The MCP Trust Index.

Custom Elasticsearch MCP Server

by m0-ar

A high-performance MCP server that connects tools like Cursor to Elasticsearch clusters using public-key authorization instead of API keys. It provides optimized tools for searching data, listing indices, and inspecting cluster mappings or shards with support for concurrent requests.

M0-AR/Custom-Elasticsearch-MCP-Server

cc-session-search

by bwads001

An MCP server that provides tools for searching and analyzing Claude Code conversation history.

bwads001/cc-session-search

Kroger MCP Server

by cincyjosh

Integrates Kroger's public API with Claude to allow adding meal plan grocery lists directly to your Kroger cart via natural language.

cincyjosh/Kroger-MCP-Server

procurement-knowledge-mcp

by trussler-leveragepointdata

MCP server for querying procurement and inventory documents (invoices, purchase orders, etc.) via structured lookups, precomputed comparisons, and full-text search.

trussler-leveragepointdata/procurement-knowledge-mcp

Sage MCP Server

by waggle-sensor

A Model Context Protocol (MCP) server for interacting with the Sage Grande Testbed, enabling users to query sensor data, submit jobs, and manage Sage nodes through natural language.

waggle-sensor/sage-mcp

Math Tools

by arjunkrish7356

Provides six fundamental mathematical operations including addition, subtraction, multiplication, division, exponentiation, and logarithm calculation with customizable base support and proper error handling for division by zero and invalid inputs.

arjunkrish7356/mathagent

smokeball-mcp

by rosenadvertising

MCP server providing full Smokeball API coverage for law firm practice management, enabling natural language interactions with matters, contacts, tasks, billing, and more via Claude Desktop.

RosenAdvertising/smokeball-mcp

Grafana MCP

by izaitsevfb

MCP server for Grafana that provides tools to interact with dashboards, data sources, alerts, and more.

izaitsevfb/grafana-mcp

Google MCP Server

by aayush13022

Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authentication and an approval gate that requires manual confirmation before each action.

aayush13022/mcp-server-aayush

NotebookLM MCP Server

by harriedgemusic

Enables AI agents to query and interact with Google NotebookLM notebooks to retrieve citation-backed information. It provides tools for listing notebooks, accessing source data, and asking natural language questions.

harriedgemusic/notebooklm-mcp

LangGraph FastAPI MCP Server Demo

by davidkiss

Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chatbot to manage shopping lists via natural language.

davidkiss/langgraph-fastapi-mcp-server-demo

ROS1 Noetic MCP Server

by lopisan

Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools for topic management, service calls, and parameter configuration. It also supports node inspection, coordinate transform queries, and message introspection via the Model Context Protocol.

lopisan/ros-mcp

AspenPlus MCP Server

by brack101

Enables AI assistants to interact with Aspen Plus process simulations through a standardized MCP interface, supporting simulation control, data access, and flowsheet manipulation.

brack101/AspenPlus-MCP-Server

PostgreSQL MCP Server

by kannakim

Enables AI agents to inspect and query PostgreSQL databases safely, with features like listing tables, retrieving schemas, and running read-only SQL queries.

KannaKim/PostgresqlMCPServer

magento-api-mcp

by florinel-chis

Enables searching and retrieving Magento 2 REST API documentation offline via local OpenAPI parsing, supporting endpoint search, schema lookup, and category browsing.

florinel-chis/magento-api-mcp

imessage-mcp

by jaredmoskowitz

A read-only MCP server that exposes your iMessage data to Claude Code and Claude Desktop, with automatic contact name resolution.

jaredmoskowitz/imessage-mcp

selectel-mcp

by a-slvn

An MCP server that gives an AI agent controlled access to a Selectel cloud account: OpenStack cloud servers, S3 object storage, and account billing.

a-slvn/selectel-mcp

Corpus MCP Server

by mathankarthik18

Enables AI assistants to securely interact with the Corpus Tracker application to manage financial portfolios and analyze net worth. It provides tools for tracking stock and gold holdings, logging transactions, and generating cash flow trends.

Mathankarthik18/corpus-mcp

Joplin MCP Server

by darkflib

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

Darkflib/mcp-joplin

MCP Server

by geoaziz

A persistent backend that reduces AI agent context window bloat by centralizing memory, tools, and logic, enabling lean prompts and scalable multi-agent architectures.

GeoAziz/mcp-server

systerd-lite

by rintaro-s

An AI-Native OS Core that enables LLMs to autonomously monitor, control, and optimize Linux systems with 200+ system control tools covering process management, security, containers, and self-editing capabilities.

rintaro-s/sisterd_lite

MCP Mempool

by jaducku

An MCP server that provides AI agents with real-time and historical Bitcoin network data by wrapping the mempool.space WebSocket and REST APIs. It enables tracking addresses, monitoring blocks, and retrieving transaction details or fee estimates through natural language.

jaducku/mcp-mempool

PR-Reviewer

by attikpo-akrabal-godwin

Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.

attikpo-akrabal-godwin/PR-Reviewer

agentic-patterns

by agentpatternscatalog

Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding agents to search, retrieve, and recommend patterns, recipes, frameworks, methodologies, and anti-patterns.

agentpatternscatalog/mcp

libvirt-mcp

by matiasvara

Experimental MCP server for Libvirt

MatiasVara/libvirt-mcp

personal-llm-wiki-kit

by repisto

Enables querying a local wiki through MCP-style tools, including search, Q\&A, and knowledge map, with a web viewer for human browsing.

repisto/personal-llm-wiki-kit

wayland-mcp

by someaka

Provides screenshot, analysis, mouse and keyboard control tools for modern Linux desktops via Wayland.

someaka/wayland-mcp

MCP JustWatch Server

by kkrizka

Enables searching for movies and TV shows and retrieving streaming availability data across multiple platforms and countries.

kkrizka/mcp-justwatch

Web-Scout

by uppermoon0

Enables AI-powered web searches using DuckDuckGo with automatic summarization via Google's Gemini AI. Supports both summary and detailed analysis modes for search results.

