The MCP Trust Index.

Apache Airflow MCP Server

Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.

madamak/apache-airflow-mcp-server

Mirelia-Patent-Marketplace

A fully autonomous patent data marketplace for AI agents, providing highly structured JSON datasets with strategic insights. Supports instant M2M transactions via ROSE on the Oasis Network.

stagproject/mirelia-patent-market

Magazine Photography MCP

A visual vocabulary server that translates specific magazine aesthetics and photography styles into locked parameters for consistent, era-authentic image generation. It enables users to apply publication-style color grading, lighting, and composition strategies to prompts for reproducible and historically accurate results.

dmarsters/magazine-photography-mcp

MCP Client-Server

Simplest example of MCP client-server architecture over HTTP using Python & Golang

duaraghav8/mcp-client-server

Equinix Fabric MCP

An MCP server that enables AI assistants to manage network infrastructure through the Equinix Fabric API, including ports, connections, and service profiles. It provides 22 tools for tasks like creating virtual connections, managing service tokens, and querying metro locations.

sliuuu/equinix-fabric-mcp

L.O.G. (Latent Orchestration Gateway)

A privacy-first memory layer that pseudonymizes sensitive data locally before sharing a 'Working-Fiction' version with external AI agents. It enables secure agentic workflows by ensuring personally identifiable information never leaves the user's sovereign hardware.

Lucineer/LOG-mcp

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

Lumenore-Platform/lumenore-mcp

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

iamjpsharma/fremem

MCPXcode

MCP server for Xcode

everettjf/MCPXcode

SQLite MCP Server

Enables AI assistants to interact with SQLite databases by executing read and write queries, listing tables, and inspecting schemas. It provides a secure, local interface for database management and data retrieval through the Model Context Protocol.

aWiseKing/SQLite_MCP_Server

Apple Mail MCP

A high-performance MCP server for Apple Mail that uses optimized JavaScript for Automation (JXA) to search and manage emails. It enables users to list accounts, fetch mailboxes, and retrieve today's, unread, or flagged messages with significantly improved speed through batch property fetching.

imdinu/apple-mail-mcp

Unity MCP

A Model Context Protocol server that integrates AI assistants like Claude and Cursor directly into the Unity Editor to automate game development workflows. It provides over 40 built-in tools for scene manipulation and project management, while offering a simple C# API for creating custom extensions.

emeryporter/UnityMCP

keboola/mcp-server

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

keboola/mcp-server

Ghidra MCP Server

Bridges Ghidra's reverse engineering capabilities with AI tools through 179 specialized tools for automated binary analysis and documentation. It supports full read/write access for function decompilation, renaming, and cross-binary documentation transfer in both GUI and headless modes.

eKsiSLe/MCP4Ghidra

btcpay-mcp

An MCP server that enables AI agents to manage merchant payment processing through the BTCPay Server Greenfield REST API. It supports tools for creating invoices, managing stores, tracking payments, and performing Lightning Network operations.

ThomsenDrake/btcpay-mcp

prolog-reasoner

SWI-Prolog execution for LLMs with CLP(FD) and recursion — boosts logic/constraint accuracy from 73% to 90% on a 30-problem benchmark.

rikarazome/prolog-reasoner

Open Brush MCP Server

Enables control of Open Brush 3D painting software through natural language commands, allowing LLMs to create drawings, manipulate brushes, import 3D models, manage colors, layers, and camera settings via the Open Brush HTTP API.

moz411/openbrush-mcp

Granola MCP Server

Integrates Granola.ai meeting intelligence with MCP clients to provide direct access to meeting notes, transcripts, and workspace organization. It allows users to search and retrieve meeting content through natural language by leveraging existing Granola credentials.

EoinFalconer/granola-mcp-server

ami-mcp

An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interface (AMI) and PMG cross-section database for MC sample discovery and metadata retrieval. It enables users to look up cross-sections, dataset provenance, and validate sample classifications using natural language commands.

kratsg/ami-mcp

TSG Indexer

A library for indexing code repositories using Tree-sitter Stack Graphs, designed to be used in MCP servers and other tools.

entrepeneur4lyf/tsg_indexer

MCP Beget

An MCP server for managing Beget hosting services including sites, domains, databases, and mail directly through Claude Code. It provides comprehensive tools for configuring DNS, FTP, Cron jobs, and managing backups via the Beget API.

yasg1988/mcp-beget

obsidian-emergent-mcp

Provides Claude Code with deep access to an Obsidian vault through 28 tools for structural analysis, semantic retrieval, and git-backed timeseries tracking. It transforms your vault into a live knowledge base that Claude can search, navigate, and reason about using its knowledge graph.

