The MCP Trust Index.

Prometheus MCP Server Extended

by yh1401

Enables querying real-time and historical server performance metrics (CPU, memory, disk IO, load, TCP) from Prometheus via Node Exporter.

yh1401/prometheus-mcp-server

Minted MCP Server

by markmhendrickson

Enables interaction with Minted.com to retrieve address book contacts, order history, and delivery information for recent card orders.

markmhendrickson/mcp-server-minted

Gemini Image Generator MCP Server

by jonchun

Generate and transform images using Google's Gemini AI through the Model Context Protocol (MCP).

jonchun/gemini-image-mcp

dev-memory-mcp

by kurious-george

MCP server providing Claude with persistent, local memory for tracking architectural decisions, dead ends, and project context across conversations.

Kurious-George/dev-memory-mcp

anndata-mcp-workshop

by dschaub95

Enables interaction with AnnData objects via the Model Context Protocol, allowing querying and manipulation of annotated data matrices for single-cell genomics.

dschaub95/anndata-mcp-workshop

Postman MCP

by logesh-works

Sync your API code into Postman collections — body, params, auth, responses, tests, and examples — with zero manual fill, straight from Claude Code.

logesh-works/postman-mcp

todo-assistant

by viksnekristians

Manages TODO tasks with operations like add, list, complete, update, and delete, stored in a JSON file.

viksnekristians/todo-mcp

Trip Tracker MCP Server

by skywall34

A Model Context Protocol (MCP) server that provides access to a trip tracking SQLite database. This server enables AI assistants to query and manage flight trip information including users, airports, and flight details.

skywall34/trip-tracker-mcp

julia-mcp

by aplavin

Enables AI assistants to execute Julia code efficiently with persistent sessions, avoiding startup costs and maintaining state across calls.

aplavin/julia-mcp

Hologres

by aliyun

Connects AI systems to Alibaba Cloud's Hologres databases for SQL execution, metadata retrieval, and statistics collection, enabling seamless data analysis workflows.

aliyun/alibabacloud-hologres-mcp-server

Microsoft Calendar MCP Server

by jairosoft-com

Enables fetching and managing Microsoft Outlook calendar events within date ranges through natural language, using Azure AD authentication and dual transport support for compatibility with Claude Desktop and other MCP clients.

jairosoft-com/mcp-server-outlook-calendar

graphrag-local

by e2its

Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for private, offline document retrieval. Provides tools to search, add documents, and check the RAG status, enabling Claude to reason over user's own notes, code, and papers without cloud dependencies.

e2its/graphrag-local

Litmus

by spectrexf

An MCP server that lets an AI agent backtest, risk-check, and audit trading strategies, determining if a strategy is overfit or actually works.

Spectrexf/litmus-mcp

GitHub MCP Server

by xiao-rx

An MCP server that enables AI agents to directly manage GitHub repositories, including PRs, issues, and code search, using natural language.

Xiao-rx/github-mcp-server

TalkAPI

by prakhar7824

Enables conversational API testing via MCP, allowing users to make HTTP requests, decode JWT tokens, and validate JSON schemas through natural language.

prakhar7824/TalkAPI

AI Agent History RAG MCP Server

by no13productions

Provides persistent, searchable memory across AI coding agent and chat history (Claude Code, Codex, Gemini CLI, ChatGPT, and more) via retrieval-augmented generation, enabling semantic and hybrid search to retain context across sessions.

no13productions/ai-agent-history-rag-mcp

MCP Tool Server

by sushma9903

Provides real-world tools for weather data, stock market information, and internet search through the Model Context Protocol. Integrates with OpenWeatherMap, Stooq market data, and Google Custom Search APIs.

sushma9903/mcp-server

Skills MCP Server

by chameleonbr

Centralized, sandboxed MCP server to manage, execute, and expose advanced Agent Skills to any MCP-capable framework or low-code platform.

chameleonbr/skills_mcp_server

Content Creator MCP Server

by niknshinde

An MCP server for content creation that extracts video transcripts, scrapes web articles, and performs web searches.

niknshinde/mcp-content-research

General-Purpose MCP Database Server

by miekxd

Provides LLMs with full PostgreSQL database access, including tools for query execution, schema management, and data export. It also features a dedicated insights system for storing business memos and supports both local stdio and remote HTTP transport.

miekxd/general-database-fastMCP

TurboQuant Tools

by freezevii

MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant + QJL), with tools to compress, decompress, estimate savings, and embed+compress vectors.

FreezeVII/turboquant-tools

Huawei Cloud MCP Servers

by lexcodee

Provides MCP servers for managing Huawei Cloud ECS, CodeArts Pipeline, and CTS audit logs with unified JWT authentication and role-based access control.

lexcodee/huaweicloud-mcp-server

docs-mcp

by artemartemov

A secure MCP server providing intelligent documentation search across multiple frameworks using ChromaDB vector storage, enabling semantic search and integration with AI tools.

artemartemov/docs-mcp

Evolution MCP Server

by matheuslarcher

MCP server for managing WhatsApp instances and sending messages through Evolution API.

