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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).

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

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

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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.

39,570 MCPs on the index

Page 789 of 792

41/100
tools pending

btse-mcp

by xbotlive

An MCP server for the BTSE Futures API that allows AI agents to query market data, manage positions, and execute trades using natural language. It supports both live and testnet accounts with features for order management, leverage adjustment, and wallet balance tracking.

xbotlive/btse-mcp

41/100
tools pending

vic-au-important-dates-mcp

by ivarrian

Provides access to Victoria, Australia's public holidays and important dates via an MCP server.

ivarrian/vic-au-important-dates-mcp

41/100
tools pending

mcp_inventory

by isaacchpe

A Python-based MCP server that manages a product inventory using SQLite, allowing CRUD operations and analytic queries such as total value, out-of-stock products, and most expensive product.

isaacchpe/mcp_inventory

41/100
tools pending

graphite-mcp

by graphiteai

MCP server for the Graphite Financial Knowledge Graph, enabling natural language queries about companies, supply chains, executives, regulations, and patents via MCP-compatible clients.

GraphiteAI/graphite-mcp

41/100
tools pending

iptorrents MCP Server

by hubbertj

Enables searching and downloading torrents from iptorrents.com using browser cookie-based authentication, with features like filtering, sorting, and freeleech detection.

hubbertj/openclaw-mcp-iptorrents-v2

41/100
tools pending

Godot MCP Server

by struktured-labs

An MCP server that provides tools for Godot Engine development, enabling users to run unit tests, check for syntax errors, and manage project scenes or exports.

struktured-labs/godot-mcp

41/100
tools pending

scanmalware-mcp

by scanmalware

Wraps the ScanMalware.com API to enable phishing triage, malware scanning, and certificate inspection through natural language, allowing users to submit scans, retrieve results, and analyze threats via MCP tools.

scanmalware/mcp-server

41/100
tools pending

Email MCP Server

by chinmay4382

An MCP server that enables AI models to read, search, and send emails via IMAP and SMTP protocols. It supports various providers like Gmail and Outlook, allowing for tasks such as retrieving unread messages, searching by sender, and managing mailbox folders.

chinmay4382/gmail-mcp-server

41/100
tools pending

MedVision MCP

by u9401066

Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.

u9401066/medvision-mcp

41/100
tools pending

xiaohongshu-mcp

by lozzi1910

Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Little Red Book) via MCP tools.

Lozzi1910/xiaohongshu-mcp

41/100
tools pending

wyt-mcp

by mlmecham

Game master MCP server for a time-loop dungeon RPG, managing game state, dice rolls, and narrative for a wizard-trapped town.

MLMecham/wyt-mcp

41/100
tools pending

FRD Orchestrator

by jorge6242

An MCP server that exposes structured Functional Requirements Documents (FRDs) to enable AI assistants like GitHub Copilot to automatically generate complete NestJS boilerplate architectures. It orchestrates the multi-phase creation of production-ready APIs including core CRUD, database integration, JWT authentication, and unit testing.

jorge6242/boilerplate-nestjs-mcp

41/100
tools pending

AI Software Engineering Team - MCP Multi-Agent System

by elhaweet

Enables users to generate complete, production-ready software projects from simple ideas by coordinating 8 specialized AI agents through the Model Context Protocol.

elhaweet/AI-Software-Engineering-Team-MCP-Multi-Agent-System

41/100
tools pending

qlib-mcp

by lsj210001

An MCP server for the Microsoft Qlib quantitative research platform that enables AI agents to perform financial data queries, factor analysis, and strategy backtesting. It supports A-share and US stock markets through Qlib expressions and built-in analytical tools.

lsj210001/qlib-mcp

41/100
tools pending

MetaTrader 5 MCP Server

by jorgearturoyap-debug

Enables ChatGPT Desktop to interact with MetaTrader 5 for trading, market data access, and trade management via HTTP/ngrok.

jorgearturoyap-debug/metatrader-5-for-Chatgpt-Desktop

41/100
tools pending

Silicopedia MCP Server

by kilyig

An MCP server that enables AI agents to participate in Silicopedia discussions about improving Wikipedia articles. It provides tools for reading, searching, and contributing to structured debates on the MediaWiki platform.

kilyig/silicopedia-mcp

41/100
tools pending

Google Analytics 4 MCP Server

by stucchi

Enables managing Google Analytics 4 properties, data streams, conversions, and running reports using natural language through the Admin and Data APIs.

stucchi/mcp-google-analytics

41/100
tools pending

mcp-server

by joaotoledose

Provides AI-powered tools for querying customer and order analytics, enabling order counting, customer listing by country, and spend calculation.

JoaoToledoSE/mcp-server

41/100
tools pending

Attio MCP Server

by arkel-ai

Provides tools to interact with the Attio API, enabling management of resources in an Attio workspace.

Arkel-ai/attio-mcp-server

41/100
tools pending

MCP Git Analysis Server

by jaz-spec

Analyzes local Git repositories to provide detailed insights into commit statistics, contributor activity, and frequently changed files. It allows users to query repository history and access structured activity data through the Model Context Protocol.

Jaz-spec/alex_mcp_workshop

41/100
tools pending

FlightHunter MCP

by vetlinskiy

A Model Context Protocol (MCP) server that gives Claude the ability to search for cheap flights — including Russian airlines — and present direct booking links.

