The MCP Trust Index.

Pagos Data MCP Server

Pago's Official MCP Server

pagos-ai/pagos-mcp

Stock MCP Server

Provides technical analysis for Korean and US stocks through natural language queries. Enables users to analyze stock charts, search for tickers, and access technical indicators like RSI and MACD within Claude Desktop and other MCP clients.

Juuuuuuni/stock-mcp-server

Chess.com MCP Server

Provides tools to interact with the Chess.com Public API for fetching real-time player profiles and detailed game statistics. It enables LLMs to access information like player ratings, win/loss records, and current online status.

Gelberm/chess-mcp

Neo4j MCP Server

Neo4j MCP Server - A microservice for Neo4j database operations

dandelionmayday123/neo4j-mcp

acme-mcp

A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.

Origin-Digital-LLC/nested-mcps

Blender 3D Modeling

Integrates with Blender's 3D modeling and rendering engine to enable file management, object creation and manipulation, transformations, distance calculations, and export to glTF/GLB formats with point cloud processing capabilities.

barosandu/blender-mcp-yong

Early MCP

Integrates with the EARLY (Timeular v4) API to manage activities, track time, and generate analytics like efficiency and billing reports. It enables AI assistants to perform comprehensive time tracking tasks, including starting/stopping timers and querying manual time entries.

sakebomb/early_mcp

Mistral OCR MCP Server

An MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.

D-Diaa/mistral-ocr-mcp

Indodax MCP Server

Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents to manage cryptocurrency trading and account information. It supports tasks like checking market prices, viewing account balances, and executing or canceling buy and sell orders.

adhinugroho1711/mcp-indodax

literature-agent-mcp

Exposes a local biomedical literature pipeline as MCP tools for automated research workflows. Enables literature search, open-access paper retrieval, and draft generation for biomedical and pathology domains through standard MCP clients.

zouxy111/mcp

Bailian Voice Clone MCP

Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and DashScope platforms. It provides tools to create, manage, and synthesize audio using custom cloned voice profiles.

ghc189/mcp_fuction

Mcp_testrail

Mcp Server to access testrail data

Murali-Bobby/mcp_testrail

Code Execution MCP

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

marc-shade/code-execution-mcp

mcp-gateway-go

A Go gateway that converts stdio-based MCP servers to SSE endpoints using mcp-go.

zhengkunwang223/mcp-gateway-go

mcp-netmiko-server

An MCP server that eanbles LLMs interacting with your network devices

upa/mcp-netmiko-server

Introduction to MCP

Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.Minimal MCP server/client example demonstrating basic calculator operations via SSE and stdio transports.

LiteObject/introduction-to-mcp

Edge-TTS MCP Server

An MCP server that leverages the Microsoft Edge TTS service to provide high-quality text-to-speech capabilities across over 80 languages. It enables users to generate audio files, query available voices, and create subtitle files using natural language commands.

yangwuan55/edge-tts-mcp

NIH Reporter MCP Server

Provides programmatic access to the NIH Reporter API for searching and retrieving detailed information on NIH-funded research projects, grants, and investigators. It enables AI assistants to query project abstracts, funding amounts, and organization details through natural language.

jhalsey87/MCP_NIH_Reporter

vmware-nsx

AI-powered VMware NSX networking management. Configure segments, gateways, NAT, routing, and IPAM via natural language with 31 MCP tools.

zw008/VMware-NSX

typecast-api-mcp-server-sample

MCP Server for typecast-api

neosapience/typecast-api-mcp-server-sample

Baidu Map Search MCP Server

Provides a suite of tools for location retrieval and multi-modal route planning within China using the Baidu Maps API. It enables AI agents to perform address-to-coordinate conversions, nearby place searches, and calculate directions for driving, transit, walking, and cycling.

leng-2024/agent-with-mcp

NotebookLM MCP Server

Enables AI assistants to interact with Google NotebookLM to manage notebooks, sources, and conversations via the Model Context Protocol. It allows for querying sources using NotebookLM's AI and automatically saving responses as notes.

mukadeshinigami/MCPNotebookLM

DataForge Semantic MCP Server

Provides a semantic gateway for AI agents to interact with the DataForge Product API, enabling the retrieval of projects, versions, measures, and dimensions. It features automated normalization and file-based caching to streamline access to DataForge metadata through the MCP protocol.

SGromych/dataforge-mcp-gateway

VibeSpace Ternary

Enables real-time streaming of contextual information through NATS with ternary data representation, featuring configurable privacy controls and JSON-RPC methods for collaborative virtual environments.

bmorphism/vibespace-mcp-go-ternary

WeChat Article MCP Server

Enables saving articles to WeChat Official Account drafts with support for rich text, automatic image upload, and Markdown rendering including Mermaid diagrams.

jeweis/wx-article-mcp

DigiKey

Integrates with DigiKey's Product Search API to enable electronic component discovery, detailed specifications retrieval, pricing information, product substitution finding, and datasheet access for electronics engineers and procurement teams.

bengineer19/digikey_mcp

Followin MCP

Enables personalized discovery of crypto news, trending topics, and project insights from the Followin platform with intelligent search, content normalization, and recommendation explanations.

