The MCP Trust Index.

openapi-slice-mcp

vvarp/openapi-slice-mcp

korean-data-mcp

Real-time Korean web data for AI assistants — Naver Place reviews, Melon charts, Daangn/Bunjang marketplace, Naver News, Musinsa fashion rankings. 7 tools powered by Apify actors.

leadbrain/korean-data-mcp

Physics MCP Server

Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.

IBM/chuk-mcp-physics

Code Graph Knowledge System

Transforms code repositories and development documentation into a queryable Neo4j knowledge graph, enabling AI assistants to perform intelligent code analysis, dependency mapping, impact assessment, and automated documentation generation across 15+ programming languages.

royisme/codebase-rag

MCP-Link Blender

Exposes Blender's Python API to AI agents for 3D modeling, animation, and rendering through arbitrary code execution.

aurafriday/mcp_link_blender

Weather MCP Server

Model Context Protocol (MCP) server that provides weather information from Malaysia Government's Open API

yting27/weather-my-mcp

TikTok Ads

Integrates with TikTok's Business API to provide campaign management, performance analytics, creative asset handling, audience targeting, and automated report generation for advertising workflow automation across multiple advertiser accounts.

adsmcp/tiktok-ads-mcp-server

Prycd Pricing MCP Server

Enables access to the Prycd Pricing API for retrieving estimated property values and performing health checks on the API service.

BACH-AI-Tools/bachai-prycd-pricing

Android ADB MCP Server

Enables programmatic control of Android devices via ADB, supporting UI automation, app management, screen capture with OCR, and file transfers through the Model Context Protocol. It allows MCP-compatible clients like Claude Desktop and Cursor to interact directly with physical or emulated Android devices.

xuegao-tzx/android-adb-mcp

mcp-0ne

A standalone MCP gateway that multiplexes multiple backend MCP servers behind a single endpoint, supporting both HTTP and stdio transports. It allows users to dynamically manage backends at runtime and organizes tools using a configurable namespace prefix.

ahostbr/mcp-0ne

deeplook

Researches any company in ~10 seconds using 10 data sources. Returns structured reports with bull/bear verdict for stocks, crypto, and private companies.

OSOJDJD/deeplook

whisper-telegram-mcp

An MCP server that enables transcribing local audio files and Telegram voice messages using OpenAI's Whisper via local inference or cloud API. It supports multiple audio formats, automatic language detection, and optional word-level timestamps for AI-powered audio analysis.

abid-mahdi/whisper-telegram-mcp

tinysa-mcp

This is experimental MCP server for operating tinySA.

manahiyo831/tinySA_mcp

Strava (ArjanLig)

Connects Strava training data to Claude for training load analysis, weekly plans, and activity insights.

arjanlig/strava-mcp

Gemini CLI RAG MCP

Transforms static gemini-cli documentation into a queryable RAG service, enabling developers to ask questions about Gemini CLI in natural language and receive instant, accurate answers based on the official documentation directly within their workflow.

pedarias/gemini-cli-rag-mcp

Card Catalog

Certification authority for AI agents. Register, take adversarial exams, earn cryptographically signed credentials (Ed25519). Get paid to examine other agents. 20,000 free credits on registration — no payment needed to start.

ddnet-repo/cardcatalog

GitHub Analytics MCP Server

Enables querying and analysis of public GitHub repositories for statistics, contributor data, and commit history. It provides both a RESTful API and an MCP interface for seamless integration with AI agents.

Pyroxyl/github-analytics-mcp

Proxmox VE

Integrates with Proxmox VE API to provide complete virtualization management including VM and container lifecycle operations, cloud-init configuration, firewall management, snapshots, backups, and resource pool administration with safety features like confirmation prompts and dry-run modes.

bsahane/mcp-proxmox

FreeCAD MCP Server

Bridges Claude with a live FreeCAD instance to provide deep access to runtime state, document structure, and shape topology. It enables AI-assisted CAD work, sketch diagnostics, and development debugging through direct interaction with FreeCAD's internal data and viewport.

theosib/FreeCAD-MCP-Server

InstaDomain

Domain registration for AI agents. Check availability, buy domains (Stripe or x402 crypto), and auto-configure Cloudflare DNS - all without leaving your coding session.

nach-dakwale/instadomain-mcp

ZeroChan MCP

MCP server for the Zerochan anime image board API. Browse the global feed, search by tags, and retrieve full entry metadata — directly from any MCP-compatible AI assistant.

citronlegacy/zerochan-mcp

baselayer

Serves portable behavioral identity models via MCP. Extracts how a person thinks, communicates, and makes decisions from text, then provides always-on identity context, semantic fact retrieval, keyword search, and provenance tracing through 4 tools and 1 resource.

agulaya24/BaseLayer

Korea Building Register MCP

Provides 12 tools to query South Korean building register data, including title sheets, floor details, and official house prices via the data.go.kr API. It enables users to perform smart building lookups and region code searches using natural language.

coding-realtor/building-register-mcp

Fujitsu Social Digital Twin MCP Server

MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementation

3a3/fujitsu-sdt-mcp

morpheus-mcp

Provides plan state management and phase gate enforcement for AI development loops. It tracks task progress and coordinates the lifecycle of agents by requiring specific evidence before advancing through development phases.

evo-hydra/morpheus-mcp

JotForm API Server

Enables interaction with JotForm's API to manage forms, submissions, folders, reports, and user settings, including advanced submission search by date ranges and accounting periods.

