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The MCP Trust Index.

M8ven's public index of MCPs we've independently looked at. M8ven Verified is our verification program — each MCP can earn one or more tiers (behavior, code, or publisher).

M8ven Verified — three independent tiers

Behavior Verified

We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

Code Verified

We inspected the source code and checked that its capabilities match what the tool descriptions claim.

Publisher Verified

The author of the MCP submitted it and confirmed ownership. Pairs with behavior or code for full trust.

Each MCP can earn one, two, or all three tiers independently.

6,236 MCPs on the index

Page 117 of 125

D/41
tools pending

OSOP MCP Server

Enables AI agents to manage OSOP workflows by providing tools for validation, execution, testing, and optimization. It also supports converting workflows between OSOP and external formats like GitHub Actions, BPMN, and Airflow DAGs.

Archie0125/osop-mcp

D/41
tools pending

Basic MCP Server

MCP Server using SSE - can be hsoted remotely (build using fastapi, fastmcp, uv)

jaygodara45IP/remote-mcp-server

D/41
tools pending

Fourth Brain Demo

An MCP server that connects Claude.ai to a Notion-based marketing knowledge base, enabling search and retrieval across specialized domains like enterprise platforms and competitive positioning. It provides tools for RAG-style Q\&A and content browsing to assist with drafting RFPs and value propositions.

Rev4nchist/fourth-brain-demo

D/41
tools pending

FastMCP Gmail Reader Server

Enables users to manage Gmail by fetching recent emails with pagination and creating new or reply drafts via the Gmail API. It provides a seamless interface for interacting with email content and drafting responses within Gemini-CLI.

chronis10/gemini-email-mcp

D/41
tools pending

Polymarket MCP Server

Enables interaction with Polymarket prediction markets through read-only access to market data, events, orderbooks, and user positions, plus authenticated trading capabilities for creating and managing orders.

Curious-Layer/cl-mcp-polymarket

D/41
tools pending

MCP stdio adapter

Expose a remote MCP server (HTTP) as a local stdio MCP server.

jrderuiter/mcp-stdio-adapter

D/41
tools pending

Obsidian MCP Server Enhanced

This project provides a Model Context Protocol (MCP) server for interacting with Obsidian vaults through AI assistants.

labeveryday/mcp-obsidian-enhanced

D/41
tools pending

Konva.js Canvas

Enables 2D canvas drawing using Konva.js with tools for creating shapes, layers, groups, and exporting PNG images.

bilaltahseen/konva-mcp

D/41
tools pending

Keel

Network diagnostics — ping, traceroute, DNS lookup, port scanning, and connectivity testing via MCP.

seayniclabs/sounding

D/41
tools pending

Observability MCP Server

Provides comprehensive monitoring and observability for MCP server ecosystems with real-time health checks, performance metrics, distributed tracing, anomaly detection, and automated performance reports using OpenTelemetry and Prometheus.

sandraschi/observability-mcp

D/41
tools pending

ESP-IDF FastMCP Server

Enables ESP-IDF firmware development through MCP by providing tools to manage ESP32 targets, serial ports, and project compilation/building operations.

jasper-zsh/espidf-mcp

D/41
tools pending

MCP Web Tools

Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.

SayreBlades/mcp-web-tools

D/41
tools pending

Dock AI

Discover MCP endpoints for real-world entities by resolving business domains.

dock-ai/mcp

D/41
tools pending

Personal Context

Manage your daily status, work availability, and location history to provide relevant situational context. Integrate with Home Assistant and holiday calendars to automatically track presence and local events. Maintain a centralized record of your current environment and upcoming schedules.

Polaralias/personal-context-mcp

D/41
tools pending

MCP Host Client Server SSE

手搓MCP样例,使用SSE模式,访问本地数据。从Hosts到server全部代码演示。

HanShan006/MCP_Host_Client_Server_SSE

D/41
tools pending

HackBridge

An MCP server that connects AI clients to a Linux terminal for real-time automated penetration testing and CTF challenge solving. It enables AI models to execute terminal commands and interact with offensive security tools like Nmap, SQLMap, and Gobuster.