MatheusLarcher/evolution_mcp

scopus-mcp

by josetra44

Enables AI agents to search and retrieve academic papers, author profiles, and citation data from the Scopus database via MCP tools.

JOSETRA44/scopus-mcp

godot-mcp-docs

by nihilantropy

Provides AI assistants with access to the complete Godot Engine documentation, enabling developers to get answers about Godot classes, tutorials, and features directly in their chat interface.

Nihilantropy/godot-mcp-docs

Garmin MCP Server

by kritsanan1

Provides access to Garmin Connect data including daily health metrics, activity tracking, real-time GPS via LiveTrack, and training readiness through 12 tools.

kritsanan1/garmin-mcp

Reexpress Model-Context-Protocol (MCP) Server

by reexpressai

Reexpress Model-Context-Protocol (MCP) Server

ReexpressAI/reexpress_mcp_server

BMKG MCP Server

by revomkg

An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorological and geophysical information through natural language.

revomkg/mcp-bmkg

Duma

by zoltanpetrik

Enables AI agents to ask questions to users asynchronously via a local macOS app, allowing users to respond by text or voice.

zoltanpetrik/duma

Research Citations MCP Server

by sebastianboehler

An MCP server for searching and citing research papers using RAG, enabling semantic search, citation finding, and question answering over a collection of PDF papers.

SebastianBoehler/citations-mcp

MCP MQTT Light Controller

by dshenaf

Enables control of smart lights through MQTT messaging protocol, supporting operations like turning lights on/off and adjusting brightness levels from 0-100.

dshenaf/mcp-mqtt-light

ya-reviews-mcp

by mrkhachaturov

MCP server that scrapes Yandex Maps business reviews and company info, exposing them to AI assistants via three tools. No API key required, uses headless browser.

mrkhachaturov/ya-reviews-mcp

identity-storage-mcp

by mikskrzyp

Provides persistent, inspectable memory storage for AI agents using SQLite. Agents can store, recall, and search memories across sessions via three MCP tools.

MikSkrzyp/identity-storage-mcp

UniArticles MCP Server

by thinktraveller

Unifies academic literature retrieval from multiple sources like Scopus, ArXiv, PubMed, and Google Scholar into a single standardized API for LLM agents.

thinktraveller/UniArticles_MCPserver

mcp-bitbucket

by webboy

MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pull requests, branching models, and pipelines, enabling AI clients to automate Bitbucket workflows.

webboy/mcp-bitbucket

steam-store-search-mcp

by tfuru

MCP server that provides tools to search Steam games by keyword, retrieve game details (price, release date, genres), and fetch player reviews with recent ratings.

tfuru/steam-store-search-mcp

kbbi-mcp

by gaato

An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).

gaato/kbbi-mcp

time-mcp

by dochertydev

Lightweight MCP server providing system time tools (current time, date, datetime, time components, unix timestamp) for LLM applications.

DochertyDev/time-mcp

Fastdomaincheck

by bingal

MCP Server for blazing-fast domain name availability checks.

bingal/fastdomaincheck-mcp-server-python

airbyte-mcp

by trustxai

Enables interaction with an Airbyte instance through natural language, supporting workspaces, sources, destinations, connections, jobs, logs, tags, streams, and connector definitions.

trustxai/airbyte-mcp

agoradigest-mcp

by agoradigest

MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, enabling drive of agent actions like sending DMs, checking inbox, managing friends, and rehydrating context with persistent per-friend memory.

agoradigest/agoradigest-mcp

instagram

by crewimia

Enables fetching public Instagram profiles, posts, and images without an API key via Instagram's mobile API.

crewimia/mcp-instagram

Excel MCP Server

by mort-lab

Enables AI assistants to perform Excel file operations (create, read, write, format) without requiring Microsoft Excel installation.

mort-lab/excel-mcp

test-mcp

by jamesricky

A demo MCP server for testing and debugging tools, providing tools to get launches and trending words.

jamesricky/test-mcp

mcp-server-zefix

by johnphilipp

Search and retrieve detailed information about Swiss companies from the official Zefix register, including company profiles, corporate structures, and SHAB publications.

johnphilipp/mcp-server-zefix

scb-mcp

by isakrizell

Enables querying Statistics Sweden's statistical database via tools like navigate, get_table_metadata, query_table, etc.

IsakRizell/scb-mcp

Lawmesh MCP Server

by pratyushkr9420

Enables AI agents to query U.S. legislative data, including jurisdictions, legislators, and bills, via the OpenStates API.

pratyushkr9420/Lawmesh

Zyla API Hub MCP Server

by zyla-labs

Enables any AI agent to call any API on the Zyla API Hub with a single tool, allowing natural language queries to fetch data from thousands of APIs without custom code.

Zyla-Labs/mcp-server

ward

by user31133

AI-powered code quality analysis that detects security issues, bugs, code smells, and performance problems across multiple languages.

user31133/ward-mcp