The MCP Trust Index.

MCP 101 Example

A foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.

behavioral-ds/mcp-example

MAXIA

MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agents discover, buy, and sell services to each other. Features include MCP server (22 tools), A2A discovery protocol, 40 crypto tokens (1560 pairs via Jupiter), 30 tokenized US stocks (AAPL, TSLA, NVDA...), GPU rental at cost price (8 tiers, RTX 4090 to H100), DeFi yield scanning, crypto sentiment analysis, rug pull

MAXIAWORLD/demo-agent

OpenAI MCP

Provides a high-performance bridge between OpenAI and Anthropic models with prompt templating, response streaming, and efficient caching for applications requiring customizable LLM access.

arthurcolle/openai-mcp

Quiver AI MCP Server

Provides tools to generate SVG vector graphics from text prompts and convert raster images into vector formats using the Quiver AI API. It enables seamless integration of vector graphic creation and image vectorization directly within MCP-compatible clients.

scott-sowers/quiver-ai-mcp

📝 AI Sticky Notes – MCP Project

A simple AI-powered sticky notes app using MCP (Model Context Protocol) to add, read, delete, and summarize notes through Claude Desktop.

itsmerizzi/mcp-server

ChatGPT Responses

Bridges Claude Desktop with ChatGPT API, enabling direct access to standard ChatGPT interactions and web search-enabled queries with conversation continuity through response IDs.

billster45/mcp-chatgpt-responses

gogo-backend-mcp

A FastMCP-powered server for accessing curated travel spot data from a PostgreSQL database. It provides tools to retrieve major attractions, supporting sites, and the top ten most popular destinations.

jjjtyy666/gogo-backend-mcp6

Sales Tools MCP Server

Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.

gonzalo123/mcp

AutoSOC Agent

An automated security operations center MCP server that uses LLMs and network analysis tools like Tshark to detect threats in traffic data. It enables users to automatically ingest PCAP files, query specific packets, and generate intelligent security analysis reports.

greenoceanbird/traffic_analysis

Slack Search MCP Server

Enables searching and retrieving messages across Slack workspaces using Slack's search API. Supports pagination, filtered results, and returns message details including text, timestamps, users, channels, and permalinks.

t-morisawa/slack-search-mcp

ickyMCP

RAG-powered document search server that enables semantic search across large collections of legal and business documents (PDF, Word, Excel, PowerPoint) using local embeddings with no API costs.

dl1683/ickyMCP

Snowdrop MCP

Provides 667 specialized tools for financial and operational tasks, including fund accounting, compliance, DeFi, and tax management. It enables users to integrate extensive financial intelligence and automated workflows into any MCP-compatible client.

Stonewater-Digital/snowdrop-mcp

Annotation

Provides persistent note-taking and task management through JSON file storage, enabling creation and management of pages with checkable annotations for structured personal knowledge bases and todo lists.

xmarlon30x2/annotation-mcp

SQL MCP Server

Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and MongoDB databases with support for bulk operations and schema inspection. It features a safety mechanism requiring explicit user confirmation for destructive actions like data modification and deletion.

Processori7/SQL-MCP

OCM MCP Server

A comprehensive Model Control Protocol (MCP) server for Red Hat OpenShift Cluster Manager (OCM) API operations. This server provides 12 intelligent tools for cluster management, account operations, and infrastructure monitoring.

judexzhu/mcp-ocm

Yahoo Finance MCP Server

Enables querying Yahoo Finance data including stock prices, historical data, financial statements, dividends, news, analyst recommendations, and company information through the yfinance library.

a05031113/yahoo-fianace-mcp

MCP Server Deepdive Deployment

An example Model Context Protocol (MCP) server that provides basic mathematical operations such as adding two numbers together. It serves as a demonstration for deploying and configuring MCP servers using Python and the uv package manager.

Stauffacher/mcpserverexample

SQLite Database

Provides secure SQLite database interaction with schema inspection and query execution capabilities for data analysis, content management, and application development workflows.

abhinab-handique/db_talk

next-hackathon

j-wnn/next-hackathon

mcp-md2poster

An MCP server built with FastMCP that currently provides a simple mathematical addition tool. It includes environment configurations for GitHub repository integration, suggesting future functionality for managing or uploading content.

pidanmeng/mcp-md2poster

pocketbase-mcp

A Model Context Protocol server that provides AI assistants like Claude with full access to PocketBase backends through natural language. It enables CRUD operations on records, collection management, authentication, file handling, and database administration via a Pythonic interface.

victormpa/pocketbase-mcp

genieacs-mcp

GenieACS-MCP is a Go-based MCP server that bridges any GenieACS (TR-069 ACS) instance, exposing device data, firmware management, and CPE actions (reboot, parameter refresh, firmware download) over JSON-RPC

GeiserX/genieacs-mcp

MCP-ABI

Enables interaction with Ethereum-compatible smart contracts through their ABI, allowing both read operations (querying state) and write operations (executing transactions) dynamically based on the contract's interface.