UpperMoon0/Web-Scout

VidTranslate MCP Server

by sonuji8252-creator

Enables AI-powered translation of YouTube videos into localized versions with synthesized voiceovers and avatar videos. Supports the full content pipeline from transcript extraction and translation to video generation and publishing across social platforms.

sonuji8252-creator/vidtranslate-mcp

codex-mcp-agent

by 1worldcapture

Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task execution, with safe and writable modes.

1WorldCapture/codex-as-mcp

MCPizza - Enhanced

by dshanklin-bv

An educational MCP server that enables users to browse Domino's menus, find coupons, and configure customized pizza orders via natural language. It demonstrates complex tool orchestration and real-time API integration for order validation and pricing, though final placement is limited by CAPTCHA.

dshanklin-bv/mcp-pizza

n8n-mcp

by shifusen329

A Python-based MCP server adapted from the n8n_agent project that implements a note storage and summarization system. It enables users to create, retrieve, and summarize notes through the Model Context Protocol.

shifusen329/n8n-mcp

mcp-browser

by souhailmerroun

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

souhailmerroun/mcp-browser

expense-tracker-mcp-server

by sayouncdr

MCP server for tracking personal expenses using FastMCP and SQLite, enabling adding, listing, updating, deleting expenses and summarizing by category via natural language tools.

SAYOUNCDR/Expense-Tacker-MCP-Server

Skyscanner MCP Server

by shadyvb

Enables flight and airport search capabilities through Skyscanner, allowing users to find flight options, compare prices, and locate airports using natural language.

shadyvb/mcp-skyscanner

yummy-research-mcp

by yeom

Exposes overseas and domestic macro/market statistics as MCP tools, including market sentiment and valuation indices like CNN Fear & Greed and KOSPI Buffett Index.

Yeom/yummy-research-mcp

Product MCP Telegram Bot

by balychevtsev-coder

This MCP server enables product management and mathematical calculations through a Telegram bot interface. It allows users to view, search, and add products to a database using natural language commands.

balychevtsev-coder/MCP

FRED API MCP Server

by dracepj

Enables searching and retrieving economic data from the Federal Reserve Economic Data (FRED) API, including time series, categories, releases, and popular indicators.

dracepj/fred-mcp

bichon-mcp

by pras-labs

MCP server that enables AI agents to search and read locally-archived emails via the Bichon email archiver API, without exposing Gmail or IMAP credentials.

pras-labs/bichon-mcp

thewardn-mcp

by gtrotter13

Governance wrapper for MCP servers that intercepts and evaluates every Claude tool call against policy, with verdicts including CLEARED, HELD, or BLOCKED, enabling oversight and escrow for human review.

gtrotter13/thewardn-mcp

cdisc-mcp

by teninq

Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Terminology as tools for AI assistants via the CDISC Library API. It enables users to search standards, retrieve domain variables, and access codelist definitions to facilitate clinical research data management.

Teninq/cdisc-mcp

hvac-quotes

by marceausolutions

Enables HVAC equipment Request for Quote (RFQ) management via MCP, allowing users to submit RFQs, check status, and compare quotes from distributors.

MarceauSolutions/hvac-quotes-mcp

SQL Server MCP Server (Diamond Inventory)

by dhruvipatel712

Enables safe, read-only querying and schema exploration for Microsoft SQL Server databases with preconfigured Diamond Inventory support, multiple database management, and optional HTTP API.

DhruviPatel712/mcp_server

cuba-memorys

by leandropg19

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.

LeandroPG19/cuba-memorys

Memvid

by angrysky56

Converts text content and PDFs into searchable video-based memory systems using H.264/H.265 encoding, enabling semantic search and chat interactions with encoded content for persistent knowledge storage and retrieval.

angrysky56/memvid_mcp_server

trip2g

by trip2g

Self-hosted knowledge mesh with built-in MCP server enabling AI agents to search and retrieve notes across federated hubs.

trip2g/trip2g

MaaMCP_CC

by arcelibs

Enables Claude Code to directly control Android emulators or Windows windows for MaaFramework pipeline development, with features like screenshot with grid, template cropping, and real-time recognition testing.

Arcelibs/MaaMCP_CC

WeatherServer

by ngangu63

Provides weather data including current conditions, humidity, wind speed, sunrise/sunset, and 7-day forecast via Open-Meteo APIs, discoverable and callable by LangChain agents.

ngangu63/WeatherMcp

Discord Decision MCP

by yarang

Enables AI agents to request user decisions and send notifications via Discord when human intervention is required during autonomous tasks. It supports blocking questions with custom options, progress reporting, and persistent state for seamless remote task management.

yarang/discord-decision-mcp