The MCP Trust Index.

leafwiki-mcp

by ipapadop

An MCP server that lets compatible clients discover, read, organize, revise, favorite, create, edit, and delete content in a LeafWiki instance.

ipapadop/leafwiki-mcp

zh-education-mcp

by malkreide

MCP server for education statistics of the Canton and City of Zurich (BISTA), providing tools to query pupil numbers, school district trends, secondary school profiles, nationality breakdowns, and gymnasium graduation rates.

malkreide/zh-education-mcp

skysql-mcp

by skysqlinc

Manages SkySQL MariaDB database instances and enables interaction with AI-powered database agents through natural language.

skysqlinc/skysql-mcp

TabPFN MCP Server

by neelays

Enables AI assistants to train and run TabPFN models for tabular classification and regression tasks via the TabPFN API.

NeelayS/tabpfn-mcp

Marqeta DiVA API MCP Server

by zvika-finally

Provides programmatic access to Marqeta's DiVA API for retrieving aggregated financial data including transactions, settlements, chargebacks, card/user details, and balances. Supports advanced querying, filtering, rate limiting, and optional RAG features for semantic search on transaction data.

zvika-finally/marqeta-diva-mcp

gamma-app-mcp

by cphoskins

Enables generating presentations, documents, webpages, and social posts via Gamma's API with full parameter surface including templates, folders, headers/footers, and email sharing.

cphoskins/gamma-app-mcp

mcp-qimen

by molpass

Evaluates Qimen Dunjia divination for a given date and time, returning structured text and a 9-palace PNG chart.

molpass/mcp-qimen

Moondream MCP Server

by colemurray

Provides AI-powered image analysis capabilities including captioning, visual question answering, object detection, and coordinate pointing for both local files and remote URLs through the Moondream vision language model.

ColeMurray/moondream-mcp

DCAP Disco

by boorich

Connects to the DCAP intelligence stream to discover and cache tools in real time, and enables autonomous tool acquisition by allowing agents to call any discovered tool without manual configuration, including automatic x402 payment handling.

boorich/dcap_disco

nutrition_db

by harmehak0173

Generates personalized 7-day meal plans based on user profile and goals, and provides daily calorie catch-up suggestions when intake falls short.

harmehak0173/mcp-nutrition

vmware-esxi-mcp

by uldyssian-sh

Enables management of VMware ESXi hosts and virtual machines through standardized MCP interfaces, supporting host operations, VM lifecycle, resource monitoring, and security management.

uldyssian-sh/vmware-esxi-mcp

oncrawl-mcp-server

by amaculus

MCP server that exposes OnCrawl's API for use with Claude Code and Claude Desktop. Enables Claude to perform deep technical SEO analysis by querying crawl data, Google Search Console metrics, and crawl-over-crawl comparisons.

Amaculus/oncrawl-mcp-server

MCP Weather Server — Demo

by shazforiot

Demo MCP server that provides weather data for cities, with tools to get weather and list available cities.

shazforiot/MCP-Explained

AutoCAD MCP Server

by thepiruthvirajan

Enables programmatic control of AutoCAD through COM automation, allowing natural language commands to create structures, manage layers, and manipulate entities via MCP clients like Claude.

thepiruthvirajan/autocad-mcp-server

Travel MCP Server

by lev-corrupted

A comprehensive travel aggregation server that enables AI assistants to search for flights and hotels, track flight statuses in real-time, and retrieve airport information. It integrates with Amadeus and AviationStack APIs to provide data on pricing, schedules, and travel routes through natural language.

lev-corrupted/travel-mcp-server

InfraLens MCP

by bharisagar

Read-only MCP server for investigating AWS ECS deployment and runtime issues, focusing on ECS Fargate services behind an Application Load Balancer.

bharisagar/infralens-mcp

GraphDB MCP Server

by ianormy

MCP server tools for GraphDB

ianormy/mcp-graphdb

Waze MCP Server

by semichcsc-byte

Provides Waze routing and travel-time tools to MCP clients, enabling travel time queries, route alternatives, and address geocoding without an API key.

semichcsc-byte/waze-mcp

inventree-mcp-plugin

by eljefedelrodeodeljefe

MCP server plugin for InvenTree, enabling AI assistants to interact with inventory data such as parts, stock, locations, orders, and BOMs.

eljefedelrodeodeljefe/inventree-mcp-plugin

Multi MCP

by itstanner5216

A flexible proxy server that aggregates multiple backend MCP servers into a single interface using STDIO or SSE transports. It supports dynamic server management via an HTTP API and utilizes namespacing to prevent tool conflicts across connected services.

itstanner5216/multi-mcp

ProofPay MCP Server

by augstentatious

Provides Solana Pay invoice creation, payment verification, and artifact release tools for ZeroClaw agents, enabling custody-minimized paid delivery of sealed artifacts while keeping encryption keys and policy operator-owned.

augstentatious/proofpay-agent

Mcp-Omega-Brain

by vrtxomega

AI agent provenance, trust, and auditability layer. VERITAS multi-gate scoring, Cortex approval gates, S.E.A.L. hash-chain audit ledger, and semantic RAG with cryptographic provenance tracking for every decision an agent makes.

