The MCP Trust Index.

MCP Travel Weather Server

by zral

Provides weather forecast tools via the Model Context Protocol, enabling users to query weather data for destinations through natural language.

zral/mcp-ws11

Outlook MCP Server

by magodev

Enables AI-powered email management for Microsoft Outlook through natural language commands. This fork adds draft-first guardrails that create email drafts locally without sending, ensuring user control over all email operations.

MagoDev/outlook-mcp

Solscan MCP 🚀

by valennmg

An MCP server for querying Solana transactions using natural language with Solscan API

Valennmg/solscan-mcp

mcp-alphafold

by zeinab-sheikhi

Provides programmatic access to AlphaFold protein structure predictions and UniProt data, enabling users to retrieve protein structures, summaries, and annotations through natural language.

zeinab-sheikhi/mcp-alphafold

mycase-mcp

by rosenadvertising

Enables Claude to access and manage your law firm's MyCase account, including cases, clients, tasks, invoices, and more.

RosenAdvertising/mycase-mcp

AI Makerspace MCP Server

by swathi3255

An MCP server providing tools for web searching via the Tavily API, dice rolling using standard notation, and cryptocurrency market data through the CoinGecko API. It is designed to integrate these capabilities into AI workflows using a standard input/output transport mode.

Swathi3255/13-MCP-session

CabalSpy Wallet Tracker MCP

by cabalspy

KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker, Leaderboard

CabalSpy/CabalSpy-MCP-Server

Handaas Qualification MCP Server

by handaas

Provides comprehensive enterprise qualification and certificate data, including honors, administrative licenses, and professional background statistics. It enables users to search for companies and verify their bidding eligibility or compliance status through natural language queries.

handaas/qualification-mcp-server

MCP Auth Example

by jason-cky

Demonstrates a FastMCP server with Bearer token authentication via Nginx and fine-grained authorization via Envoy and OPA.

Jason-CKY/mcp-auth

embodied_arm_mcp

by jakliao

MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, gripper_open, gripper_close, record_motion, and replay_motion.

JakLiao/embodied_arm_mcp

Ceveto MCP Server

by ceveto

Enables AI agents to interact with the Ceveto business management API through MCP, with permission-filtered tools and secure Ed25519 authentication.

Ceveto/mcp-server

MCP Excel Server

by bassem-elsodany

An MCP server that enables AI agents to automate Excel file operations including workbook creation, worksheet management, and data manipulation. It provides a standardized interface for reading, writing, merging, and filtering cell ranges within Excel documents.

bassem-elsodany/mcp_excel_server

MCP Chat

by inissaka

Enables interactive chat with AI models through the Anthropic API, supporting document retrieval and command-based prompts.

inissaka/Intro-to-MCP

PostgreSQL MCP Server

by lastfore

Enables natural language interaction with PostgreSQL databases, converting questions to safe SQL queries and executing them with result validation.

lastfore/pg-mcp

Wellness Planner

by rwking

Integrates simulated health data and task management to provide energy-aware scheduling based on calculated readiness scores. It allows users to query health summaries, manage tasks, and generate optimized daily schedules through a local SQLite database.

rwking/wellness_planner

mcp2mqtt

by blackhker

This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allowing LLMs to interact with IoT devices and hardware systems through configurable message topics. It enables users to map natural language prompts to specific MQTT commands for controlling devices like Raspberry Pi fans or PWM controllers.

BLACKHKER/mcp2mqtt

EdStem MCP

by richierish05

Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking, and thread retrieval to provide cited answers.

RichieRish05/EdStemMCP

xiaozhi-mcp

by zhouhaojiang

A framework for extending AI capabilities through remote control, calculations, and email operations using the Model Context Protocol. It provides a configuration-driven interface supporting multiple transport types including stdio, SSE, and HTTP.

ZhouhaoJiang/xiaozhi-mcp

Straight Connect

by ai-guru

An MCP server for communication service connectors that currently provides multi-account Telegram integration with granular tool access and security controls. It allows AI models to manage messages, chats, and media across various accounts through a flexible, extensible routing architecture.

AI-Guru/mmxxvi_straight_connect

MISP MCP Server

by darkangel-agents

A Model Context Protocol server that connects AI assistants to MISP threat intelligence platforms. It enables threat intelligence search, IOC lookup, and event analysis through natural conversation.

DarkAngel-agents/misp-mcp

SSM MCP Server

by brooksian

Model Context Protocol server providing access to Cloudera Streams Messaging Manager (SMM) with support for both standalone and CDP deployments. Enables cluster, broker, and topic management through Claude Desktop.

BrooksIan/SMM-MCP-Server

plane-mcp

by cmet7

An MCP server for the Plane project management platform that enables users to manage workspaces, projects, and work items. It supports full CRUD operations for issues while providing access to cycles, modules, labels, and workflow states.

cmet7/plane-mcp

ComfyUI MCP Server

by matthewsnow2

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

MatthewSnow2/comfyui-mcp

jenkins-http-mcp-server

by mdtahmidhossain

Enables interaction with Jenkins servers through HTTP APIs, allowing users to list jobs, trigger builds, view logs, and manage configurations without requiring plugins or admin access.

mdtahmidhossain/jenkins-http-mcp-server

odoo-mcp

by bemade

Connects AI assistants to Odoo 19.0, enabling full CRUD operations and method calls on any Odoo model via API key or username/password authentication.

bemade/odoo-mcp

turnono/datacommons-mcp-server

by turnono

Discover statistical indicators and topics in Data Commons. Retrieve observations for specific var…

turnono/datacommons-mcp-server

Simple Remote MCP Server

by parthsharma1197

A template and demonstration project for building, testing, and deploying remote MCP servers using FastMCP and uv. It provides a foundational structure for creating MCP-compliant tools that can be hosted publicly and integrated with LLM agents.

