The MCP Trust Index.

mcp-security-audit

by eltociear

Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns including credential exfiltration, prompt injection, and code execution.

eltociear/mcp-security-audit

SampleMCP

by jayantprakash

A demonstration MCP server that provides math (add/multiply) and weather tools, connecting via stdio and streamable HTTP, and integrates with LangChain and LangGraph for agentic workflows.

JayantPrakash/SampleMCP

Peek

by zly1203

Enables AI agents to take screenshots of local web pages and capture user-selected UI elements via a bookmarklet, providing element metadata for precise visual understanding.

zly1203/peek

OpenAI MCP Server

by madaoq

Provides tools to interact with OpenAI API including chat completions, embeddings, content moderation, and file management through natural language.

madaoQ/openai-mcp

Font Tools MCP

by kiyong2020

Enables AI agents to diagnose, modify, and validate OTF/TTF fonts interactively through a set of read-only, write, and validation tools.

kiyong2020/font-mcp

TextIn xParse MCP Server

by aenron

Enables document parsing via TextIn xParse API, supporting synchronous and asynchronous jobs with configurable options.

aenron/textin-mcp

django-firebase-mcp

by raghavdasila

Enables AI agents to interact with Firebase services including Authentication, Firestore Database, and Cloud Storage through a standardized MCP protocol.

raghavdasila/django-firebase-mcp

LinkedIn Jobs MCP Server

by furiousape

Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated session cookies, enabling job search and details retrieval without per-run costs.

FuriousApe/linkedin-mcp

goodreads-mcp

by shreeyachand

A read-only MCP server for Goodreads that enables LLMs to search for books, retrieve detailed book info with ratings and reviews, and explore recommendations, series, and author bibliographies using public data sources without requiring authentication.

shreeyachand/goodreads-mcp

mcp-memory-graph

by retrorobai

A context-aware memory MCP server with authority weighting, conflict detection, and typed relationship edges for intelligent memory retrieval.

RetroRobAI/mcp-memory-graph

superpos-mcp

by superpos-ai

MCP server that connects coding agents to Superpos cloud workspace, enabling task management, knowledge sharing, event handling, and schedule orchestration directly from agent tools.

Superpos-AI/superpos-mcp

Crypto Tools MCP Server

by marc-shade

Defense-grade cryptographic compliance and analysis tools for MCP, including FIPS 140-3 validation, CNSA 2.0 analysis, post-quantum readiness assessment, and classical cipher utilities.

marc-shade/crypto-tools-mcp

Banking and Fintech MCP Server

by anhtuanluu

A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

anhtuanluu/mcp

Binary Banya

by pdarche

An MCP server offering 'treatments' for AI agents like context cleaning, critique, and relaxation. Agents can check in, get feedback, and improve their performance.

pdarche/model-wellness

travel-mcp-server

by tanayshah11

AI-powered travel search exposing flights, hotels, and weather as MCP tools, with a MongoDB-backed per-tool TTL cache whose timeouts are tuned to each upstream API's reliability characteristics.

tanayshah11/travel-mcp-server

Bitcoin wallet MCP server

by markmhendrickson

Provides Bitcoin and Stacks wallet operations including sending, receiving, balance checks, and transaction management via MCP tools.

markmhendrickson/mcp-server-bitcoin

ZipExplore MCP Server

by andrew-sondgeroth

Enables location intelligence for US ZIP codes, allowing users to search, profile, and compare ZIP codes across various domains like crime, income, schools, and more.

andrew-sondgeroth/zipexplore-mcp

Anki MCP Server

by amidvidy

Provides tools for managing Anki decks, notes, and note types via the Model Context Protocol. It features AI-powered audio generation using Google Cloud TTS and supports efficient bulk note creation and media management.

amidvidy/anki-mcp

notes-rag-mcp

by konradxmalinowski

A Python MCP server for note management with RAG capabilities, enabling adding, searching, asking questions, summarizing, and deleting notes, using PostgreSQL and ChromaDB with Google Gemini for embeddings and generation.

konradxmalinowski/notes-rag-mcp

Resume MCP Agent

by bugparty

Enables AI clients to manage resumes, match job descriptions, and generate tailored PDF resumes.

bugparty/resume-mcp-server

mytool3

by reory

A lightweight MCP server that bridges Claude AI with local Python execution, enabling personalized greetings and demonstrating local tool integration.

reory/mcp-server

mcp-xiaozhi-server

by 104gogo

Enables to modify and manage XiaoZhi platform agents, including changing LLM, TTS, voice, role template, and name, as well as retrieving agent list information.

104gogo/mcp-xiaozhi-server

vmd-mcp

by omararias-gaguancela

Enables control of VMD2 for molecular dynamics analysis through natural language, allowing users to load structures, set representations, measure distances, compute RMSD, and render images without Tcl scripting.

