The MCP Trust Index.

Chat Mode Creator MCP Server

by charris-msft

Creates custom VS Code chat modes and prompts for specialized development workflows such as Azure migration, Bicep development, and spec-driven development.

charris-msft/chat-mode-creator-mcp

md2doc

by fengredrum

Converts Markdown files to Word documents with Chinese official document formatting, and provides semantic analysis to generate revision suggestions.

fengredrum/md2doc

Garmin MCP Gateway

by velkyvenik

Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin Connect accounts to Claude, enabling natural language access to Garmin tools.

VelkyVenik/garmin-mcp-gateway

Judge0 CE MCP Server

by bach-ai-tools

Enables code execution and compilation through the Judge0 CE API, supporting multiple programming languages with submission management, status checking, and language configuration retrieval.

BACH-AI-Tools/judge0_ce

finwatch-mcp

by geraldo96

Enables natural language portfolio monitoring, risk analysis, and compliance checking with tools for real-time portfolio status, risk metrics, anomaly detection, SEC filings search, market KPIs, and compliance validation.

geraldo96/finwatch-mcp

Enterprise MCP Documentation Server

by hasecon

A self-hosted MCP server that provides up-to-date documentation for enterprise and development tools directly to AI coding assistants like Claude Code and Cursor.

hasecon/enterprise-mcp-docs

Webotee Amazon Product Research

by ncosic

Hosted Amazon market-intelligence MCP for Claude and ChatGPT: query brands, sellers, ASINs, under-competed niches, the cross-seller operator network, observed buy-box history, and Amazon/Walmart cross-marketplace overlap. 65 read-only research tools over a pre-collected research dataset.

ncosic/webotee-mcp

mcp-canon

by tripcher

Universal MCP knowledge server for LLM agents, powered by local RAG, providing domain-specific best practices and playbooks across software engineering, marketing, video editing, and other knowledge areas.

tripcher/canon

Reddit MCP

by fastmcp-me

Enables browsing, searching, and reading Reddit posts, comments, and subreddits through Reddit's API using PRAW.

fastmcp-me/reddit-mcp-gridfireai

Pixelbyte Figma MCP Server

by rylaa

Enables seamless integration with Figma API for extracting design tokens, generating production-ready code in multiple frameworks, capturing screenshots, and managing design assets directly from Figma.

Rylaa/pixel-figma-mcp

chuk-mcp-geocoder

by fastmcp-me

Provides forward/reverse geocoding, bounding box extraction, nearby places discovery, batch geocoding, route waypoints, and administrative boundary lookup using OpenStreetMap data.

fastmcp-me/chuk-mcp-geocoder

HCM-LLM MCP Server

by crosstraffic

A FastAPI-based server that enables AI assistants to perform Highway Capacity Manual (HCM) transportation engineering calculations and semantic searches over HCM documentation. It provides specialized tools for complete Chapter 15 two-lane highway analysis following standard engineering methodologies.

crosstraffic/highway-capacity-manual-mcp

HubSpot Email MCP Server

by bcousin93

Enables Claude Code to create HubSpot marketing email drafts from Markdown and Word documents with automatic image handling and brand guidelines.

bcousin93/hubspot-email-mcp

gong-mcp

by crmchattie

Enables querying Gong calls and transcripts through natural language, allowing users to list calls with date filtering and retrieve detailed transcripts with participant context.

crmchattie/gong-mcp

Qontinui Web MCP Server

by qontinui

Enables AI assistants to create and manage visual automation configurations, workflows, and UI states through the Qontinui API. It supports project management, workflow execution, and configuration handling for automated web interactions.

qontinui/qontinui-web-mcp

ccontext

by chesterra

Provides AI agents with persistent execution context across sessions through local YAML files, enabling shared memory, task tracking, milestone management, and context hygiene for single or multi-agent workflows.

ChesterRa/ccontext

skill-cb-analyzer

by fuwentao03

Enables AI agents to run comprehensive Chinese convertible bond analysis with 21 signal detectors, option pricing, and backtest reports.

fuwentao03/skill-cb-analyzer

Chaos Mesh MCP Server

by ernestolee13

Enables AI assistants to perform chaos engineering and resilience testing on Kubernetes clusters through Chaos Mesh. Supports creating and managing 24 types of chaos experiments including network failures, stress tests, pod disruptions, and I/O faults through natural language conversations.

ernestolee13/chaos-mesh-mcp

Oboyu (覚ゆ)

by sonesuke

Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank

sonesuke/oboyu

opendrive-mcp-server

by dvorak

Enables querying OpenDRIVE road network files through structured MCP tools for summarizing maps, listing roads and lanes, converting coordinates, and validating files.

Dvorak/opendrive-mcp

Raven

by rhinocap

Design intelligence for AI-generated UI — principles, patterns, content, brand, design tokens.

rhinocap/raven-mcp

Bitrix24 MCP Server

by rusnetru

Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools, including searching and managing contacts, deals, leads, tasks, and replying in chats.

rusnetru/bitrix24-mcp

C++ Graph-RAG MCP Server

by gpowala

A Model Context Protocol server for analyzing large C++ codebases with semantic search, crash dump analysis, and a web UI for configuration.

gpowala/CodeGraphRagMcp

arxiv-personalized

by returnsgd

Transforms Chinese queries into ranked arXiv paper recommendations, with translation and semantic reranking, exposed as an MCP endpoint for AI agent integration.

returnSGD/arxiv_MCP

CDISC Library MCP Server

by whereayan

Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDASH, CT) through 15 MCP tools, resources, and prompts.

whereayan/cdisc-library-mcp

MarkItDown MCP Server

by sourav-spd

A production-ready MCP server for converting documents and files to Markdown using Microsoft MarkItDown.

sourav-spd/markitdown-mcp

Oura MCP Server

by schimmilab

A Model Context Protocol (MCP) server that provides AI assistants with structured, semantic access to your Oura Ring health data.

