The MCP Trust Index.

Bolor Brain

Modular cognitive architecture with memory systems, advanced reasoning, and self-evolving skills

photoxpedia/bolor-brain-mcp

BioMCP: Biomedical Model Context Protocol

BioMCP: Biomedical Model Context Protocol

genomoncology/biomcp

MetaTrader 5 MCP Server

Provides read-only access to MetaTrader 5 market data, trading history, and technical analysis through Python execution. Supports querying price data, calculating indicators, creating charts, and generating forecasts with Prophet and ML models.

Cloudmeru/MetaTrader-5-MCP-Server

UniFi MCP Server

Enables AI assistants to interact with Ubiquiti UniFi network infrastructure for monitoring devices, managing clients, and performing configuration tasks like blocking/unblocking devices and viewing network health.

nntkio/unifiMCP

MCP Prompt Playground

MCP server for Prompt Checking

Mrhacker6/MCP

zotero-mcp

Read+write MCP server for Zotero with full write support — create items, manage collections, find and merge duplicates, import BibTeX

BirdInTheTree/zotero-mcp

NanoBananaPro

Use Nano Banana Pro to generate image from text prompt and edit image

adamydwang/genai-mcp

AI Image Generation Server with MCP Interface

This project provides an HTTP server for image generation using Stable Diffusion, along with a Model Context Protocol (MCP) server that enables AI agents to request image generation.

aymec/image_gen_with_mcp

mcpbluesky

An MCP server that enables users to interact with the Bluesky social network through comprehensive read and write API tools, including session management and timeline navigation. It also features a Jetstream-powered local SQLite database for indexing and searching Japanese posts.

awaku7/mcpbluesky

Twitter Api45 MCP Server

An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve user profiles, timelines, followers, and media. It supports searching communities, jobs, and trends, while also providing tools to monitor live broadcasts and Twitter Spaces.

BACH-AI-Tools/bachai-twitter-api45

stockreport-mcp

A multi-market stock data server providing financial information, historical price data, and macroeconomic indicators for A-share, Hong Kong, and US markets. It leverages a hybrid data source model to enable comprehensive stock analysis and market reporting through MCP-compatible clients.

jamesdingAI/stockreport-mcp

withings-mcp

Provides read-only access to Withings health metrics including body composition, sleep, workouts, and ECG data with local SQLite caching and trend analysis. Features incremental synchronization, automatic OAuth token refresh, and supports all 200+ Withings measurement types for comprehensive health tracking.

partymola/withings-mcp

Arca MCP

An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language queries.

m0nochr0me/arca-mcp

Saaros-MCP-Server

A Model Context Protocol (MCP) server that provides access to the Brave Search API, running as a background thread

mjochum64/saaros-mcp-server

dutch-gov-mcp

An unofficial MCP server providing access to Dutch government open data from data.overheid.nl, CBS statistics, and KVK business registry. Enables natural language queries for discovering datasets, inspecting metadata, and querying data without API keys or authentication.

Alishark14/dutch-gov-mcp

Anycrawl - Turn Any Website Into Llm Ready

Turn any website into LLM-ready, and provide SERP

any4ai/anycrawl-mcp-server

zont-mcp

An MCP server that connects AI assistants to the ZONT heating system via the official REST API. It enables users to monitor device states, control heating modes, and perform diagnostics using natural language.

MAB2908/zont-mcp

notion-mcp

Provides comprehensive tools to interact with the Notion API, including managing pages, databases, blocks, and comments via OAuth2 authentication. It enables users to search content, create workspace entries, and manage metadata through the Dedalus framework.

annyzhou/notion-mcp

MusicBrainz MCP Server

Enables AI assistants to query the MusicBrainz music database for artists, albums, recordings, and labels. It provides tools for advanced searches, detailed metadata retrieval, and accessing cover art information.

zas/mcp-musicbrainz

ikhono

The hub for AI skills. Search, discover, and load community-built skills that enhance your AI agent's capabilities. Skills are structured instructions for tasks like code review, test writing, documentation, refactoring, and more. Works across Claude Code, Cursor, Windsurf, Copilot, Codex, and Gemini CLI.

ikhono-ai/ikhono

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

Cloto-dev/CPersona

Interactive Feedback MCP

Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.

nhatpse/Antigravity-MCP

TheBrain MCP Server

Enables AI assistants to interact with TheBrain's knowledge management system through natural language for managing thoughts, notes, and attachments. It supports core features like full-text search, relationship mapping, and file uploads to streamline digital brain organization.

lonniev/thebrain-mcp

Amazon Music MCP Server

Enables control of Amazon Music playback through Claude Desktop via the Model Context Protocol. Users can play, pause, skip tracks, and search for music using natural language commands powered by browser automation.

mk-8/amazon-music-mcp

AIOS Monorepo

This repository contains all source code for AIOS (Langchain server, Website, Desktop application). This will be a good example using MCPs

AndyLeong33dev/AIOS-source-code-for-MVP

Zerodha MCP Server

Enables trading operations on Zerodha platform through natural language, supporting account management, order placement/modification, portfolio holdings, positions, margins, and stock news retrieval.

jainsourabh2/zerodha-mcp

TrakSYS MCP Server

An MCP server that provides secure, read-only access to the TrakSYS manufacturing analytics platform through entity-based tools and guided investigation prompts. It enables users to interact with manufacturing databases and perform data analysis via natural language.