Dhineshkumar272005/HackBridge

D/41
tools pending

Market.dev MCP Server

Integrates with the Market.dev API to search for open source experts and projects. It enables users to find contributors and developers based on skills, location, or specific library and framework involvement.

market-dot-dev/mcp

D/41
tools pending

DrissionPage MCP Server

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

jumodada/Drissionpage-MCP-Server

D/41
tools pending

Nonpayment Health MCP Server

Enables querying and analyzing non-reimbursable medical treatment costs in South Korea using the Health Insurance Review & Assessment Service API. Supports searching treatment codes, comparing hospital prices, regional statistics analysis, and finding cost-effective healthcare options.

chweyun/mcp-nonpayment-health

D/41
tools pending

Equinox MCP Server

An MCP server that provides LLMs with access to Equinox documentation and tools to validate Equinox module code. It supports both online documentation fetching from GitHub and offline access through local files.

s27183/equinox-mcp

D/41
tools pending

AliceBlue

Manage your AliceBlue portfolio, orders, and funds from one place. View holdings, positions, margins, and real-time market data, and place, modify, or cancel orders with ease. Track order and trade history, convert or square off positions, and automate entries with GTT orders.

dashayus/aliceblue-mcp-server

D/41
tools pending

Mcp Server Demo

Demos of MCP servers and client for a quick start

zhuohanl/mcp-server-demo

D/41
tools pending

Pipefy MCP Server

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

AngeelVallem/pipefy-mcp

D/41
tools pending

Webscraper MCP

MCP server that transcribes webpages for LLMs to use by providing the url to the LLM.

saishridhar/webscraper

D/41
tools pending

LightRAG MCP

Enables querying an internal LightRAG knowledge base to retrieve technical documentation and structured information using hybrid search modes. It facilitates the integration of raw text or HTML results from a LightRAG server into LLM workflows.

jeffreychuuu/lightrag_mcp

D/41
tools pending

Peliqan

$2f

peliqan-io/mcp-server-peliqan

D/41
tools pending

Digital Guitar Archive MCP Server

Enables AI assistants to search and retrieve records from the Digital Guitar Archive database using full-text search and field-specific filters. It provides tools for fetching detailed record information and listing historical source libraries.

rcoldwell/mcp

D/41
tools pending

OpenLandMap MCP Server

Provides access to the OpenLandMap STAC catalog, offering over 100 global environmental datasets including soil, climate, and vegetation data. It enables AI agents to discover, search, and retrieve Cloud-Optimized GeoTIFFs for global geospatial analysis.

tharlestsa/openlandmap_mcp

D/41
tools pending

Pi-hole MCP Server

Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blocking status and retrieve real-time statistics like query counts and blocked domains. It provides a structured interface for monitoring and managing network-level ad filtering through the Pi-hole REST API.

sebszczec/pihole-mcp

D/41
tools pending

Basilisp nREPL MCP Bridge

simple MCP server for nREPL

cat-state/nrepl-mcp

D/41
tools pending

PrivAgents: Agents and MCP servers for Confidential AI Workflows

PrivAgents is a privacy-first framework where intelligent agents interact with a secure MCP (Model Computation & Processing) server to perform encrypted data analysis using homomorphic encryption.

UvrajSB/PrivAgent

D/41
tools pending

Crypto Indicators MCP Server

Provides real-time cryptocurrency market data and technical indicators (EMA, MACD, RSI, ATR, Bollinger Bands) from Aster DEX with multi-timeframe analysis support for trading pairs like BTC, ETH, and SOL.

accelizero/crypto_mcp

D/41
tools pending

MCP Analyst

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

unravel-team/mcp-analyst

D/41
tools pending

unifi-network-mcp

Read-only MCP server for UniFi Network controllers

ryanbehan/unifi-network-mcp

D/41
tools pending

Bigeye MCP Server

Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.

bigeyedata/bigeye-mcp-server

D/41
tools pending

MCP Server

Integrate your applications with real-world data and tools seamlessly. Access files, databases, and APIs while leveraging the power of language models to enhance your workflows. Simplify complex interactions and automate tasks with a standardized protocol.