Schimmilab/oura-mcp-server

langfuse-mcp-python

by log-logn

A Model Context Protocol (MCP) server for comprehensive monitoring and observability of systems using Langfuse.

Log-LogN/langfuse-mcp-python

Google Ad Manager MCP Server

by matiouscorp

Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.

MatiousCorp/google-ad-manager-mcp

drawio-parser-mcp

by dabian321

Validates and parses Draw.io XML syntax, enabling analysis and verification of diagram structures, especially for AI-generated content.

dabian321/pyDrawioParserMCP

Loxone MCP Server

by bernhardrode

Connects AI assistants to Loxone smart home systems for controlling devices, managing scenes, and monitoring real-time states through natural language. Supports lights, blinds, climate control, and automation with secure PIN-protected commands.

BernhardRode/loxone-mcp-server

reflens

by cybertronayush

An MCP server that indexes reference repositories and provides tools for AI coding agents to retrieve lossless code context, enabling reasoning over codebases larger than the agent's context window.

cybertronayush/reflens

Solution Memory MCP Server

by owennet

跨项目问题解决方案记忆系统，自动捕获和搜索解决方案，支持混合搜索和离线存储。

owennet/solution-memory-mcp

Custom Fetch MCP

by lyshrines

Enables Claude Code users with third-party APIs to fetch web pages locally, extracting main content without relying on the official Anthropic API.

lyshrines/claude-custom-fetch-mcp

osint-mcp

by rjn32s

Provides 26 free OSINT tools as MCP tools for AI agents, enabling automated OSINT investigations directly from conversations.

rjn32s/osint-mcp

greenfish-webtools-mcp

by dumbgreenfish

A lightweight MCP server that gives AI assistants real-time web search and URL reading — no API keys required.

DumbGreenFish/GreenFishWebtoolsMCP

Aki

by akicoders

Aki is a local stdio MCP server that gives AI coding assistants durable project memory, allowing them to remember decisions, search prior notes, and save context across sessions.

Akicoders/aki

Stella MCP Server

by bradleylab

Enables AI assistants to programmatically create, read, validate, and modify Stella system dynamics models in the XMILE format. It supports building complex stock-and-flow diagrams and exporting them as .stmx files for use in Stella Professional.

bradleylab/stella-mcp

Interactive Feedback MCP

by zengxiaolou

Enables AI coding assistants like Cursor and Claude to engage in real-time two-way dialogue, allowing them to pause for clarification and request user confirmation before executing tasks. It features a modern UI for managing interaction prompts, predefined options, and project analysis to reduce errors and API costs.

zengxiaolou/Interactive-Feedback-MCP

nutanix-mcp

by nobanks

MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list and inspect VMs, control VM power state, list clusters, read alerts, and list subnets.

NoBanks/nutanix-mcp

Tekla MCP Server

by yuriykirillov

Enables AI-driven interaction with Tekla Structures through natural language commands, allowing users to select elements, insert components, and automate modeling workflows.

YuriyKirillov/TeklaMCPServer

PrintQueueApp MCP Server

by nsh1l

Enables managing a print queue for office documents via a WinUI GUI, supporting file drag-and-drop, queue status, and printing through MCP tools.

nsh1l/print-queue-app

Log Diagnosis MCP Server

by suxiao1228

Enables AI to automatically diagnose bugs by querying logs, tracing call chains, and analyzing code across multiple log platforms like Elasticsearch and Loki.

suxiao1228/log-diagnosis-server

django-openapi-mcp

by shanahan-suresh

Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an MCP tool, enabling Claude or any MCP client to interact with the API via natural language.

Shanahan-Suresh/django-openapi-mcp

Truecaller Data2 MCP Server

by bach-ai-tools

Enables phone number lookup through the Truecaller Data2 API, allowing users to search and retrieve information about phone numbers for identification and verification purposes.

BACH-AI-Tools/bachai-truecaller-data2

mcp-server

by huaweiclouddeveloper

Huaweicloud Services MCP Server

HuaweiCloudDeveloper/mcp-server

mcp-instana

by shikato

Enables seamless interaction with the IBM Instana observability platform, allowing access to real-time observability data directly within development workflows.

shikato/mcp-instana

Audio Playback MCP Server

by dcarter610

Enables playback control of local audio files through a virtual audio output device, supporting play, stop, and status queries with configurable root directory and path safety enforcement.

dcarter610/MCP-Virtual-Audio-Player

magpie-search

by xfloukiex-lab

Federated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.

xfloukiex-lab/magpie-search

Workoflow MCP Server

by valantic-cec-deutschland-gmbh

Dynamically exposes your Workoflow organization's tools as native MCP tools to AI clients like Claude Code and Cursor, with per-user authentication and dual transport support.

valantic-CEC-Deutschland-GmbH/workoflow-mcp