The MCP Trust Index.

Weather MCP Server

by kennexcorp

A Model Context Protocol server that provides real-time weather alerts and forecasts using the National Weather Service API.

Kennexcorp/weather_mcp_server

sangsang-lite-mcp

by leesihyeon711

An MCP server for analyzing creative ideas through a series of diagnostic tools, designed for prototyping and submission to PlayMCP.

LeeSiHyeon711/sangsang-lite-mcp

Superset MCP Server

by tlubben

Enables AI to create and manage Apache Superset dashboards, including adding charts and native filters from datasets.

tlubben/bio-superset-agent

payroll-normalizer-mcp

by dingxiang-me

Enables AI tools to normalize messy payroll spreadsheets (xlsx/xls/csv) into a standardized 10-column template for social insurance calculation, with automatic column detection, net-to-gross conversion, and cross-entity/month merging.

dingxiang-me/payroll-normalizer-mcp

grubhub-mcp

by sawyershoemaker

An MCP server for Grubhub that enables searching restaurants, browsing menus, building carts, checking out, and placing orders, with additional support for campus dining cards.

sawyershoemaker/grubhub-mcp

Memoria

by ivkond

A self-hosted memory backend for MCP clients, providing tools for storing, searching, updating, and deleting memories with per-user scoping and OIDC support.

ivkond/memoria

CSV Analytics MCP Server

by csoai-org

A spreadsheet and CSV analysis toolkit for AI agents that enables loading CSV files, filtering and querying data, computing statistics, creating aggregations, building pivot tables, and exporting chart-ready data using pandas.

CSOAI-ORG/csv-analytics-mcp

ClaudeCode Session Notes MCP Server

by claire-s-monster

Enables comprehensive collection and analysis of ClaudeCode development sessions, including agent tracking, tool usage analytics, and performance metrics.

Claire-s-Monster/claudecode-session-notes

Things MCP Server

by iflow-mcp

Enables interaction with the Things app for task management, allowing natural language task creation, project analysis, and priority management.

iflow-mcp/excelsier-things-fastmcp

OmniMemory MCP Server

by nwxio

A production-friendly memory platform with an MCP server interface, combining structured memory, semantic retrieval, knowledge graph operations, cross-session context, and safety controls.

nwxio/mcp-memory

HyperLiquid MCP Server

by talkincode

基于FastMCP的HyperLiquid交易MCP服务器，为AI助手提供市价/限价订单、仓位管理、市场数据等工具，支持与HyperLiquid永续合约和现货交易平台交互。

talkincode/hyperliquid-mcp-python

mcp-teslamate-fleet

by lodordev

MCP server combining TeslaMate historical analytics with Fleet API live data and commands. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.

lodordev/mcp-teslamate-fleet

ramzinex-mcp

by dwin-gharibi

Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing tools for market data, account management, and trading with safety flags.

dwin-gharibi/ramzinex-mcp

freshfilings-mcp

by nrfischer10

Search and verify U.S. business entities from official state filings. Covers NY, FL, and CO - search by name, get full entity details, pull new formations, and check usage. Requires a FreshFilings API key from freshfilings.dev.

nrfischer10/freshfilings-mcp

Edition Intelligence Platform

by hiroshic9-png

Japan Operations OS for AI agents — 14 knowledge domains covering regulations, protocols, calendar, travel, food culture, language, disaster safety, daily life, and persistent memory. 31 MCP tools via REST + Streamable HTTP.

hiroshic9-png/edition-api

mcp-lightcast

by lawwu

Integrates with Lightcast APIs to search job titles, extract skills from text, and access career data for analysis.

lawwu/mcp-lightcast

anki-mcp MCP Server

by camdenclark

A model context protocol server that connects to Anki through AnkiConnect

CamdenClark/anki-mcp-server

FPL MCP Server

by lewis-king

Connects LLMs to the Fantasy Premier League API for intelligent team management, enabling natural language player research, competitor analysis, transfer decisions, and strategic planning using friendly names instead of IDs.

lewis-king/fpl-mcp-server

Weather MCP Server

by yusuf-bolat

A Model Context Protocol (MCP) server that provides real-time US weather alerts and forecasts by integrating with the National Weather Service API. It connects directly to Claude Desktop, enabling Claude to fetch live weather data through natural language requests.

yusuf-bolat/mcp-weather-server

dsharipova/mcp-hw

by dsharipova

Create personalized greetings by name in the tone you choose. Get quick suggestions for friendly i…

dsharipova/mcp-hw

BNCC MCP

by dfdb76

MCP server that exposes skills from the Brazilian National Common Curricular Base (BNCC) with thematic units, knowledge objects, and prioritization layer from Mapa de Foco, enabling lookup, search, listing, and statistics of educational skills.

dfdb76/bncc-mcp

Garmin Workouts MCP Server

by st3v

Enables creation, management, and scheduling of Garmin Connect workouts from natural language descriptions, plus viewing activities, calendar data, and weather information from completed workouts.

st3v/garmin-workouts-mcp

BOSH MCP Server

by rroque99

Enables managing BOSH deployments via natural language by providing tools to login to a BOSH director and execute arbitrary BOSH commands.

rroque99/bosh-mcp

ClinicalTrials.gov MCP Server — OncoHub

by baris-varis

A production-quality MCP server that wraps the ClinicalTrials.gov v2 API, providing structured, TTL-cached access to trial data worldwide and Turkey via 4 MCP tools.

