The MCP Trust Index.

xhelio-cdaweb

by huangzesen

NASA CDAWeb data access for heliophysics — browse observatories, inspect parameters, fetch CDF data.

huangzesen/xhelio-cdaweb

inception-mcp

by raphfaure

A wrapper around INCEpTION's AERO v1 REST API, exposing corpus management operations as MCP tools and CLI commands.

RaphFaure/inception-mcp

rosclaw-ur-rtde-mcp

by ros-claw

MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE protocol, enabling motion, force, I/O, and gripper operations.

ros-claw/ur-rtde-mcp

MCP Universal Test Suite Generator

by gigici99

Enables AI assistants to analyze Java and Web projects, automatically generate unit tests (JUnit) and end-to-end tests (Selenium), and execute them directly through Maven or NPM commands.

gigici99/mcp

MCP Local Context

by steedmonteiro

A simple MCP server for local documentation with RAG capabilities, enabling AI assistants to access and search local documents.

SteedMonteiro/mcp-local-context

weather-mcp-server

by sahilgoswami0901indiamart

A minimal MCP server that provides weather data using Open-Meteo API, designed as a teaching tool for improving AI agent tool interfaces.

sahilgoswami0901indiamart/tech-learning-session

mcp-mediastack

by aderaaij

Provides 45 tools for monitoring and managing a Docker-based media stack, including Sonarr, Radarr, and other services.

aderaaij/mcp-mediastack

agent-gate

by jott2121

An MCP server that enforces fail-closed deterministic checks, independent refute-first review, and tamper-evident hash-chained receipts for AI agent outputs before claiming completion.

Jott2121/agent-gate

FortiGate MCP Server

by juststank

Enables programmatic management of FortiGate firewall devices through MCP, supporting firewall policies, network objects, virtual IPs, routing, and interface management with Cursor IDE integration.

juststank/ftg_mcp

Finance News RSS MCP Server

by jvenkatasandeep

Enables fetching and searching real-time finance news from major RSS feeds like Bloomberg, WSJ, CNBC, Seeking Alpha, MarketWatch, and Financial Times.

jvenkatasandeep/finance-news-mcp

Brazilian PEP MCP Server

by williamoliv

Enables searching and querying Brazilian politically exposed persons and federal public servants data through natural language.

williamoliv/MCPserverBrazilianPEP

backlog-mcp-server

by mcpflow

Enables interaction with Backlog project management tools, allowing users to manage projects, issues, and wikis through natural language.

mcpflow/backlog-mcp-server

privacy-dsar-mcp-server

by aiagentkarl

Enables GDPR privacy compliance and DSAR management, including creating, tracking, and updating Data Subject Access Requests, checking GDPR compliance, and maintaining a data processing inventory through MCP tools.

AiAgentKarl/privacy-dsar-mcp-server

konquest-meta-ads-mcp

by eastmapquest735

A Windows-ready MCP server to manage Meta Ads with Claude Code, providing ad creation, targeting checks, diagnostics, and safety gates for supervised ad operations.

Eastmapquest735/konquest-meta-ads-mcp

yacy-mcp

by koosty

Enables AI applications to perform web searches using a YaCy search engine instance through the Model Context Protocol.

koosty/yacy-mcp

ReadyTrader-FOREX

by up2itnow0822

Enables AI agents to perform forex trading operations through brokerages with risk controls and safety guardrails.

up2itnow0822/ReadyTrader-FOREX

tibet-voice-cache-mcp

by jaspertvdm

Enables MCP-compatible AI clients to store and recall voice conversation context by caching user and AI utterances, supporting formatted context summaries for multi-turn voice interactions.

jaspertvdm/tibet-voice-cache-mcp

Weather MCP Server

by dinuka-kasun-medis

Provides weather alerts and forecasts via the National Weather Service API, enabling Claude to answer weather-related queries.

dinuka-kasun-medis/weather

mcp-bring

by mekanics

Enables AI assistants to read and manage your Bring! shopping lists through natural language commands like adding items, marking purchases, and retrieving list contents.

mekanics/mcp-bring

capitalcom-mcp-server

by simontarara62

Unofficial Model Context Protocol server for the Capital.com Open API (built on capitalcom-cli)

SimonTarara62/capitalcom-mcp-server

GhostInTheShell MCP

by pronzzz

A sandboxed, read-only MCP server that safely exposes system metrics, container diagnostics, and logs to AI agents with intelligent context compression and strict security measures.

pronzzz/GhostInTheShell-mcp

polycode

by h19overflow

MCP server providing 13 tools to control opencode, Gemini CLI, and Qwen Code AI coding agents with session continuity and auth checking.

h19overflow/polycode

Trading MCP Server

by vaishnavik23

Enables fetching real-time stock prices from Yahoo Finance through Claude AI's interface. Allows users to query current market data for stocks using natural language commands.