Gassandrid/obsidian-emergent-mcp

TShark2MCP

An MCP server that enables AI-assisted network packet analysis using Wireshark's TShark tool. It provides tools for pcap file overview, session extraction, protocol filtering, and statistical analysis through a standardized interface.

niusulong/TShark2MCP

FAR Oracle

Search Federal Acquisition Regulations for government contracting information.

blueskylineassets/far-mcp-server

Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.

A self-contained MCP server that gives AI agents the ability to calculate high-precision astronomical data. It provides tropical zodiac coordinates, planetary speeds, retrograde detection, and house cusps using the trusted Swiss Ephemeris engine. 100%

scottchronicity/ephemeris-mcp

molt-mcp

Provides LLMs with access to molt-md, an encrypted markdown document hosting service, for managing and reading secure knowledge bases. It enables users to create, update, and organize encrypted documents into workspaces with full version control and end-to-end encryption.

bndkts/molt-md-mcp

A2DB

Safe, read-only database access for AI agents across PostgreSQL, SQLite, MySQL, Oracle, and SQL Server.

agentic-eng/a2db

MySQL Readonly MCP Server

An MCP server that allows the model to safely obtain information from the MySQL database.

the-nine-nation/mysql-mcp

Freshservice MCP Server

Enables AI models to interact with Freshservice IT service management platform, allowing automated ticket management, change requests, asset tracking, and solution article operations through natural language commands.

LeeMangold/freshservice_mcp

brainforge-mcp

An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health reporting.

mengro1102/brainforge-mcp

LGTMCP

Gemini-powered code review. Offers review-only and review-and-commit modes with integrated Gitleaks security scanning.

shields/lgtmcp

Pprof Analyzer MCP Server

This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.

ZephyrDeng/pprof-analyzer-mcp

Pastorsimon1798/mcp-video

MCP for video editing through ffmpeg

Pastorsimon1798/mcp-video

PypReader-MCP

An MCP server that enables AI models to inspect local Python packages by retrieving PyPI descriptions, file structures, and source code. It allows agents to understand third-party libraries directly from a specified environment for tasks like code analysis and dependency checking.

zakahan/pypreader-mcp

Filesystem

Provides secure file system operations with RBAC controls, JWT authentication, process management, and undo capabilities for development workflows.

achetronic/filesystem-mcp

TalkToAnki

An MCP server that enables AI assistants to seamlessly manage Anki flashcards, decks, and templates through the AnkiConnect API. It supports intelligent querying, batch note creation, and detailed study progress analysis using natural language.

muxuuu/TalkToAnki

AbletonMCP

Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-assisted music production and session manipulation. It enables users to create tracks, load instruments, and manage MIDI clips using natural language commands.

FreeRiverHouse/ableton-flow

cunpon2

ourzeta/cunpon2

TrendRadar

A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.

xhh-im/TrendRadar

Youtube To Mp315 MCP Server

Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315 API. Supports checking conversion status, retrieving video titles, and asynchronous video-to-audio conversion with customizable quality and time range settings.

BACH-AI-Tools/bachai-youtube-to-mp315

SimCtl MCP Server

iOS simctl MCP server

nzrsky/simctl-mcp-server

Patch File MCP

An MCP Server to patch existing files using block format

PyneSys/patch-file-mcp

xinkuang/china-stock-mcp

Access real-time and historical market data for China A-shares and Hong Kong stocks, along with ne…

xinkuang/china-stock-mcp

Elfa MCP

Elfa MCP Server

elfa-ai/elfa-mcp

Edge TTS MCP

A cross-platform MCP server that enables Claude to speak using Microsoft Edge TTS with support for over 300 voices across 50+ languages. It requires no API keys and allows for customization of speech rate, volume, and pitch.

s-n-n/edge-tts-mcp

Favro MCP

An MCP server for interacting with the Favro project management platform. It enables users to manage organizations, boards, columns, and cards through actions like task creation, assignment, and status updates.

truls27a/favro-mcp

Zoho Timeline MCP Server

Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline screenshots, automatically extracting timeline events, workflows, and functions through OCR and vision API, with export to JSON and Markdown formats.

johnelamont/zoho-timeline-mcp

Wallet Inspector MCP

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

kukapay/wallet-inspector-mcp

Mono Memory MCP

A self-hosted MCP server that provides AI assistants with a shared, persistent SQLite-backed memory for storing and retrieving project context, decisions, and discoveries. It enables cross-session continuity and team-wide knowledge sharing to keep AI coding tools aligned and informed.

potato-castle/mono-memory-mcp

ArkForge Trust Layer

Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor.

ark-forge/arkforge-mcp