlik

Enables AI assistants to manage contacts, invoices, quotes, projects, and items in Bexio ERP through natural language.

tbottlik/Bexio-MCP-Server

image-convert-mcp

by shanthistream

MCP server for converting images to WebP and AVIF formats with batch processing and parallel execution.

ShanthiStream/image-convert-mcp

Crawl4AI RAG MCP Server

by jmgilman

Provides AI agents and assistants with advanced web crawling and RAG capabilities, enabling them to scrape websites and perform semantic search over crawled content.

jmgilman/c4ai-mcp

mark-coach-mcp

by bluenacho

Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI coaching assistant for ecommerce and Facebook Ads.

BlueNacho/mark-coach-mcp

metatrader-mcp

by ali-rajabpour

Enables users to capture real MetaTrader 5 chart snapshots with custom indicators and fetch market data through natural language in Claude Desktop.

ali-rajabpour/metatrader-mcp

KommoMCP

by ampulex-23

AI-powered CRM assistant for Kommo/amoCRM that provides natural language management via Telegram bot and MCP protocol, enabling analytics, entity operations, and CRM setup.

ampulex-23/KommoMCP

mcp-llm-offload

by seaosinc

An MCP server that offloads light LLM work from Claude to a model you control, such as a local LLM or any OpenAI-compatible provider, saving frontier-model quota on non-critical tasks.

seaosinc/mcp-llm-offload

yt2vlc-mcp

by cola314

Streams YouTube videos to VLC Media Player via MCP. Allows searching YouTube and playing videos directly in VLC.

cola314/yt2vlc-mcp

xmind-mcp

by erlichooo

Enables AI assistants to read and write XMind mind map files, allowing generation, editing, and analysis of mind maps directly in XMind.

Erlichooo/xmind-mcp

PasIT MCP Server

by prime001

Enables AI agents to publish articles, search content, and manage accounts on the PasIT publishing platform through the Model Context Protocol.

prime001/pasit-mcp-server

Competitor Price Tracker MCP Server

by triposat

Enables querying price history and undercut alerts for tracked competitors, allowing an assistant to check if a competitor has recently undercut your prices.

triposat/competitor-price-tracker

findata-mcp

by lakshya-aga

A financial data MCP server that provides documentation and code examples for agents to write correct API calls to the findata library, covering equity prices, macro data, and more.

lakshya-aga/data-mcp

Code Intelligence MCP Server

by tech-spoke

Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tree-sitter to help LLMs explore and understand entire codebases. It implements a structured, phase-gated workflow to ensure high-confidence code modifications and eliminate hallucinations.

tech-spoke/llm-helper

Geolocation MCP Server

by jackyang25

Provides geolocation services including finding nearby transit stops and retrieving WalkScore, TransitScore, and BikeScore ratings for any address or coordinates using the WalkScore API.

jackyang25/geolocation-mcp-server

SEC EDGAR Filings MCP Server

by seongjju

Enables AI agents to download, convert, and analyze SEC EDGAR filings with tools for downloading filings, converting HTML to PDF, and transforming PDF to Markdown.

seongjju/MCP_Engineer_Technical_Assignment

Lorcana Event Finder

by zammitt

An MCP server that lets AI assistants look up Disney Lorcana TCG events, stores, and tournament data via the Ravensburger Play API.

zammitt/unofficial-ravensburger-playhub-mcp

Safaricom Daraja MCP Server

by mboya

A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja API with Claude, enabling natural language payment processing and real-time transaction notifications.

mboya/daraja-mcp

Local Testing Agent MCP Server

by marcelkurvers

A multi-language testing automation server that enables AI assistants to discover, plan, and execute tests across six major programming languages. It provides comprehensive tools for repository scanning, automated test execution, and detailed coverage reporting.

marcelkurvers/local-testing-agent

web3-research-mcp

by aaronjmars

Deep Research for crypto - free & fully local

aaronjmars/web3-research-mcp

cont3xt

by elevend0g

Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling context window, surfacing relevant memories while respecting token budgets.

elevend0g/cont3xt

itasca-mcp

by yusong652

MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation

yusong652/itasca-mcp

OpenCTI MCP Server

by cjmateoo0221

Provides tools to interact with the OpenCTI platform, including checking if a campaign exists.

cjmateoo0221/OpenCTI-Campaign-Indicator-Automation-using-MCP

Trustwise MCP Server

by trustwiseai

Provides advanced evaluation tools for assessing AI safety, alignment, and performance of LLM outputs. Enables programmatic evaluation of quality, safety metrics like toxicity and PII detection, and operational metrics including carbon footprint and cost estimation.

trustwiseai/trustwise-mcp-server

resume-editor-mcp

by gaowenting0303

MCP server for AI-native resume optimization, providing tools to load JD, analyze match, rewrite sections, and assemble customized resumes.

gaowenting0303/agent-resume

MCP Setup Server

by lakshmidevi2016

A modular MCP server exposing tools for integrating with services like GitHub, Redash, Jenkins, Figma, Jira, Confluence, Teams, Datadog, PagerDuty, Slack, and Presto, enabling users to manage these platforms through natural language via an MCP client.

lakshmidevi2016/MCP_SETUP2016

MarceauSolutions/md-to-pdf-mcp

by marceausolutions

Converts markdown files into professional PDF documents with automatic table of contents and interactive navigation.

