The MCP Trust Index.

Doubao MCP AI Server

by lxd15938771473

Provides MCP interfaces for AI text-to-image, image-to-video, and text-to-video generation using the Doubao API.

lxd15938771473/doubao-mcp-ai-server

mcp-beancount

by mekanics

A read-only MCP server that gives AI agents structured access to a Beancount personal finance ledger.

mekanics/mcp-beancount

aws-readonly-mcp

by ziyuyu23

A read-only MCP server that lets an LLM inspect an AWS account — list EC2 instances, S3 buckets, IAM users, and cost — with a structural guarantee against any mutations.

ziyuyu23/aws-readonly-mcp

MCP Chef

by mayooreshmoodanwal

Enables AI agents to participate in CodeChef contests by fetching problems, generating and testing solutions in a secure sandbox, and submitting answers.

mayooreshmoodanwal/MCP_Chef

Ghidra MCP Bridge

by hao17

A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilities to AI agents, enabling binary analysis via tools like overview, search, view, list, edit, script execution, and version control.

Hao17/LiteGhidraMCP

mcp-meeting-rooms

by 8bkmv4dm4z-source

Enables AI agents to browse, search, and book meeting rooms across multiple buildings with realistic seed data and conflict detection.

8bkmv4dm4z-source/mcp-meeting-rooms

voz-knowledge-mcp

by hbui290

Crawl and archive VOZ threads, with search and summarization capabilities for AI agents.

hbui290/voz-knowledge-mcp

Cleyrop MCP

by martincley

MCP server to interact with Cleyrop work data: browse, search, read file content, and manage files/folders.

MartinCley/Donnees-de-travail-MCP

company-reconcile

by uerdshds

模糊匹配两份表格中的公司名称和日期，输出已匹配、待复核和未匹配三种结果，便于数据对账。

uerdshds/company-data-mcp

companies-house-mcp

by jamescash1976

A local MCP server that exposes the UK Companies House API as tools for Claude Desktop and Cowork, enabling company search, profile retrieval, officer lookup, and document downloads.

jamescash1976/companies-house-mcp

Google Scholar MCP Server

by alimov-andrey

Enables academic research via Claude Code, allowing search of Google Scholar and access to Open Access full-text articles.

alimov-andrey/google-scholar-mcp

Garmin Connect

by bmccarn

Garmin Connect health and fitness data access with 34 tools.

bmccarn/garmin-mcp-server

mcp-runner

by cookiecad

A TypeScript SDK for running MCP (Model Context Protocol) servers with process reuse capabilities

cookiecad/mcp-runner

Context Bridge

by ershiyidian

Enables repository context packing, file/symbol ranking, task-relevant selection, and applying structured patches via MCP.

ershiyidian/context-bridge

Google Calendar MCP Server

by volodymyrkoval

Integrates Google Calendar with AI assistants via MCP, enabling calendar listing and event CRUD operations.

volodymyrkoval/fastmcp

vaibhav-mcp

by vaibhav-patil07

Sends Vaibhav Patil's resume via email using SMTP.

vaibhav-patil07/vaibhav-mcp

Advanced MCP Server

by rahii123

Provides real-time weather alerts from the National Weather Service, news search capabilities via NewsAPI, and safe local directory exploration for AI assistants.

Rahii123/mcp

WET - Web Extended Toolkit MCP Server

by expandingideas-ai

Web search, content extraction, and library docs for AI agents with 5-strategy scraping and runs without API keys.

expandingideas-ai/mcp-wet

Employee Leave Management MCP Server

by adityapatel143

Manages employee leave with Claude Desktop via natural language. Enables checking balances, applying, approving, and reviewing leave requests through a Supabase-backed MCP server.

adityapatel143/GenAi_Employee_Leave_Management-MCP_Server

AbletonMCP

by fabiantinkl

A powerful MCP server that enables Claude Desktop to control Ableton Live for automated music production, specializing in techno and industrial music generation.

FabianTinkl/AbletonMCP

mcp-speak

by fellowgeek

Enables AI agents to speak using MacOS native text-to-speech, with support for blocking and non-blocking speech and a sequential queue.

fellowgeek/mcp-speak

dynamic-db-mcp-server

by yangfeng20

Enables AI agents to dynamically register and query MySQL-compatible databases at runtime with built-in destructive SQL protection.

yangfeng20/dynamic-db-mcp-server

evo-scry

by krich11

MCP server for internet search via direct Google and DuckDuckGo HTML scraping with AI-powered result normalization and optional summarization, requiring no API keys for search.

krich11/evo-scry

FastMCP LaTeX Server (tex-mcp)

by devroopsaha744

MCP server that renders LaTeX to PDF via pdflatex, supporting raw LaTeX and Jinja2 templates with artifact generation.

devroopsaha744/TexMCP

search-console-mcp

by jurgisgavenas

A read-only MCP server for Google Search Console that lets you query search performance data, sitemaps, and URL index status from any MCP client.

jurgisgavenas/search-console-mcp

qq-mcp-server

by print-yuhuan

A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling clients to query bot status, read group and friend info, fetch chat history, and send group/private text messages.

print-yuhuan/QQ-MCP-Server

Postgres MCP Pro

by bach-ai-tools

Enables comprehensive PostgreSQL database management including index tuning, query plan analysis, health monitoring, schema-aware SQL generation, and safe SQL execution with configurable access control for both development and production environments.