VrtxOmega/omega-brain-mcp

RealityScan MCP

by fkrn75

Enables AI agents to control the RealityScan photogrammetry pipeline (align, mesh, texture, export) either headless or through a visible GUI, and includes a 360° video to perspective frames converter for pre-processing equirectangular and YouTube EAC content.

fkrn75/realityscan-mcp

MCP-YouTube-Transcribe

by jackhp

Enables fetching transcripts from YouTube videos by searching for videos based on text queries and retrieving either official transcripts or generating them using AI-powered transcription with Whisper when official transcripts are unavailable.

JackHP/MCP-YouTube-Transcribe

Better Ableton MCP

by michaelcortese

A custom Ableton Live MCP focused on keeping sets tidy and creating MIDI that fits material already in the set.

michaelcortese/better-ableton-mcp

PanDA Gateway

by palnilsson

A thin, stateless MCP routing layer that exposes a single Streamable HTTP endpoint and routes tool calls to upstream servers (e.g., Bamboo MCP, PanDA MCP) based on namespace prefixes, enabling unified access and tool catalog management.

PalNilsson/panda-gateway

agy-ui-mcp

by qdzsh

Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision loops and diff-gating to realign UIs to design mockups without affecting backend code.

qdzsh/agy-ui-mcp

TheGraph MCP Server

by kukapay

An MCP server that powers AI agents with indexed blockchain data from The Graph.

kukapay/thegraph-mcp

KubeCraft MCP Server

by cloudcrafttech

A Model Context Protocol (MCP) server that gives AI assistants full visibility and control over Kubernetes clusters.

cloudcrafttech/kubecraft-mcp-server

datalastic-mcp

by robderstadt

MCP server that enables AI assistants to access real-time vessel tracking, port information, and maritime data through the Datalastic Marine AIS Data API.

robderstadt/datalastic-mcp

contact-verifier-mcp

by owieschon

MCP server for verifying B2B contact records via email syntax and DNS/MX checks, serving verified data with per-tenant isolation.

owieschon/contact_ver

mainframe-mcp

by sagar25k

Provides safe, structured access to an IBM z/OS mainframe through natural language in Claude Code, enabling screen reading, dataset browsing, code editing, job submission, and regression testing.

sagar25k/mainframe-mcp

MCP Word Commander

by chyinan

Enables AI assistants to directly read, edit, and manipulate Word documents, supporting image and table operations, paragraph editing, and search/replace.

chyinan/MCP-Word-Commander

Voice Transcriber MCP Server

by fgasparetto

Automatically transcribes Google Chat voice messages using Groq Whisper API, and also supports local audio file transcription.

fgasparetto/voice-transcriber-mcp

qontinui-lib-mcp

by qontinui

Enables AI-powered visual automation workflows by providing tools for searching nodes, creating and validating workflows, and executing automation scripts via natural language.

qontinui/qontinui-lib-mcp

arxiv-mcp-server

by anuj0456

MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.

anuj0456/arxiv-mcp-server

Memory MCP

by kassol

Personal memory service using semantic vector retrieval and knowledge graphs to persist long-term context, supporting memory evolution and conflict labeling for the same entity.

kassol/memory-mcp

Enhanced QR Code MCP Server

by myownipgit

Generates QR codes and automatically saves them as PNG files with metadata tracking, batch processing capabilities, and organized file management for production workflows.

myownipgit/enhanced-qrcode-mcp

mle_kit_mcp

by ilyagusev

Provides ML engineering tools including local/remote bash, text editor, file search, remote GPU helpers via vast.ai, and an OpenRouter LLM proxy.

IlyaGusev/mle_kit_mcp

chuk-mcp-geocoder

by ibm

MCP server for geocoding and place discovery using OpenStreetMap data via Nominatim. Supports forward/reverse geocoding, bounding boxes, nearby places, batch geocoding, route waypoints, and administrative boundaries.

IBM/chuk-mcp-geocoder

hayate-mcp

by hayatepy

Mounts MCP servers into Python web apps (ASGI/Workers) with Streamable HTTP transport, session management, and optional OAuth2 authorization.

hayatepy/hayate-mcp

Perplexity MCP Server

by shaunmacfullstack

Exposes Perplexity AI's search capabilities to Claude, enabling real-time web search and information retrieval within the assistant. The project is currently in active development with plans to support Perplexity Spaces and multi-source data synthesis.

shaunmacfullstack/claude-perplexity-mcp

Sanbi ADK Agent MCP Server

by adityadrexel

Enables AI agents to run brand-visibility audits by querying multiple AI engines, generating competitive leaderboards, and identifying growth opportunities. Integrates with any MCP-capable client to measure and act on brand discoverability in AI recommendations.

AdityaDREXEL/sanbi-adk-agent

hunter-mcp

by piggyhurry

An MCP server for querying the Qianxin Hunter network asset mapping platform, enabling asset search, batch queries, and export tasks.

PiggyHurry/hunter-mcp

DAW MIDI Generator MCP

by s2d01

Enables Claude AI to generate professional, production-ready MIDI files (chord progressions, drum patterns, bass lines, melodies, and full arrangements) compatible with any DAW including Logic Pro, Ableton Live, FL Studio, and more.

s2d01/daw-midi-generator-mcp

telegram-mcp

by tensakulabs

A minimal Model Context Protocol server for interacting with Telegram bots via MTProto. It provides simple tools to send messages and retrieve chat history while serving as an easy-to-extend reference for developers.

tensakulabs/telegram-mcp

Parkour MCP

by blightbow

A content exploration MCP server that helps LLMs surface high-signal, unsummarized web content through clean APIs and Markdown conversion, with intelligent frontmatter steering and citation tracking.

blightbow/parkour-mcp