MarceauSolutions/md-to-pdf-mcp

Calculator MCP Server

by snedea

Provides basic calculator operations (add, subtract, multiply, divide) as MCP tools for use with Claude Desktop and other MCP clients.

snedea/calc-mcp-server

mcp-tldr

by benmousaamine

MCP server that exposes llm-tldr code analysis tools (tree, structure, context, search, impact, etc.) to MCP clients like Claude Code for project understanding and debugging.

BenMousaAmine/mcp-tldr

Gmail MCP Server

by glrta

Enables Claude to read unread emails and create draft replies in Gmail with proper threading.

glrta/gmail-mcp-server

apple2-mcp

by benj-edwards

An MCP server that wraps the Bobbin Apple II emulator, providing tools for memory access, screen reading, BASIC program execution, and disk image management to enable autonomous experimentation with Apple II control techniques.

benj-edwards/apple2-mcp

MCP Chess.com Server

by codesnippetsforall

Provides access to Chess.com's public API, allowing AI assistants to fetch player information and statistics.

codesnippetsforall/mcp-server-basic-chess-dot-com-apis

axiom-calculator-mcp

by vdalhambra

Free MCP server for Claude with math and financial calculation tools — unit conversion, currency math, compound interest, statistics.

vdalhambra/axiom-calculator-mcp

regional-ocean-debugger-mcp

by crocodile-cesm

MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log analysis tools with a searchable knowledge base of expert interview transcripts.

CROCODILE-CESM/MCP_regional_ocean_debugger

apigee-mcp

by gitreddev

Exposes Apigee X / GCP Management API operations as tools, enabling management of API proxies, environments, analytics, developers, apps, and API products through natural language commands.

gitRedDev/apigee-chat

IP Geolocation

by briandconnelly

Integrates with ipinfo.io API to provide IP geolocation services, enabling location-based insights and network analysis.

briandconnelly/mcp-server-ipinfo

Leptin

by lionellau

Token-budgeted MCP memory for AI coding agents, with dedup, merge, decay, and a savings ledger.

lionellau/leptin

Google Ads MCP Server

by mikdeangelis

Enables comprehensive management of Google Ads campaigns through natural language, including campaign creation, ad group management, keyword operations, Performance Max campaigns, conversion tracking, and performance insights with support for multiple accounts.

mikdeangelis/mcp-google-ads

Fetch MCP Server

by micaelmalta

Reduces token consumption by 73-87% by cleaning web and API data before it reaches the LLM context window. Supports fetching URLs, searching the web, optimizing JSON, and more.

micaelmalta/fetch-mcp

Aikido

by bajuzjefe

Security analysis for Aiken smart contracts on Cardano with 75 vulnerability detectors.

bajuzjefe/aikido-security-analysis-platform

FinData MCP

by sapph1re

FinData MCP gives AI agents access to market data, company fundamentals, and macroeconomic indicators via MCP. It covers stocks, ETFs, crypto, forex, commodities, and economic time series.

sapph1re/findata-mcp

Optisol-Business/db-metadata-extractor-mcp

by optisol-business

Enables extraction and querying of database schema metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle databases, saving results locally for analysis.

Optisol-Business/db-metadata-extractor-mcp

screenshot-mcp-server

by antondemidov

A reliable MCP server for taking screenshots with customizable timestamp overlays, region captures, and file management capabilities across macOS, Windows, and Linux.

antondemidov/screenshot-mcp-server

mcp-indian-astrology

by nitishautomates

Enables AI assistants to access Indian Vedic astrology services including Panchang, Kundli, matchmaking, and festivals through natural language.

nitishautomates/mcp-indian-astrology

MCP Server Template

by sinan-ozel

A production-ready template for building Model Context Protocol (MCP) servers in Python, using Docker Compose for containerized development and CI/CD.

sinan-ozel/finance-tools

document-image-extractor-mcp

by hublun

A Model Context Protocol (MCP) server that provides tools for extracting images from PDF and Word documents.

hublun/document-image-extractor-mcp

pmo-planner

by jcsepulveda

Enables interacting with Microsoft Planner and Project for the Web plans through a secure MCP server, supporting plan listing, WBS details, overdue tasks, and workload summaries with strict group isolation.

jcsepulveda/mcp-pmo-planner