OmarArias-Gaguancela/vmd-mcp

mcp-pubmed

by benoitleq

An MCP server that provides direct access to PubMed and PubMed Central via the NCBI E-utilities API. It enables AI models to search biomedical literature, retrieve detailed article metadata, and download open-access full texts.

benoitleq/mcp-pubmed

iOS MCP Server

by harshaneigapula

Allows LLMs to access, scan, and search photos on connected iOS devices via USB using libimobiledevice and ChromaDB. It supports semantic search, metadata filtering, and automated file organization for efficient media management.

harshaneigapula/ios_mcp

midi-composer-mcp

by voho

Provides atomic music-theory and MIDI tools for composing, enabling LLMs to chain deterministic steps like scale/chord lookups, degree resolution, rhythm generation, and MIDI rendering.

voho/midi-composer-mcp

Carrier Accounting MCP

by pramodmisra

Automates ingestion, normalization, validation, review, and posting of insurance carrier statements to Applied Epic, with safety features like trial mode and human review queues.

pramodmisra/carrier-accounting-mcp

UK Business Tools - Ledgerhall

by paulieb89

Once connected, your AI agent can: Check any UK company — directors, shareholders, filing history, disqualified officers Research property — comparable sales, EPC ratings, Rightmove listings, rental yields, stamp duty Search case law and legislation — court judgments, Acts, Hansard debates, HMRC guidance Query GOV.UK — search 700k+ pages, resolve postcodes to councils, find policy

paulieb89/uk-business-mcp

OneMap MCP Server

by linzele

Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistants to perform location searches, routing, and coordinate conversions. It features over 35 tools for accessing thematic layers, population statistics, and public transport data.

linzele/mcp-onemap

musescore-mcp

by strongbeen04

Enables Claude AI to convert, edit, and analyze MuseScore files (.mscz, .musicxml, MIDI) through natural language commands, supporting format conversion, transposition, harmony analysis, and more.

strongbeen04/MUSESCORE-MCP

MCP Product Search Server

by hwqlet

Enables product search functionality via MCP, allowing Claude to search products by keyword with filters, list categories, and retrieve product details.

hwqlet/mcp-product-search

Minimal MCP Server

by vijayliebe

A minimal MCP server boilerplate in Python for testing client-server communication, providing a simple 'hello' tool to verify connection.

vijayliebe/MCP_boilerplate

mcp-fileencoding

by jidzhang

Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on Windows by automatically detecting and converting encodings, preventing garbled text.

jidzhang/mcp-fileencoding

blueprint-mcp

by kasun2006

📊 Generate diagrams for codebases and system architecture with Blueprint MCP, integrating easily with Arcade tools like HubSpot and Google Drive.

Kasun2006/blueprint-mcp

Stock Market Real-Time Analyzer

by anshika1109

An MCP server that provides real-time stock market data and price comparisons from Yahoo Finance, Alpha Vantage, and Finnhub. It enables AI assistants to fetch individual quotes, compare data across multiple sources, and retrieve market metrics for various tickers.

anshika1109/stock-market-analyzer

OmniMCP

by openadaptai

OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.

OpenAdaptAI/OmniMCP

Vizdown-MCP

by rutika196

Converts Markdown files into professional diagrams such as flowcharts, mind maps, and architecture diagrams using Mermaid.js and custom SVG renderers. It enables users to list, render, and export visualizations in multiple formats including SVG, PNG, and PDF.

rutika196/clarity-beta

tradingview-mcp-india

by kumarakshay2456

Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including top gainers, technical analysis, and backtesting tools.

kumarakshay2456/tradingview-mcp-india

Document Organizer MCP

by bigbabyfilmrentals-tech

Enables agents to manage and organize local documents by listing, inspecting, extracting text, searching, and renaming files, with optional Google Drive integration.

bigbabyfilmrentals-tech/document-organizer-mcp

LuckyCola MCP Server

by mingle98

Provides image compliance checking, recipe lookup, file operations (read/write/rename/delete), image compression, OCR text extraction, and JSON/Excel conversion through the LuckyCola platform API.

mingle98/luckycola-mcp

EAG MCP Demo

by skinnymonk

A FastMCP server with web search, local notes CRUD, and a generative UI dashboard using Prefab.

SkinnyMonk/mcp-server

Modular RAG MCP Server

by nobitalqs

A fully modular RAG system with MCP protocol integration, enabling hybrid retrieval, multimodal support, and dual-mode transport for connecting to AI assistants like GitHub Copilot and Claude Desktop.

nobitalqs/MODULAR-RAG-MCP-SERVER

CanvasXpress MCP Server

by neuhausi

Converts natural language descriptions into validated CanvasXpress JSON configurations for chart generation using RAG and a built-in visualization knowledge base. It supports over 70 chart types and ensures generated configs are compatible with provided data headers and column types.

neuhausi/canvasxpress-mcp

sample-mcp-server

by swaroop1769

A minimal MCP server demo in Python that exposes five tools for arithmetic and a simulated long-running process.

Swaroop1769/sample-mcp-server

hokan MCP Server

by shinonft

An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to manage customer data, schedules, and tasks. It also features specialized tools for Japanese insurance law compliance, including intent confirmation and regulatory check generation.

SHINONFT/hokan-mcp

Instagram MCP Server

by halexandra45

Enables AI agents to access Instagram Business account analytics and insights, including follower demographics, post performance, and audience reach.

halexandra45/instagram-mcp

Concierge Voyage MCP

by wassima-azzouzi

An interactive travel planning server that integrates flight searching, weather forecasting, and route calculation through external APIs like Amadeus and OpenWeather. It uses the Model Context Protocol to enable AI assistants to autonomously manage travel logistics and discover local services.

wassima-azzouzi/concierge-voyage-mcp

Dice Roller MCP Server

by swayam-mishra

Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics for AI assistants like Claude. It enables real-time tabletop gaming through features such as standard NdM notation, advantage/disadvantage rolls, and D\&D character stat generation.

swayam-mishra/MCP

KSJ MCP Server

by chavezailabs

Converts handwritten journal photos into a searchable, AI-powered local knowledge base using Tesseract OCR. It enables users to query their notes, track insights, and export data through MCP-compatible AI assistants while maintaining complete local data privacy.

ChavezAILabs/ksj-mcp

Semantic Search MCP Server

by camilojourney

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

camilojourney/holusight