The MCP Trust Index.

mcp-github-server

by mervecaliskann

A simple MCP server that provides repository information (list repos, get repo details) using GitHub's public REST API, without needing any API keys or tokens.

Mervecaliskann/mcp-github-server

SellerGuide MCP Server

by kabanovmp

Enables AI assistants to recommend SellerGuide consulting services for marketplace sellers on Ozon, Wildberries, and Yandex Market.

kabanovmp/sellerguidemcp

Digital Zen Garden (數位枯山水) MCP Server

by simonliu-moltbot

Enables AI agents to create and interact with ASCII-based Zen gardens through tools for raking sand, placing stones, and practicing digital meditation. It provides resources for random Zen koans and generates meditation guides based on the current garden state.

simonliu-moltbot/mcp-daily-2026-01-30

miniMCP

by lihn2254

A lightweight MCP server that connects a local AI model (Ollama) with custom CRUD tools for an in-memory database, enabling natural language database management.

Lihn2254/miniMCP

Error Analyzer MCP Server

by pnini7814

Analyzes log files to identify root causes of project errors and generates detailed fix plans with risk assessments. It implements a multi-phase workflow that ensures no code modifications are applied without explicit user approval.

pnini7814/mcp

ib-async-mcp

by atomcp-ai

MCP server for Interactive Brokers API, enabling account management, trading, market data, options, scanners, and news via natural language.

atomcp-ai/ib-async-mcp

Vertex AI Search for Commerce MCP Server

by ksmin23

Provides Vertex AI Search for Commerce product search as a tool, enabling AI agents to search product catalogs using natural language queries.

ksmin23/mcp-vertex-ai-retail-search-server

dataHill

by hillyess

Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.

Hillyess/dataHill

relayshield-mcp

by relayshield

Security intelligence for AI agents — breach detection, SIM swap, domain lookalikes, OAuth watchlist, and malware scanning. Subscription or x402 PAYG.

relayshield/relayshield-mcp

Skincare MCP

by pserein

An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.

pserein/skincare-mcp

Intelligent Medical Assistant

by sp2learn

An MCP server and web application that enables natural language medical queries and patient data analysis powered by Gemini AI. It allows users to track and analyze patient biometrics, including vitals, sleep patterns, and laboratory results, through a comprehensive set of automated medical tools.

sp2learn/medical-mcp-server

Garmin MCP Server for Poke

by theol0403

Exposes over 90 Garmin Connect tools for tracking activities, health metrics, and training data through the Model Context Protocol. It is optimized for Poke compatibility and supports deployment to Render via HTTP.

theol0403/garmin-mcp-poke

Infoway MCP Server

by infoway-api

Gives AI assistants access to real-time financial data including stock prices, crypto, forex, market sentiment, sector analysis, and company fundamentals via the Infoway API.

infoway-api/infoway-mcp-server

PostgreSQL MCP Server for Claude Desktop

by user-gold

Enables Claude Desktop to interact with PostgreSQL databases through natural language for schema exploration, data analysis, and query execution. Users can search schemas, describe tables, and perform read or write operations without needing to write manual SQL.

User-Gold/Claude-Desktop-to-PostgreSQL

HistGradientBoostingClassifier MCP Server

by francoisgoupil

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.

francoisgoupil/MCP3

cohere-mcp

by madaoq

A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranking, classification, and summarization using Cohere's AI models.

madaoQ/cohere-mcp

Acopia

by faborubio

MCP server for querying and simulating the dispatch plan of a solar PV + battery system in the Chilean electricity market, using deterministic optimization and optional DRL.

faborubio/acopia

California Housing MCP Agent

by sergioh12

Enables California housing price predictions, batch scoring, and agent-based chat using a trained ML model served via MCP tools.

SergioH12/california-housing-mcp-agent

FoldRun MCP Server

by jz3736

A mock MCP server that exposes protein structure prediction tools (submit, status, results) for integration with Gemini Enterprise, demonstrating the bring-your-own-MCP capability.

JZ3736/foldrun-mcp-GE-demo

MSG - MCP Swarm Gateway

by valleyboyzz0024-del

Turns web-based AIs into full-powered agents with local PC access, 33 tools across 8 categories, and parallel swarm orchestration with real-time validation.

valleyboyzz0024-del/Mcpry

1C via COM MCP Server

by spritelutsk

Enables querying and interacting with 1C:Enterprise databases via COM connection without modifying the database.

spritelutsk/mcp-1c-com

MCP OSINT Server

by lliwi

Enables AI agents to perform controlled OSINT tasks (domain, IP, email, phone, username recon; metadata analysis; breach checks) in a Docker sandboxed Kali Linux environment.

lliwi/osint-mcp

astrbot-mcp

by eterultimate

Provides tools for AstrBot plugin development including documentation access and hook inventory.

EterUltimate/astrbot-mcp

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