BACH-AI-Tools/bach--postgres-mcp

Python MCP Server Template

by aj-geddes

Production-ready Python MCP server template using FastMCP framework

aj-geddes/python-mcp-server-template

LongBook Verifier

by mormolykos

An MCP server that evaluates whether retrieval methods and AI outputs are grounded in long narrative manuscripts by retrieving evidence and scoring coverage deterministically, without external model APIs. It provides tools for chunking, indexing, retrieval, and evaluation.

Mormolykos/longbook-rag-eval-lab

Uniswap MCP Server

by rakibhossain72

Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resources, and prompts, enabling AI agents to query prices, inspect pools, get quotes, and execute trades.

rakibhossain72/uniswap-mcp-server

Primer Agent

by bhq-primer

Provides research and document analysis tools for generating structured primers on topics.

bhq-primer/primer-agent

quanttogo-mcp

by quanttogo

Macro-factor quantitative trading signals for AI agents. 8 tools covering strategy discovery, live signal retrieval, and self-service trial registration. Covers US and A-Share markets with forward-tracked performance.

QuantToGo/quanttogo-mcp

Sugra API

by sugra-systems

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Sugra-Systems/prod-sugra-ai-MCP

QR Forge MCP server

by jkolarov

Enables AI agents to create and manage trackable QR codes (URLs, Wi-Fi, WhatsApp, etc.) via the QR Forge API.

jkolarov/qrforge-mcp

edhrec-mcp

by getsec

MCP server for Magic: The Gathering Commander that provides card data from Scryfall and deckbuilding recommendations from EDHREC.

getsec/mtg-mcp

MCP Gemini CLI Base

by markandersonix

A base setup for creating MCP servers that integrate with Google's Gemini CLI, including example implementations for weather data retrieval from OpenWeatherMap and basic resource/tool definitions using FastMCP.

MarkAndersonIX/mcp-gemini-cli-base

MCP PLAYLIST SERVER

by alee2602

An MCP server that provides intelligent playlist curation tools using Spotify track data and audio feature analysis. It enables AI assistants to create mood-based playlists, find similar songs, analyze audio characteristics, and curate personalized music collections.

alee2602/MCP-SERVER

Project Oracle

by mikelane

A stateful MCP server that remembers what your AI agent has already seen.

mikelane/project-oracle

Amplitude MCP Server

by ciaraadkins

Enables AI assistants to integrate Amplitude analytics for tracking events, page views, user signups, user properties, and revenue.

ciaraadkins/amplitude-mcp-server

SkillForge

by catvinci-studio

An MCP server that makes your AI agent learn and evolve by capturing feedback as reusable, persistent skills that improve over time.

CatVinci-Studio/skillForge

recall-mcp

by jaswanthsurya007-source

Turns a local folder of notes and documents into a searchable knowledge base for AI assistants via MCP, enabling semantic search, reading, and adding notes entirely on-device.

jaswanthsurya007-source/recall-mcp

Triage MCP Server

by fazalrshah

Enables AI agents to autonomously check, diagnose, and recover Dockerized services through safe, tool-based ops without direct host shell access.

fazalrshah/triage

horus-flow-mcp

by horustechltd

Real-time institutional crypto & equity orderflow intelligence. Detects BUY/SELL pressure from live Binance L2 orderbook and aggressive trade feeds for any USDT pair or US equity.

horustechltd/horus-flow-mcp

Airtable OAuth MCP Server

by fastmcp-me

Enables AI assistants and applications to interact with Airtable bases through a secure OAuth-authenticated MCP interface, providing complete API coverage for all Airtable operations.

fastmcp-me/airtable-mcp-server-oauth

Orcorus Repository Scanner

by ceilingduster

Scans GitHub repositories for security vulnerabilities by cloning, performing static analysis, secret detection, build verification, and AI-powered OWASP-aligned code review, producing a scored SECURITY.md report.

ceilingduster/mcp_security_scanner

Currency MCP Server

by sejin0419

Enables fetching real-time exchange rates between currencies and listing supported currency codes using the Frankfurter API.

SEJIN0419/mcpstudy

bib-enrich-mcp

by haoxiangsnr

Automatically enriches BibTeX citations with missing metadata (DOI, venue, etc.) from arXiv, DBLP, and CrossRef via an MCP server for AI assistants.

haoxiangsnr/bib-enrich-mcp

quran-mcp

by quran

Provides canonical Quran text, translations, and tafsir commentary via MCP for accurate AI citation.

quran/quran-mcp

Finanpy

by gahbrielms

MCP server for personal finance management that connects a SQLite database to any MCP client, allowing users to register, query, and analyze financial transactions through natural language.

Gahbrielms/exercicio_mcp

Python FastMCP Server

by rajeshsahu09

A Python-based MCP server demonstrating basic math and text tools, supporting both SSE and STDIO transports for integration with AI assistants like Cline in VS Code.

rajeshsahu09/mcp