qinshoudawang/crypto-mcp

Azure Impact Reporter

Enables AI to report Azure infrastructure issues by authenticating with Azure credentials and submitting standardized workload impact reports through the Azure Management API

chand45/mcp-server-azure-impact-reporting

Warteg Online MCP Server

Enables AI assistants to manage Warteg Online meal delivery subscriptions through natural language, including viewing schedules, skipping deliveries, rescheduling meals, updating addresses, and managing dietary restrictions.

andhikapraa/wartegonline-mcp

Paymo MCP Server

An MCP server for the Paymo platform that enables AI assistants to manage time entries, projects, and tasks through natural language. It supports tracking unbilled revenue and generating detailed invoice timesheets for efficient project management.

feamster/paymo-mcp

MLB SportRadar MCP Server

Connects Claude to the SportRadar MLB API to access real-time baseball data including game schedules, live scores, player statistics, team standings, injury reports, and play-by-play information through natural language queries.

robcerda/mlb-sportradar-mcp

Vision MCP Server

Provides free and unlimited vision capabilities for AI coding assistants using the Groq API and Meta Llama 4 Vision model. It enables users to perform image analysis, OCR, UI layout description, and error diagnosis directly from screenshots and documents.

itcomgroup/vision-mcp-server

YtMCP

A Model Context Protocol server providing comprehensive read-only access to YouTube data, including video search, transcripts, and channel forensics. It features 16 specialized tools designed for content analysis and metadata retrieval in LLM applications.

Utkarshchaudhary009/YtMCP

Gemini Image MCP Server

Enables image generation and prompt enhancement within Claude.ai by leveraging Google Gemini models. It allows users to create visual content in various styles like photorealistic and 3D render directly through natural language.

turanalemfilms-cloud/gemini-mcp-server

TrueNAS Middleware MCP Server

Provides optimized documentation and API patterns from the TrueNAS middleware repository to help AI assistants understand its codebase structure without context overload. It automatically processes CLAUDE.md files to expose categorized resources including plugin guides, API models, and testing patterns.

sonicaj/tn_mcp

Roboflow MCP Server

Integrates the Roboflow platform with Claude Code to manage computer vision datasets, trigger training runs, and perform inference directly from the CLI. It enables users to search Roboflow Universe for public datasets and handle image uploads or model evaluations using natural language commands.

nickedridge-wq/roboflow-mcp

Vault MCP Server

Enable secure and efficient management of encrypted data vaults through a standardized protocol interface. Facilitate seamless integration of encrypted storage and retrieval operations within your applications. Enhance data security and accessibility by leveraging this server's capabilities.

alexhtruong/vault-mcp

Test MCP Server Traia

This MCP server provides access to the Test mcp server Traia API, enabling AI agents and LLMs to interact with its endpoints through standardized tools. It features asynchronous operation handling and simple deployment options via Docker for efficient integration.

Traia-IO/test-mcp-server-traia-mcp-server

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

onoda4480/Document-Server-MCP

MCPLite

MCP client/server framework from scratch

acesanderson/MCPLite

cite-finance

Returns verified financial data (SEC EDGAR & FRED) with machine-readable citations. Guaranteed zero hallucinations for AI agents.

Spectating101/cite-finance-mcp

Netmind Web3 MCP Server

Provides a comprehensive suite of Web3 tools for querying token addresses, news summaries, and real-time market data via CoinGecko. It also facilitates DeFi operations including token price tracking, pool information, and swap quotes through Sugar DeFi integration.

protagolabs/netmind-web3-mcp

Weather MCP Server

Provides current weather data and city comparisons for any location with support for metric/imperial units and optional forecasts.

glassBead-tc/weather-mcp

Pragmatic RAG Agents Core

Build and deploy pragmatic retrieval-augmented generation (RAG) agents efficiently. Integrate various data sources and APIs to enhance your AI agents' capabilities. Streamline agent development with a robust core library designed for practical applications.

chughtapan/praga_core

crypto-data-mcp

Free MCP server for real-time cryptocurrency data. Get token prices, market overview, top movers, historical charts, and detailed token info directly in Claude Code, Cursor, or any MCP-compatible AI tool. Powered by CoinGecko with 70+ token mappings and built-in caching.

Wh0FF24/crypto-data-mcp

Moviesda MCP Server

An MCP server for searching and managing Tamil movies from moviesda16.com using a local SQLite database. It enables users to search for movie titles, manually add listings, and automatically update the database through web scraping.

Danjraizen/McpServer

Gmail MCP Server

Enables natural language interaction with Gmail, providing email search, categorized daily summaries, and Home Assistant integration through REST API with read-only access to your inbox.

murphy360/mcp_gmail

Plex MCP Server

Plex MCP server

djbriane/plex-mcp

pydantic-ai-researcher

pydantic-ai-researcher is a research system that orchestrates an asynchronous loop between two specialized agents: a research agent and an evaluator agent. The research agent answers complex queries using external MCP servers, while the evaluator agent assesses and refines these answers, iterating until a satisfactory response is attained.

ibagur/pydantic-ai-researcher

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

blakethom8/excel-mcp