VaishnaviK23/Trading-MCP-Server

kmux

by creative-koalas

A terminal emulator MCP server specifically engineered for LLMs with block-oriented design that organizes command input/output into recognizable blocks and semantic session management. Enables AI to efficiently use terminals for writing code, installing software, and executing commands without context overflow.

creative-koalas/kmux

mixcloud-mcp

by nelsonra

Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, artist lookup, uploads, and user profile access.

nelsonra/mixcloud-mcp

Professional Python MCP Server

by bash20cu

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

bash20cu/mcp-server-python

mcp-m365-mgmt

by thiagogbeier

Enables AI assistants and automation tools to manage Microsoft 365, Entra ID, and Intune resources through 32 tools for user/device/file management and infrastructure monitoring.

thiagogbeier/mcp-m365-mgmt

MuJoCo MCP

by robotlearning123

Advanced robotics simulation platform enabling AI assistants to control complex physics simulations via natural language, built on MuJoCo and MCP.

robotlearning123/mujoco-mcp

gotify-mcp

by jmagar

MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.

jmagar/gotify-mcp

mcp-email-search-server

by liu10250510

Enables AI agents to search and retrieve emails from Yahoo accounts using keywords, folder, date range, and attachment filters.

liu10250510/mcp-email-search-server

Tailnet MCP Server

by alexskorn

Query devices, check connectivity, and get network status from your Tailscale tailnet directly via an AI assistant.

AlexSKorn/TailscaleMCP

LounasMCP

by jarecoder

Enables retrieval of daily lunch menus for restaurants in Sello shopping center (Espoo) from lounaat.info.

JareCoder/LounasMCP

BulkClix MCP Server

by ananselabs-org

Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime, mobile money, bank transfers, data bundles, KYC, contacts, and account management via natural language.

AnanseLabs-Org/bulkclix-mcp

Marrow

by desikai-lab

Marrow is a persistent multi-project memory backend that provides AI agents with MCP tools for semantic code navigation, task backlog management, and versioned artifact storage. It enables seamless, token-optimized context sharing and asynchronous handoffs between different AI models working on the same codebase.

desikai-lab/Marrow

Systembolaget API MCP Server

by eoset

Enables searching and listing products from Systembolaget (Swedish liquor store) with configurable launch date range and optional query parameters.

eoset/bolki-mcp

atlas_mcp

by rsanandres

An MCP server that brings AI-powered search and conversation to your FHIR clinical documents.

rsanandres/atlas_mcp

rurussian-mcp

by shuyuew1991

MCP server for rurussian.com that enables multi-agent learning workflows with tools for sentence parsing, lesson generation, and learner modeling.

shuyueW1991/rurussian-mcp

YakusokuKeeper

by shigeruwakida

A rule-based MCP server that automatically applies configured rules at specified intervals to enforce consistent LLM behavior, with support for dynamic rule management and integration with Claude Code.

ShigeruWakida/YakusokuKeeper

supershift-mcp

by zyrial96

Enables AI clients to read and analyze Supershift schedules from exported calendar data, providing tools to list, filter, summarize shifts, detect conflicts, and estimate pay.

Zyrial96/supershift-mcp

frisco-mcp

by taraspiotr

MCP server for Frisco.pl — lets Claude add groceries to your cart, search products, get nutritional info, and manage recipes, all via natural language.

taraspiotr/frisco-mcp

mcp-sofa

by lemenkov

MCP server for Stack Overflow for Agents, enabling search, post creation, voting, and knowledge exchange for AI agents.

lemenkov/mcp-sofa

Ledger MCP

by novadyne-hq

Provides double-entry accounting for AI agents, allowing creation of a chart of accounts, posting balanced journal entries, and pulling trial-balance and general-ledger reports via the Ledger API with x402 micropayments.

novadyne-hq/ledger-mcp

ComfyUI MCP

by ericsunsk

Minimal MCP server that wraps ComfyUI HTTP routes enabling LLM clients to inspect server status, models, features, node metadata, submit workflows, manage queue/history, interrupt runs, and upload images.

Ericsunsk/comfyui-mcp

AceDataCloud Kling

by acedatacloud

AI video generation through the Kling model on the AceDataCloud platform.

acedatacloud/klingmcp

roshan-alefba-mcp

by dwin-gharibi

A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools, enabling document reading, page extraction, status polling, and export to PDF/Word/Excel for Persian, Arabic, and English text.

dwin-gharibi/roshan-alefba-mcp

SNOMED GraphRAG MCP Server

by lesskao

GraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.

lesskao/rag-neo-mcp-week6

Skeleton MCP Server

by nickweedon

A template project for building Model Context Protocol servers with FastMCP framework, providing example CRUD API implementations, Docker support, and development best practices.

nickweedon/playwright-proxy-mcp

KDB.AI MCP Server

by kxsystems

Enables interaction with KDB.AI through natural language for vector database operations, similarity searches, hybrid search, and advanced data analysis.

KxSystems/kdbai-mcp-server

Aidress

by aidress-ai

Aidress is a discovery and coordination layer for autonomous AI agents — find, verify, and transact with unknown counterparts

Aidress-ai/Aidress

Calendar MCP Server

by christopheprat

Enables access to Google Calendar events from a public ICS feed, allowing users to list and search calendar events within specific date ranges with automatic handling of recurring events.

ChristophePRAT/calendar-mcp