IQAIcom/mcp-abi

MySQL MCP Server

An MCP server for MySQL databases that enables schema exploration, query execution, and resource access through a unified interface. It features a LangGraph-based agent that translates natural language into SQL queries with automatic error recovery and schema discovery.

judyfang0108/MCP-SQL

Schwab MCP Server

A read-only MCP server that provides access to Charles Schwab account data and market information, including portfolio positions, real-time quotes, options chains, price history, and account balances through AI assistants.

acidsolution/schwab-mcp-server

PubChem MCP Server

Extracts basic chemical information and drug data from the PubChem API. It enables users to retrieve molecular details such as SMILES, IUPAC names, molecular formulas, and synonyms for specific compounds.

sssjiang/pubchem_mcp_server

Telegram Crypto News Bot with xAI (Grok)

A Telegram bot that fetches and summarizes cryptocurrency news using CryptoPanic API, xAI (Grok), and an MCP FastAPI server. Includes robust logging and error handling.

deb-pradhan/crypto-news-telegram-bot

stooq-mcp

A Model Context Protocol (MCP) server written in Rust that fetches stock price data from stooq.com.

hoqqun/stooq-mcp

Google MCP Server

A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google Drive to provide AI-powered management of emails, events, and files. It enables tool-based interactions like sending emails, creating calendar events, and searching Drive files through clients like Cursor and Claude Desktop.

alvinqle/mcp-playground

Zonos MCP Integration

MCP server that allows Claude to have a voice.

PhialsBasement/Zonos-TTS-MCP

Looker Admin MCP

Provides over 60 administrative tools for managing users, groups, roles, schedules, alerts, and content access within Looker through the Model Context Protocol. It enables full administration of Looker environments, including permission management and system configuration.

kokevidaurre/looker-admin-mcp

🌀 Clarifai MCP Server (unofficial)

Local MCP server for clarifai.com

tot-ra/clarifai-mcp-server-local

Kagami

Kagami is an MCP server designed exclusively for the Claude Code Web environment that enables browser automation using Playwright and Firefox. It features an automated setup process and manages secure external access through a JWT authentication proxy with integrated CA certificate support.

takeru/Kagami

HPE Aruba Networking Central MCP Server

Exposes 90 production-grade tools for interacting with the complete HPE Aruba Networking Central REST API surface, including network inventory, configuration, and security management. It features enterprise-ready OAuth2 handling and semantic tool filtering for optimized performance with both hosted and local LLMs.

the-otner/aruba-mcp

Alpaca MCP Gold Standard

A comprehensive MCP server for professional trading operations with Alpaca, providing 31 tools for account management, market data, order execution, custom strategy execution, and advanced portfolio analytics with intelligent position classification.

JOravetz/alpaca-mcp-gold

Patent Big Data MCP Server

Enables comprehensive patent information queries and analytics including fuzzy company search, patent search by various criteria (name, application number, applicant), and statistical analysis of patent portfolios including status distribution, application trends, and patent type classification.

handaas/patent-mcp-server

sn-mcp

Provides AI assistants with read access to ServiceNow instances to aid in building and debugging applications. It enables users to query tables, retrieve specific records, and inspect table schemas using standard ServiceNow encoded query strings.

hunterphillips/sn-mcp

Spaceship MCP

An MCP server for managing and executing AI agents on the Spaceship AI platform directly from clients like Claude Code and Cursor. It provides comprehensive tools for agent lifecycle management, including creation, execution, and real-time monitoring of run statuses and logs.

Spaceship-AI/spaceship-mcp

instant-meshes-mcp

An MCP server for 3D model processing that provides automated retopology, decimation, and quality analysis for OBJ and GLB files. It integrates Instant Meshes, pymeshlab, and Blender 3.6 to support smart simplification, texture preservation, and structured model archiving.

lxy2109/instant-meshes-mcp

Fusion MCP Servers

The awesome MCP servers powered by fusion

fusion-tech-org/fusion-mcp-server

Modular RAG MCP Server

A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation using Ragas, and a Streamlit dashboard for real-time tracking.

IcedVodka/rag_mcp

MCP Slack Python

An MCP server that enables interaction with Slack workspaces through tools for managing channels, sending messages, and retrieving user profiles. It leverages the Slack API and FastMCP to provide functionalities like message history lookup and reaction management.

minji337/mcp-slack-python

ib-async-mcp

An MCP server that provides an interface for the Interactive Brokers API via the ib_async library. It enables users to manage accounts, access real-time and historical market data, and execute or monitor trades through TWS or IB Gateway.

nadavgb-atom/ib-async-mcp

MCP Emulator Controller

Enables control of Android emulators (MumuEmulator or ADB-connected devices) through natural language, supporting app management, screen interactions (tap/swipe), screenshots, and device information retrieval.

Teemo4621/MCP-Emulator-Controller

Balaji_playwright

This is to experiment and learn everything about playwright and using MCP servers to understand better

ItsMistahJi/Balaji_playwright

Todo App with MCP Server

A demo project connecting AI assistants to a Todo app using Model Context Protocol. Features React frontend, FastAPI backend, and Claude Desktop integration.

sam55silver/todo-mcp-server

Build MCP

Integrates with build and deployment systems through HTTP-based APIs to enable CI/CD operations, pipeline management, and automated deployment workflows with configurable endpoints and error handling.

869413421/build_mcp

GeM MCP Server

Enables users to search, track, and analyze procurement data from India's Government e-Marketplace (GeM) for live and stored bid listings. It provides specialized tools for monitoring drone-related procurement opportunities and generating detailed bid analysis reports.

r3tr056/gem_mcp

PolicyGuard

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

PrateekKumar1709/policyguard

Music21 Composer MCP

A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.

viktorkelemen/music21-composer-mcp