The MCP Trust Index.

MCP Server for Segger RTT via J-Link

by foreverjin

Enables LLMs to interact with embedded devices by reading and writing Segger RTT data through a J-Link debugger.

ForeverJin/rtt_mcp

Network Operator MCP

by bowling233

Enables agents to access network device management interfaces via SSH, keeping credentials on the server side. Supports both interactive terminal sessions and command execution on devices like Huawei VRP, MikroTik, and OpenWrt.

bowling233/network-operator-mcp

lmctl

by mrecachinas

Lamarzocco CLI and MCP

mrecachinas/lmctl

MailPilot-AI

by himateja1

AI-powered Gmail assistant that enables email management such as reading, searching, sending, summarizing, and organizing emails via natural language.

himateja1/MailPilot-AI

Google Ads MCP Server

by muradiants

MCP server that lets any LLM manage Google Ads campaigns from the terminal. Supports read and write operations.

muradiants/google-ads-mcp

wiztree-mcp

by bigmanbass666

基于WizTree的磁盘分析MCP服务器，通过MCP工具扫描驱动器、查询磁盘使用情况、搜索路径、比较快照以及可视化文件系统数据。

bigmanBass666/wiztree-mcp

zube-mcp

by reenrik

MCP server for the Zube.io project management API, exposing boards, cards, epics, tickets, sprints, and workspaces as tools for AI assistants.

reenrik/zube-mcp

oracledb-mcp

by sangeethdba

MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible with any MCP client that supports stdio or HTTP transports.

sangeethdba/oracledb-mcp

OpenLandMap MCP Server

by tharlestsa

Provides access to the OpenLandMap STAC catalog, offering over 100 global environmental datasets including soil, climate, and vegetation data. It enables AI agents to discover, search, and retrieve Cloud-Optimized GeoTIFFs for global geospatial analysis.

tharlestsa/openlandmap_mcp

DBMS-MCP

by taeheelim

Enables read-only querying of multiple databases via JDBC, supporting Tibero, Oracle, PostgreSQL, MySQL, etc., through natural language.

TaeheeLim/DBMS-MCP

mcp-presentation

by hewimetall

MCP server for building presentations (PDF/web) with a task-based async pipeline, enabling session management, project creation, presentation IR saving, git commits, building, and deployment.

hewimetall/mcp-presentation

latam-fintech-synthetic-data

by jmendozapuche

Privacy-safe synthetic financial data for Latin American fintech, exposed to AI agents as an MCP Tool through the hosted Apify MCP Server. Supports Streamable HTTP, OAuth/API-token authentication, and generates synthetic users, savings goals and transactions without PII.

jmendozapuche/latam-synth

Steam-MCP

by sandraschi

MCP server for Valve's Steam that enables querying game libraries, player profiles, achievements, friends, store listings, Workshop items, and current player counts. Provides 14 tools across 5 categories with a React dashboard and REST bridge.

sandraschi/steam-mcp

vastai-mcp

by dam2452

MCP server that wraps the Vast.ai REST API to enable LLM agents to search GPU marketplace, rent machines, manage instance lifecycle, run commands, and inspect billing.

dam2452/vastai-mcp

Arda Vector Database MCP Server

by ardaglobal

Enables semantic code search across multi-language codebases using natural language queries, integrated with Qdrant vector database for fast, cached retrieval.

ardaglobal/mcp-ardaglobal-code

fpl-mcp

by reecetwhite

MCP server for the Fantasy Premier League API, enabling querying of players, teams, fixtures, and your FPL team through any MCP-compatible client.

reecetwhite/fpl-mcp

RealWorker-Manager MCP Server

by lalindu0923

Enables centralized management and monitoring of multiple distributed worker MCP servers. Provides tools to list workers, get status of all workers, and query specific worker status.

Lalindu0923/RealWorker-Manager_MCPServer

broker-rails

by harsha-moparthy

An MCP trading server over a paper broker with a deterministic risk layer that enforces limits before orders reach the handler, ensuring safe AI agent trading.

harsha-moparthy/broker-rails

IDMS Identity SQL MCP

by josephstreeter

Enables SQL-based identity lookups for IDMS systems, supporting search by account, employee ID, name, department, and manager, plus active students and stats.

josephstreeter/mcp_idms

mcp-rag-search

by guo-yb-123

Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.

guo-yb-123/mcp-rag-search

TokenPilot

by rish-e

Automatic token optimization for Claude Code that extends session duration by reducing wasted tokens across effort tuning, file reads, tool cost, context health, and task classification.

rish-e/tokenpilot

careops-mcp

by zghey

Enables Claude to query and manage home-care operations including clients, visits, and compliance, with schema-validated write tools and a tamper-evident audit log.