baris-varis/Initial-CT-MSP-MCP-server

gpkg-mcp

by truongtnn404

A knowledge graph MCP server for Moleculer and Go microservice projects that scans codebases, extracts service metadata, seeds Neo4j, and exposes tools for LLM clients to query and understand service architecture.

truongtnn404/gpkg-mcp

OpenSimulator MCP Server

by sanchorelaxo

Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.

sanchorelaxo/opensim-mcp

DHIS2 MCP Server

by ahasan722

Connects DHIS2 health information systems to AI assistants via the Model Context Protocol, enabling natural language queries for analytics, metadata, and tracker data.

ahasan722/dhis2-mcp-server

codebugs

by faxik

Persistent code finding, requirements, and release tracker for AI assistants. Enables durable memory for code review findings, requirements, dependency blockers, parallel-agent coordination, and release milestones with minimal token overhead.

faxik/codebugs

imladris

by feanorscodesl

Enables multi-LLM deliberation via a council of panel members, judges responses for consensus and contradictions, and returns analysis to the calling model.

FeanorsCodeSL/imladris

RabbitMQ MCP Server

by amazon-mq

Enables AI agents to manage RabbitMQ message brokers through admin APIs, supporting multiple brokers, OAuth authentication, and mutative tools.

amazon-mq/mcp-server-rabbitmq

FastMCP Server

by cloudtype-examples

A simple MCP server for task management with Bearer token authentication, supporting create, complete, and list tasks operations.

cloudtype-examples/fastmcp

wechat-to-md

by bzd6661

Converts WeChat Official Account articles to clean Markdown with locally downloaded images, supporting single and batch operations via MCP tools.

bzd6661/wechat-article-for-ai

Korea Stock Insight MCP

by yjhann33-design

Enables LLM agents to access Korean stock market data including DART disclosures, financial statements, and KOSPI/KOSDAQ prices, with an English-first interface designed for non-Korean speaking analysts.

yjhann33-design/korea-stock-insight-mcp

Omega Tools MCP

by ranapratapmajee

A production-grade MCP server that provides a centralized microservice toolkit for LLM agents, enabling web search and extensible tool integration.

ranapratapmajee/omega-tools-mcp

RDRS MCP Server

by myunussheikhrs

Enables natural language interaction with Rocket Data Replicate and Sync (RDRS) through AI assistants. Supports management of agents, data sources, processes, and replication tasks.

myunussheikhRS/rdrs_MCP

Võro MCP Server

by leo-martin-pala

An MCP server for working with the Võro language: local dictionary and corpus lookup, GiellaLT-backed analysis/spellcheck/grammar tools, and Neurotõlge translation.

Leo-Martin-Pala/voro-mcp

YouTube Transcript MCP Server

by arrrggghhh

Enables AI assistants to fetch and analyze transcripts from YouTube videos using video IDs or URLs, with support for multiple language preferences.

arrrggghhh/youtube-transcript-mcp

Clever Cloud Documentation MCP server

by lostinbrittany

This MCP demo Server based on FastMCP, exposes Clever Cloud's Documentation

LostInBrittany/clever-doc-mcp-server

DataBursatil MCP Server

by angel7i

Enables querying Mexican stock market data (BMV, BIVA) including issuers, intraday quotes, historical prices, financials, indices, rates, currencies, commodities, and news through natural language.

angel7i/databursatil-mcp

DataForSEO MCP Server

by facundozupel

Enables professional SEO/SEM research with geolocalized keyword discovery, competitor analysis, and SERP ranking insights using DataForSEO API.

facundozupel/mcp-dfs

Student Progress Tracker MCP Server

by woodstocksoftware

Enables AI assistants to manage student profiles, track assessments, calculate topic mastery, identify learning gaps, and recommend focus areas. Integrates with Claude Desktop and Claude Code for interactive learning analytics.

woodstocksoftware/student-progress-tracker

Interview Prep MCP Agent

by nupur0307

Enables interview preparation by analyzing resumes and job descriptions, generating role-specific questions, and evaluating answers using MCP tools integrated with an OpenAI agent.

NUPUR0307/interview-prep-mcp

Image-This-MCP

by galaxyxieyu

A production-ready MCP server that provides AI-powered image generation through multiple providers including Gemini and Jimeng AI with intelligent provider selection.

GalaxyXieyu/Image-This-MCP

Akrasia0/S-MCP

by akrasia0

Stern MCP server

Akrasia0/S-MCP

civarium-mcp

by ftagn-superior

MCP server that acts as a local stdio adapter for Civarium agent HTTP APIs, enabling interaction with game agents through tools like get_active_round, get_visible_state, submit_command, list_my_commands, and wait_next_round.

ftagn-superior/civarium-mcp

automation-anywhere-mcp

by aakashr37

Integrates Claude Desktop with Automation Anywhere Community Edition via FastMCP, enabling AI-driven listing and execution of RPA bots through natural language commands.

aakashR37/AutomationAnywhere-MCP

cclsp

by ktnyt

MCP server for accessing LSP functionality

ktnyt/cclsp

mcp-db-server

by exigerdev

Enables querying PostgreSQL and MySQL databases using natural language, with RESTful endpoints for listing tables, describing schemas, and executing read-only queries.

ExigerDev/mcp-db-server

MCP Compass 🧭

by liuyoshio

MCP Discovery & Recommendation Service - Find the right MCP server for your needs

liuyoshio/mcp-compass

MCP FastMCP Demo Server

by blackviking1311

A simple demonstration MCP server built with FastMCP that provides basic functionality including an addition tool, dynamic greeting resources, and user greeting prompts over STDIO.

blackviking1311/sample-mcp-server