EA2-Programmer/Mcp-project

interdeep

An MCP server for deep research that extracts clean text from web pages using hybrid extraction strategies and compiles findings into structured markdown reports. It provides tools for single and batch URL content extraction with optional Playwright support for JavaScript-heavy sites.

mistakeknot/interdeep

Multi-Database MCP Server

Enables simultaneous querying and schema exploration across multiple database types, including PostgreSQL, MySQL, SQL Server, and SQLite. It supports parallel query execution and detailed inspection of tables and schemas across different database instances.

roshanponnappa/multidb-mcp-server

Reuters Business and Financial News MCP Server

Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

BACH-AI-Tools/bachai-reuters-business-and-financial-news

Iconsult MCP

An architecture consulting server that reviews multi-agent systems against a knowledge graph of patterns derived from expert literature. It provides grounded recommendations with chapter citations, maturity scoring, and interactive architecture diagrams to identify and fix structural gaps.

marcus-waldman/Iconsult_mcp

MongoDB Movie Database

Enables querying and analyzing the MongoDB sample_mflix movie dataset through natural language, supporting searches by title, genre, actors, directors, ratings, and providing aggregate statistics like counts and averages.

patw/movie-mcp

Layer Prompt Manager

This helps you create a mcp server which your IDE can access to create and save prompts for you code base

vivek100/codePromptManagerMCP

DroidRun MCP Server

Enables text-based control of Android devices through Claude Code using accessibility tree automation. Supports UI interaction, app launching, text input, gestures, and navigation without requiring screenshots.

chukfinley/droidrun-mcp-server

Quickchat AI MCP server

The Quickchat AI MCP server

quickchatai/quickchat-ai-mcp

Prophet MCP Server

An MCP server powered by Meta's Prophet that enables LLMs to perform time-series forecasting, trend analysis, and predictive modeling on historical data. It provides LLM-friendly statistical summaries, automated business-rule validation, and ready-to-render Chart.js visualizations.

ipradeep99/Prophet_mcp

Facebook Scraper3 MCP Server

Enables access to the Facebook Scraper3 API to extract data from Facebook profiles, pages, groups, and the marketplace. It provides comprehensive tools for searching posts, people, and events, as well as retrieving detailed metadata for comments, reactions, and media.

BACH-AI-Tools/bachai-facebook-scraper3

Flag MCP

Enables human-in-the-loop interaction for AI coding workflows through native desktop dialogs that present route choices, text input, and image annotation capabilities when AI assistants encounter decision points.

the-nine-nation/Flag-mcp

Multi Fetch MCP Server

Enables fetching and extracting web content as markdown using Firecrawl API, with support for single or multiple concurrent URL fetches and web search capabilities.

alexyangjie/mcp-server-multi-fetch

Apple Music

Integrates with Apple Music API to enable song searching and playback link generation for music discovery applications

akr4/applemusic-mcp-server

MCP Server Builder

Provides searchable access to official MCP protocol specification and FastMCP framework documentation, helping developers build correct MCP servers by querying live documentation with BM25 full-text search.

praveenc/mcp-server-builder

MCP Secure Local Server

A security-focused Model Context Protocol server that enables controlled local tool execution through strict network firewalls, filesystem protections, and rate-limiting policies. It features a plugin-based architecture for progressive tool discovery and includes reference implementations for web searching and bug tracking.

agileandy/mcp-secure-server

PubMed Analysis MCP Server

A PubMed MCP server.

Darkroaster/pubmearch

MCP RAG with ChromaDB

Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.

CyprianFusi/MCP-rag-with-Chromadb

Clangaroo

Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.

jasondk/clangaroo

Gemini MCP Server

Enables multi-turn conversations with Google Gemini AI models, supporting file and image analysis, automatic model selection, deep thinking mode, and Google Search integration through the AIStudioProxyAPI backend.

xumingjun5208/aistudio-gemini-mcp

This package has been merged into official repo, please use the official repo instead.

MCP server for pymupdf4llm, best pdf2md for LLM

ai-zerolab/pymupdf4llm-mcp

Polytomic MCP Server

This MCP server enables interaction with the Polytomic API to manage data connections, models, and synchronization tasks. It supports both Reverse ETL and ELT operations, allowing users to trigger syncs, monitor execution status, and configure data pipelines.

therevenueengineer/polytomic-mcp

Simple MCP Server

Provide a minimal MCP server implementation that enables LLM clients to connect and access example tools via HTTP or stdio transports. Facilitate integration with AI systems like Windsurf IDE and Claude by offering simple authentication and example tools such as greeting, version info, and system info. Extend the server easily by adding custom tools to enhance AI capabilities.

ilil1/simple-mcp-server

Excel MCP Server

Enables AI agents to create, read, and manipulate Excel workbooks without Microsoft Excel installed, supporting formulas, formatting, charts, pivot tables, and data validation operations.

thibaudvandendooren-acumen/excel-mcp-server-v2