The MCP Trust Index.

NRTSearch MCP Server

by tvergilio

Enables AI assistants to search and query Lucene/NRTSearch indexes using natural language, supporting full Lucene query syntax including Boolean, phrase, range, wildcard, and fuzzy searches with highlighting and custom field retrieval.

tvergilio/nrtsearch-mcp-server

DecimerMCPServer

by docminus

MCP server that exposes DECIMER image-to-SMILES functionality as tool calls.

DocMinus/DecimerMCPServer

mcp-atlassian

by knowmax

MCP server for Atlassian products (Confluence, Jira, Bitbucket, and Xray for Jira) supporting Cloud and Server/Data Center deployments.

knowmax/mcp-atlassian-main

cox-automotive-mcp

by sanjibani

First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any MCP client read dealer accounts, look up manufacturer incentives, and manage inventory listings through the Cox Automotive / Dealer Developer Portal API.

sanjibani/cox-automotive-mcp

Unforget MCP Server

by unforget-ai

Long-term memory for Claude Code, Cursor, and MCP clients with zero-config embedded PostgreSQL. Stores and retrieves facts, preferences, and decisions using 4-channel semantic, BM25, entity, and temporal search with cross-encoder reranking.

unforget-ai/unforget-mcp

horizon-mcp

by kshash919

Enables natural language querying of Snowflake-managed Iceberg tables via Horizon IRC and DuckDB, without using a Snowflake warehouse.

kshash919/snowflake-horizon-irc-mcp

cvefeed-mcp

by cvefeed

MCP server providing vulnerability intelligence from CVEFeed.io, enabling CVE search, product subscriptions, and alert management via natural language.

cvefeed/cvefeed-mcp

zephyr-squad-server-mcp

by alejandroviera

An MCP server that enables AI agents to drive Zephyr for Jira (Server/Data Center) test management via ZAPI. It exposes operations for test cycles, folders, executions, test steps, step results, and ZQL search over stdio for use with any MCP client.

alejandroviera/zephyr-squad-server-mcp

image2-mcp

by paipai112

MCP server for the company image2 text-to-image API, enabling AI tools to generate images directly from text prompts.

Paipai112/image2-mcp

AzurePricingMCP

by matt-edwards-aztech

Enables cost analysis, price comparison across regions, and savings plan calculations for Azure services through the Azure Retail Prices API.

matt-edwards-aztech/AzurePricingMCP

DPSCoach

by stalcup-dev

An AI-powered combat log analyzer for Throne & Liberty that provides actionable DPS metrics using a local DuckDB event store and MCP tools. It enables users to ask natural-language questions about their performance and receive insights through automated SQL analysis.

stalcup-dev/tl-dps-mcp

IEEE 802.11 MCP Server

by gangadharnitw

Semantic search and structured queries over IEEE 802.11 specifications, enabling AI assistants to search technical content, tables, and figures across multiple standards.

gangadharnitw/IEEE-80211-MCP-Server

Gmail AutoAuth MCP Server

by raghavared

Enables AI assistants to manage Gmail through natural language, supporting operations like sending, searching, and reading emails. It includes comprehensive label management, batch processing, and a streamlined OAuth2 auto-authentication flow.

raghavared/gmail-mcp

agda-mcp

by dreamlinuxer

MCP server for Agda, providing type checking, go-to-definition, case splitting, auto proof search, and more directly from Claude Code or any MCP client.

DreamLinuxer/agda-mcp

U2

by bpamiri

Connect to Rocket Universe/UniData MultiValue databases

bpamiri/u2-mcp

GitLab MCP Server

by skmprb

A comprehensive integration providing over 46 tools for managing GitLab projects, issues, merge requests, and CI/CD workflows through natural language. It supports repository operations like local cloning and batch actions across groups via stdio, SSE, or HTTP transports.

skmprb/gitlab-clone-mcp-server

Mural MCP

by alymohamedhassan

MCP server for interacting with Mural's public API, enabling browsing and management of workspaces, rooms, murals, and widgets within Mural.

alymohamedhassan/mural-mcp

larks-mcp

by hpower2

Enables fetching document content from Lark Suite using OAuth authentication, with support for streamable HTTP transport and Docker deployment.

hpower2/larks-mcp

mcp-defectdojo

by inspicere

MCP server for DefectDojo vulnerability management, exposing 24 tools for managing products, engagements, tests, findings, scan imports, and finding lifecycle through the Model Context Protocol.

inspicere/mcp-defectdojo

weather-mcp-server

by elmopps

Provides real-time weather data from the US National Weather Service API, enabling users to fetch active alerts for any US state and 5-period forecasts for any latitude/longitude location through natural language.

elmopps/weather-mcp-server

mcp-toolbox

by fastmcp-me

A comprehensive MCP server enabling LLMs to execute commands, manage files, interact with Figma, search the web, generate images, and more, extending their capabilities beyond text generation.

fastmcp-me/mcp-toolbox

DCI MCP Server

by redhat-community-ai-tools

MCP server for DCI API enabling AI models to extract and analyze DCI jobs, components, and topics, with integrations for Google Drive, Jira, GitHub, and Red Hat support cases.

redhat-community-ai-tools/dci-mcp-server

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

Plutus MCP Server

by thefrizzy1

A self-hosted MCP server for homelabs with ~193 tools covering media, home automation, productivity, infrastructure, and public APIs, featuring a web dashboard for configuration and health monitoring.

Thefrizzy1/MCP-Manager

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