ZGhey/careops-mcp

python-mcp-example

by marckraw

marckraw/python-mcp-example

Alpaca Trading Bot MCP Server

by jaewoongy

Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watchlist, checking market hours, and placing simulated trades.

jaewoongy/alpaca-trading-bot

experience_graph_mcp

by mrgrit

Bridges Claude Code to bastion's Experience Graph (long-term memory) and 33 security skills. Provides MCP tools to search/record experiences and preview/run skills, reusing bastion source unchanged.

mrgrit/experience_graph_mcp

Quantum ZX-Calculus MCP Server

by dmarsters

Converts quantum circuits into ZX-diagrams using categorical quantum mechanics, enabling circuit visualization, analysis, and optimization through deterministic gate mapping and rewrite rules.

dmarsters/quantum-zx-calculus-mcp

fi-lookup-mcp

by nlsnnvas

Resolves messy financial institution records against canonical regulatory identifiers from FDIC, NCUA, and FFIEC public datasets.

nlsnnvas/fi-lookup-mcp

AI HR Leave Management MCP Server

by anjalimahapatra2004

Provides tools for managing human resources tasks such as applying for leave, checking leave balances, and viewing holiday schedules. It enables natural language interaction for employee information and leave history tracking via the Model Context Protocol.

anjalimahapatra2004/mcp_tool

hbls_mcp

by thodel

MCP server providing full-text search and structured access to the Historisches Biographisches Lexikon der Schweiz, including biographies, articles, and volume listings.

thodel/hbls_mcp

autobat-v3

by cruz636

FastMCP server for automating AutoCAD via COM on Windows, enabling drawing creation, entity drawing, and drawing management through natural language commands.

cruz636/autobat-v2

ORCID MCP Server

by smaboundless

An MCP server that provides tools for searching the ORCID registry, reading researcher profiles, retrieving publications, and exporting citations in RIS and BibTeX formats.

SMABoundless/orcid-mcp-server

mc-host

by ps5gamer55555

Enables managing a local Minecraft hosting service through MCP, including server creation, start/stop, mod installation, and log retrieval.

PS5Gamer55555/mc-host

RE-Butler MCP Server

by andrithashani

Exposes RE-Butler knowledge and validation tools for hybrid semantic search, requirement templates, user story validation, and Azure DevOps work item creation with approval gates.

AndritHashani/llm-wiki-mcp-server

mcp-document-assistant

by samamasaleem

A local AI document assistant MCP server that enables listing, reading, and editing documents via tools, resources, and prompts, allowing LLMs to manage document workflows through natural language.

SamamaSaleem/mcp-document-assistant

SuperAgentic MCP Server

by saxenam06

Provides 19 tools for discovery, data analysis, configuration, and simulation, enabling an agent to drive digital twin workflows with session persistence and knowledge graph capabilities.

saxenam06/gpu-rack-thermal-agent

lava-mcp

by mattface

An MCP server that exposes a LAVA instance to agents, enabling querying the board farm, submitting and managing test jobs, and opening interactive board sessions.

mattface/lava-mcp

DeviceMCP

by jahidhasanco

Provides cross-platform device information including system specs, battery status, storage, and memory details for Windows, macOS, Linux, and Android through a Model Context Protocol server.

JahidHasanCO/DeviceMCP

kalendia-mcp

by bradbogdan

An MCP server for Kalendia that enables AI assistants to manage calendar connections, sync rules, scheduling pages, and agenda directly from chat.

bradbogdan/kalendia-mcp

PIX4Dmatic MCP

by jangjo123

Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Supports launching, focusing, capturing screenshots, sending hotkeys, clicking UI elements, opening projects, starting processing, and checking outputs.

jangjo123/Pix4D-MCP

Tiendanube MCP Server

by alexandreproenca

Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting operations for products, orders, customers, and categories. It provides flexible integration through SSE, HTTP, and STDIO transport modes with full Docker support.

AlexandreProenca/nuvemshop-mcp-server

OpenHaus Engineering MCP Server

by bluntsupremaci

Enables AI assistants to index, search, and retrieve engineering documentation, architecture, standards, and knowledge from the OpenHaus Engineering System via the Model Context Protocol.

bluntsupremaci/openhaus-mcp

snipeit-mcp

by chiku-wa

Read-only MCP server for Snipe-IT v7 REST API, providing search and retrieval of assets, users, models, categories, and locations without modification.

chiku-wa/snipeit-mcp

ls-mcp-server

by yuvraj9056

Enables SQL query execution and knowledge base search via RAG agent through two tools.

yuvraj9056/ls-mcp-server

ComfyUI MCP

by orange521456

MCP server that connects local ComfyUI to AI agents, enabling natural language control of ComfyUI for creating workflows, generating images, and managing the queue.

orange521456/comfyui_mcp_project

Tennis Warehouse MCP Server

by avimunk1

Provides secure access to Tennis Warehouse product data, enabling users to search for tennis equipment (racquets, bags, shoes), check product availability, find deals, and browse categories through natural language queries while protecting internal API details.

avimunk1/tennis-warehouse-mcp

expense-tracker-mcp

by azeemwaqarrao

A personal expense tracker exposed over MCP, enabling users to log and query expenses in natural language sentences. It features category inference, recurring expenses, soft deletes, and SQLite storage with no external database.

AzeemWaqarRao/expense-tracker-mcp

supertone-mcp

by supertone-inc

MCP server for the Supertone TTS API. Generate natural speech, browse and preview the voice catalog, predict synthesis cost, and create cloned voices — directly from Claude Desktop, Cursor, or any MCP-compatible client. Supports Korean, English, Japanese, and 20+ other languages, with speed, pitch, and emotion-style control.

supertone-inc/supertone-mcp