Vetlinskiy/flighthunter-mcp

41/100
tools pending

mcp-gpu-server

by mesutoezdil

Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools for real-time querying from AI assistants.

mesutoezdil/mcp-gpu-server

41/100
tools pending

beast-baseball

by mw-jeong

MCP server for natural language analysis of baseball league data, enabling team statistics, standings, lineup suggestions, and scouting reports via Claude Desktop.

mw-jeong/beast-baseball

41/100
tools pending

Strava MCP Server

by saxenanurag

Enables AI agents to interact with the Strava API to retrieve athlete statistics and activity data. It provides tools for listing recent activities and fetching detailed information for specific workout sessions.

saxenanurag/strava-mcp

41/100
tools pending

Talos Linux MCP Server

by nosmoht

MCP server for Talos Linux cluster management via the native gRPC API

Nosmoht/talos-mcp-server

41/100
tools pending

自媒体文案助手 MCP Server

by 279458179

提供热点获取、图片分析和成品文案生成等MCP工具,帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。

279458179/wenan-mcp

41/100
tools pending

JMeter MCP Server

by ebadahmed10

Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from result files.

ebadAhmed10/jmeter-mcp

41/100
tools pending

marimo-mcp

by vladisluv12

Auto-discovers running marimo notebooks and exposes tools for reading, editing, and running cells via MCP, supporting both HTTP and VS Code backends.

Vladisluv12/marimo-mcp

41/100
tools pending

Blender MCP Server

by mohammed-saad-riyan

Enables AI agents to fully control Blender through 50+ tools for 3D modeling, animation, materials, and scene management via HTTP endpoints.

Mohammed-saad-riyan/Blender-MCP

41/100
tools pending

Modal MCP Stock Analysis Server

by koyeliaghosh

Provides real-time stock analysis tools including price lookup, comprehensive investment scoring, and company-to-ticker conversion through a MCP interface.

koyeliaghosh/modal-mcp-server

41/100
tools pending

PRPilot MCP Agent

by we1chan

Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, comments, and local git state, and provides next-step suggestions in Chinese.

We1chan/PRPilot

41/100
tools pending

DevBot

by sriram-murugesan

A Flask-based chatbot using Gemini 2.5 Flash and MCP tools to manage GitHub repositories and LinkedIn profiles via natural language.

Sriram-murugesan/MCP_test

41/100
tools pending

ai-distiller-mcp

by axonempire

Provides filesystem access to Claude via the MCP protocol, enabling local file operations through natural language.

axonempire/ai-distiller-mcp

41/100
tools pending

Meyhem

by c5huracan

Agent-native search for MCP servers and web content with outcome ranking.

c5huracan/meyhem

41/100
tools pending

RAGFlow MCP Server

by migoxv

Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.

MigoXV/ragflow-mcp

41/100
tools pending

MCP Search Server

by oleg200447

An MCP server that provides semantic search capabilities by integrating with an OpenSearch-based search service. It enables users to perform complex document searches across multiple indices with support for advanced filtering and robust error handling.

Oleg200447/MCPServer

41/100
tools pending

Pulsar MCP Server

by germain-d

Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector operations.

Germain-D/pulsar-mcp-server

41/100
tools pending

BowenXU0126/aistudio_hw3

by bowenxu0126

Send personalized greetings with optional pirate flair. Compose friendly salutations for any name…

BowenXU0126/aistudio_hw3

41/100
tools pending

FRED

by yifudiao

A local MCP server that gives Claude and other MCP clients access to Federal Reserve Economic Data (FRED) — 800,000+ economic time series covering GDP, inflation, employment, interest rates, and more.

yifudiao/fred-mcp

41/100
tools pending

Meraki MCP Server

by kiskander

Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients with role-based access control.

kiskander/meraki-mcp-server

41/100
tools pending

Gmail MCP Summarizer

by hasanoz07

Enables AI models to fetch and summarize Gmail messages, send emails with attachments, and convert text content into PDFs. It streamlines email-based workflows like automated reporting and task management through the Model Context Protocol.

hasanoz07/mcp-gmail-summarizer

41/100
tools pending

Professor Fit MCP

by wrennnn2

Helps PhD applicants find matching professors by research interests, outputting a ranked table with confidence scores and sources.

Wrennnn2/ProfessorFitMCP

41/100
tools pending

infinihash-kyt-mcp

by infinihash

MCP server for Infinihash KYT providing real-time blockchain transaction monitoring, sanctions screening, and SAR generation. It enables MCP-compatible agents to screen wallets against OFAC SDN and generate compliance cases.

Infinihash/infinihash-kyt-mcp

41/100
tools pending

mysql-mcp

by rajivonai

MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, explaining query plans, inspecting schema, checking health, and running diagnostic playbooks through Claude.

rajivonai/mysql-mcp

41/100
tools pending

fal-mcp

by questsystems-ai

Image generation for Claude using every model on fal.ai, inline in conversations. Supports FLUX Schnell, Ideogram, SDXL, and more with privacy option via Venice.ai.

questsystems-ai/fal-mcp

41/100
tools pending

Xiaohongshu MCP Python

by betars

A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.

betars/xiaohongshu-mcp-python

41/100
tools pending

jobs-mcp-server

by xhrusvin

MCP server that exposes a MongoDB healthcare jobs collection, enabling listing, searching, creating, updating, deleting jobs and getting summary counts.

xhrusvin/jobs-mcp-server

41/100
tools pending

memsearch-mcp

by tadmstr

Provides hybrid vector+BM25+reranker search and index-refresh tools over agent memory stored in markdown files, enabling forge agents to query memory across session, working, and docs tiers without direct file access.

TadMSTR/memsearch-mcp

41/100
tools pending

monospay-mcp

by monospay

Pay per MCP tool call in USDC on Base. Non-custodial settlement, no admin keys, 30 bps fee.

monospay/monospay

41/100
tools pending

Strava MCP Server

by manojanasuri16

Connects Claude or any MCP client to the Strava API v3, enabling access to fitness data such as activities, athletes, clubs, segments, routes, and streams.

manojanasuri16/STRAVA-MCP-SERVER

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