ShresthaAnkit/mcpserver

D/41
tools pending

Quantum ZX-Calculus MCP Server

Converts quantum circuits into ZX-diagrams using categorical quantum mechanics, enabling circuit visualization, analysis, and optimization through deterministic gate mapping and rewrite rules.

dmarsters/quantum-zx-calculus-mcp

D/41
tools pending

Trademark Big Data MCP Server

Provides comprehensive trademark information services, including fuzzy company search, detailed trademark status tracking, and statistical analysis. Users can analyze trademark portfolios by tracking application trends, registration data, and category distributions for specific companies.

handaas/trademark-mcp-server

D/41
tools pending

AI HR Leave Management MCP Server

Provides tools for managing human resources tasks such as applying for leave, checking leave balances, and viewing holiday schedules. It enables natural language interaction for employee information and leave history tracking via the Model Context Protocol.

anjalimahapatra2004/mcp_tool

D/41
tools pending

EnreachVoice API MCP Server

EnreachVoice API MCP Server

mokso/enreachvoice_mcp

D/41
tools pending

Fast MCP Server

A lightweight MCP (Model Context Protocol) Server implementation exposing custom tools via SSE for integration with AI clients.

kongo97/fast-mcp-server

D/41
tools pending

Project Memory

An intelligent personal CRM that processes WhatsApp conversations to build a searchable knowledge base about contacts using diarization, transcription, and PII sanitization. It exposes MCP tools for semantic search, contact summaries, and reminder management within Claude Desktop.

crtormo/project-memory

D/41
tools pending

FastMCP Basic Server

A basic MCP server implementation using the FastMCP framework that provides utility tools for greetings and mathematical calculations. It is designed to demonstrate tool integration for AI-assisted development workflows like Cline.

sharmaratnesh/third_mcp_server_using_fastmcp

D/41
tools pending

DeviceMCP

Provides cross-platform device information including system specs, battery status, storage, and memory details for Windows, macOS, Linux, and Android through a Model Context Protocol server.

JahidHasanCO/DeviceMCP

D/41
tools pending

PIX4Dmatic MCP

Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Supports launching, focusing, capturing screenshots, sending hotkeys, clicking UI elements, opening projects, starting processing, and checking outputs.

jangjo123/Pix4D-MCP

D/41
tools pending

Paperlib MCP

Enables academic literature management through PDF import, hybrid search, knowledge graph construction, and automated literature review generation. Combines full-text search with semantic vector search for comprehensive paper analysis.

h-lu/paperlib-mcp

D/41
tools pending

Amap Navigator

Integrates with Amap API to provide location-based services including geocoding, weather information, driving routes, and location suggestions for applications requiring real-time geographic data in the Chinese market.

rickeylaiii/xiaoai_mapmcp

D/41
tools pending

Tennis Warehouse MCP Server

Provides secure access to Tennis Warehouse product data, enabling users to search for tennis equipment (racquets, bags, shoes), check product availability, find deals, and browse categories through natural language queries while protecting internal API details.

avimunk1/tennis-warehouse-mcp

D/41
tools pending

FastMCP Quickstart for Smithery

Provide a simple MCP server with a greeting tool to enable interactive development and testing of MCP tools. Facilitate rapid iteration and debugging through integration with the Smithery Playground. Deploy easily to Smithery for HTTP access and MCP client compatibility.

SmartManoj/smithery-fastmcp-quickstart

D/41
tools pending

CodeBot MCP Server v2

An extended MCP server for managing code snippets, performing code analysis, and handling deployments via Render and GitHub. It enables users to perform code reviews, track issues, and manage service operations through natural language interactions.

amirbiron/MCP-Server

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