ParthSharma1197/remote-mcp-server

chuxin0304/imap-smtp-mcp

by chuxin0304

Enables email management via IMAP/SMTP, supporting list emails, read emails, send emails, and save drafts.

chuxin0304/imap-smtp-mcp

Ops MCP Server

by srujanreddykallu2024

Provides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated platforms.

SrujanReddyKallu2024/MCP

MCP Calculator Project

by nottheguy007

A communication pipe and tool suite that enables AI models to interact with external systems through mathematical calculations, remote control, and data processing. It supports multiple transport protocols including stdio, SSE, and HTTP for flexible and extensible tool integration.

NottheGuy007/mcp-calculator

Notion MCP Server

by shameerpc5029

Enables AI assistants to search, create, and manage Notion workspace content including pages and databases. It supports advanced database querying, page updates, and content organization through natural language conversations.

Shameerpc5029/notion-mcp

LLM Wiki Harness

by lapinism

Enables building and querying a local wiki knowledge base from raw source files via MCP tools and a PyQt viewer.

lapinism/llm-wiki-harness

GitLab MCP Server

by horodchukanton

Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic project detection and intelligent polling. It provides reliable API integration for checking build progress directly within AI-powered development environments.

horodchukanton/gitlab-mcp

PeeringDB

by andydavidson

MCP server exposing 14 PeeringDB REST API endpoints for querying internet peering and interconnection data.

andydavidson/mcp_peeringdb

treasury-mcp

by bjunjo

An MCP server that enables AI agents to query real-time Bitcoin network intelligence and corporate treasury data, including company holdings and SEC filings. It combines 49 core Bitcoin tools with specialized functions for tracking publicly traded companies and their Bitcoin assets.

bjunjo/treasury-mcp

vmware-aria

by zw008

AI-powered VMware Aria Operations monitoring and capacity planning. Query metrics, manage alerts, detect anomalies, and plan capacity with 18 MCP tools.

zw008/VMware-Aria

EVE-NG MCP Server

by axiom-works-ai

An MCP server that gives Claude and other LLM agents programmatic access to EVE-NG network labs, enabling creation, configuration, and management of virtual network topologies through natural language.

axiom-works-ai/eveng-mcp-server

markitdown-mcp

by alfredoanton82

Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and stores them locally with search and retrieval capabilities.

alfredoanton82/markitdown-mcp

博查搜索 MCP Server

by shibing624

为AI应用提供高质量网页搜索和结构化知识模态卡，涵盖新闻、天气、百科等领域。

shibing624/mcp-bocha-search

vClinic MCP Server

by v-clinic

Enables AI agents to manage virtual clinic data including patients, visits, diagnoses, treatments, lab/radiology orders, and search medical literature and internal knowledge base.

v-clinic/mcp-server

ltspice-mcp

by xuio

MCP server for automating LTspice on macOS, enabling simulation, schematic generation, data extraction, verification, and rendering via natural language or agents.

xuio/ltspice-mcp

cachyos-mcp

by raindancer118

All-in-one Arch/CachyOS deep system control MCP server. It provides pacman + AUR package intelligence, system updates, and bundles network and sysprobe tools for full machine visibility and control.

Raindancer118/cachyos-mcp

SketchupMCP

by piexl

Enables direct interaction and control of SketchUp through Claude AI using the Model Context Protocol and a TCP socket connection. It allows for prompt-assisted 3D modeling, component manipulation, and the execution of arbitrary Ruby code within the SketchUp environment.

piexl/sketchup-mcp

Memory MCP

by burgessadrien

Provides persistent AI agent memory using a local vector database for long-term semantic storage and short-term session scratchpads. It enables low-latency memory operations including search, storage, and bulk management without external cloud dependencies.

burgessadrien/memory-mcp

sprout-mcp

by jmeserve

An MCP server that integrates the Sprout Social Public API with Claude and other MCP clients. It allows users to manage social profiles, track analytics for posts and profiles, and schedule social media content.

jmeserve/sprout-mcp

mullvad-mcp

by oresam-xyz

MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf, and any MCP-compatible client. Connect, disconnect, switch locations, check for leaks, manage settings — all via natural language.

oresam-xyz/mullvad-mcp

Avizo MCP Server

by songyb1998

Enables automation of Thermo Scientific Amira-Avizo on Windows by discovering, inspecting, and creating workflows, and launching Avizo or its bundled Python.

songyb1998/avizo-mcp

GitHub Repo Explainer MCP

by pranavvr

Enables AI assistants to access live GitHub repository data without cloning, supporting repo summarization, file explanation, recent changes, and dependency analysis.

Pranavvr/Repo_Explainer_MCP

MCP CMF Tools

by feldivia

MCP server for Chilean financial regulation, providing economic indicators (UF, dollar, euro, UTM) and fraud alerts from CMF and mindicador.cl.

feldivia/mcp-cmf-tools

Personal Assistant MCP Server

by ozblumenfeld

A FastMCP server that exposes tools for news aggregation, financial market data, fitness tracking, Spotify music data, and email notifications, usable directly from Claude via the Model Context Protocol.

OzBlumenfeld/mcp_server