The-AI-Workshops/jotform-mcp-server

ihyee-mcp

An MCP server that provides AI assistants with web search and intelligence capabilities via the ihyee API. It allows users to search the web, fetch extracted content from URLs, and perform full browser rendering for JavaScript-heavy websites.

aizukanne/ihyee-mcp

fpgaZeroMCP

Provides AI assistants with a complete FPGA toolchain for HDL linting, simulation, synthesis, and place-and-route across various hardware targets. It features a GitHub-backed IP core registry that enables users to search for and import MIT-licensed cores directly through their chat interface.

bard0-design/fpgaZeroMCP

MCP Prompt Optimizer

This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.

Bubobot-Team/mcp-prompt-optimizer

Session Buddy

Provides comprehensive session management for Claude Code with automatic initialization/cleanup, quality checkpoints, and local conversation memory with semantic search for capturing learnings across coding sessions.

lesleslie/session-buddy

Nipoppy MCP Server

An interface for the Nipoppy neuroimaging framework that enables AI agents to list files and manage clinical datasets. It facilitates interaction with neuroimaging data organized according to the Brain Imaging Data Structure (BIDS) standard.

nipoppy/mcp

CodeSense MCP

Provides semantic code intelligence to help users search, navigate, and analyze entire codebases using plain English. It enables Claude to perform architectural overviews, bug detection, and refactor suggestions through local semantic search and keyword indexing.

attaelahi/codesense-mcp

YaTracker Connector

Enables interaction with Yandex Tracker through its API for managing tasks, comments, and attachments. It supports issue searching, status transitions, and metadata retrieval for automated project management.

belkin-digital/yatracker-connector

Fastmail JMAP by adamisrael

Searches and reads email via the Fastmail JMAP API with filtering by sender, subject, date, and attachments.

adamisrael/mcp-fastmail

youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

zlatkoc/youtube-summarize

Video Games MCP Server

Provides direct access to the RAWG gaming database, allowing users to search for games, retrieve detailed metadata, and explore genres within Claude. It streamlines game research by offering information on ratings, platforms, and release dates through natural language queries.

BaranDev/videogames-mcp-server

MCP Airlock

Enables secure, zero-trust access to MCP tools through short-lived, signed capability leases that bind tool execution to specific sessions, intents, and constraints. Prevents prompt injection attacks and privilege escalation with dynamic risk scoring, policy enforcement, and tamper-evident audit logging.

lara-muhanna/mcp-airlock

DeepRepo

RAG engine for local codebases with multi-provider AI support and semantic search.

abhishek2432001/deeprepo

symbols

A fast, polyglot source code intelligence CLI. Extract symbols, parse imports, trace dependencies, and analyze impact — all from the command line.

Jordan-Horner/symbols

Moltbook MCP Server

Enables interaction with the Moltbook social platform, a Reddit-like community designed specifically for AI agents. It supports feed discovery, post and comment management, and voting, while featuring built-in content sanitization and privacy filtering.

thebenlamm/moltbook-mcp

Rememberizer MCP Server

Enables interaction with Rememberizer.ai knowledge repositories to search, retrieve, and store information across sources like Slack, Gmail, and Google Drive. It supports semantic search and agentic queries to access and manage personal or team internal knowledge.

skydeckai/rememberizer-mcp-asdasd

Awesome-MCP-Server 🚀

All MCP Servers related projects.

AIAnytime/Awesome-MCP-Server

EduChain MCP Server

Integrates EduChain's educational content generation capabilities with Claude Desktop, enabling creation of multiple-choice questions, comprehensive lesson plans, and flashcards for any educational topic.

TAKSH-PAL/Educhain_mcp

MCP Atlassian

A Model Context Protocol server for Atlassian Jira and Confluence that supports both Cloud and On-Prem/Data Center deployments. It enables AI assistants to search, create, and manage issues and pages using secure authentication methods like PAT and OAuth.

omkar9854/mcp-atlassian-onpremdc

DateTime-LocalMCPServer

A Model Context Protocol server built with FastMCP that provides tools for retrieving the current local date and time. It allows LLMs to access precise temporal information directly from the host environment.

VikasPrajapati1998/DateTime-LocalMCPServer

Octopus Deploy

Integrates with Octopus Deploy to manage projects, releases, and deployments through natural language interactions, enabling DevOps teams to query project details, create releases, initiate deployments, and monitor deployment status across multiple spaces without navigating the web interface.

armanzeroeight/octopus-deploy-mcp-server

Cisco ISE

Provides a bridge between Cisco Identity Services Engine (ISE) REST APIs and network administrators, enabling dynamic discovery and retrieval of security configurations without direct API interaction.

automateyournetwork/ise_mcp

Calibre MCP Server

Provides AI agents with research capabilities for local Calibre e-book libraries, including fulltext search across titles, ISBNs, and comments, plus structured excerpt retrieval from books.

Miguel0888/mcp-server

chrome-debug-mcp

chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) server that allows AI agents and Large Language Models to natively debug Chromium-based browsers via the Chrome DevTools Protocol (CDP).

raultov/chrome-debug-mcp

MCP Spark Documentation Server

Provides full-text search and retrieval tools for Apache Spark documentation using SQLite FTS5 with BM25 ranking. It enables AI assistants to efficiently search, filter by section, and read specific Spark documentation pages.

martoc/mcp-spark-documentation