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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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Behavior Verified

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.

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.

39,570 MCPs on the index

Page 766 of 792

43/100
tools pending

lumina-docs

by gaozyun

A structured document management system using MCP protocol to handle large requirement documents by modularizing content, enabling token-efficient queries and consistency through hierarchical nodes and metadata.

GaoZYun/lumina-docs

43/100
tools pending

San Diego GIS MCP

by codeforanchorage

Serves SANDAG/SanGIS regional GIS data from SANDAG's ArcGIS Enterprise portal, enabling natural-language queries for parcels, floodplains, address points, transit, land use, and hundreds of other layers.

codeforanchorage/sandiego-gis-mcp

43/100
tools pending

Kalshi MCP Server

by yakub268

Enables users to search, analyze, and trade on Kalshi prediction markets directly through MCP-compatible clients. It supports portfolio management, market data retrieval, and limit order execution with production-grade authentication and rate limiting.

yakub268/kalshi-mcp

43/100
tools pending

NutriRef

by younghef

USDA nutrition API optimized for AI agents. x402 + USDC on Base

Younghef/nutriref-api

43/100
tools pending

magg

by sitbon

Magg: The MCP Aggregator

sitbon/magg

43/100
tools pending

GOV UK Search

by paulieb89

MCP server for GOV.UK — search, content retrieval, organisation lookup, and postcode resolution.

paulieb89/govuk-mcp

43/100
tools pending

mcp-steam

by obrien-matthew

MCP server for Steam that enables LLM agents to manage gaming libraries, achievements, stats, and discover store content through 20 tools.

obrien-matthew/mcp-steam

43/100
tools pending

mcp-firefox

by murphysean

Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevTools capabilities (JS evaluation, navigation, screenshots, network capture) as tools for LLMs via MCP.

murphysean/mcp-firefox

43/100
tools pending

vnc-mcp

by goal31121

vnc-mcp allows MCP-compatible LLMs to interact with any desktop accessible over VNC

goal31121/VNC-MCP

43/100
tools pending

spine-anim-mcp

by k-ulucay

An MCP server that converts layered PSD characters into Spine 4.2 rigs with deterministic, parametric 2D/2.5D animations (idle, walk, run, jump, attack, hit) ready for the Spine editor and Unity.

K-ulucay/spine_anim_mcp

43/100
tools pending

schoology-mcp

by dajun666

An MCP server that automates login to PAUSD Schoology via ClassLink and provides tools to fetch grades, upcoming assignments, and recent posts.

dajun666/schoology-mcp

43/100
tools pending

Charles MCP Server

by tianhetonghua

Enables AI agents to interact with Charles Proxy for HTTP traffic analysis, supporting incremental harvest, checkpoint timelines, and rich filtering tools.

tianhetonghua/Charles-mcp-server

43/100
tools pending

OmniPlan MCP Server

by cygnusyang

Enables Claude to read and analyze project schedule files in OmniPlan (.oplx) and Microsoft Project (.mpp) formats, answering questions about tasks, milestones, resources, and progress.

cygnusyang/omniplan-mcp

43/100
tools pending

mem0-mcp

by olk

MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

olk/mem0-mcp-server

43/100
tools pending

keyscope-mcp

by antercreeper

AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents control Keysight EDUX1052G oscilloscopes via a compact DSL.

AnterCreeper/keyscope-mcp

43/100
tools pending

3DP MCP Server

by brs077

Enables Claude to create 3D-printable CAD models using build123d, with tools for modeling, modification, analysis, and publishing to platforms like Thingiverse and GitHub.

brs077/3dp-mcp-server

43/100
tools pending

Superset MCP

by ponderedw

Enables natural language querying and management of Apache Superset dashboard metadata, including user activity, data lineage, and change tracking.

ponderedw/superset-mcp

43/100
tools pending

Weather-MCP-Server

by abhishekraj0037

Provides weather intelligence as MCP tools (current weather, forecast, air quality, UV index, alerts) with agentic orchestration, memory, and citation-grounded RAG.

AbhishekRaj0037/Weather-MCP-Server

43/100
tools pending

GEPA MCP Server

by developzir

Implements the Genetic-Evolutionary Prompt Architecture for automatic prompt optimization, providing tools to optimize, quickly improve, and contextually adapt prompts.

developzir/gepa-mcp

43/100
tools pending

Shortcut Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Shortcut's tools and services through a unified API.

universal-mcp/shortcut

43/100
tools pending

FactorHub MCP Server

by michaelfeng

A China A-share market data MCP server that enables AI agents to query factor data, market quotes, valuations, and run strategy backtests.

michaelfeng/factorhub-mcp

43/100
tools pending

garmin-mcp

by aural-psynapse

Enables users to access and analyze Garmin Connect data through natural language, supporting multi-user setups, SQLite-backed history, and optional remote access via Cloudflare Tunnel.

aural-psynapse/garmin-mcp

43/100
tools pending

ClamAV Virus Scanner

by a2amarket

Provides virus scanning capabilities for files by integrating with the ClamAV antivirus engine, enabling secure validation of file safety before processing.

a2amarket/mcp-clamav

43/100
tools pending

verify-action

by armada735

Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free third-party verification API for AI agents. Call verify_action(claim, evidence) to get an independent integrity check on whether your claimed action matches the actual evidence. Useful for catching silent failures: incorrect SQL operations, file-op mismatches, API call inconsi

Armada735/verify-action-mcp

43/100
tools pending

nox-mcp

by rvforest

An MCP server that enables AI assistants to discover and execute Nox sessions for project automation tasks like testing, linting, and building. It provides tools to list available sessions and run them using specific Python versions, tags, or keyword expressions.

rvforest/nox-mcp

43/100
tools pending

ropey

by andrewesweet

Enables coding agents to perform safe, project-wide Python refactoring (rename, move, extract, inline, change signature, organize imports, etc.) with a dry-run safety contract and LSP-coordinate addressing.

andrewesweet/ropey

43/100
tools pending

mcp-feedback-pipe

by elemtran

Web-based feedback collection tool for MCP environments with Markdown, Mermaid charts, and image upload support.

ElemTran/mcp-feedback-pipe

43/100
tools pending

AI Interaction Tool

by khaihuynhvn

An MCP server that provides an interactive PyQt5 UI for enhanced model communication, featuring multi-image management, file attachments, and customizable cognitive performance modes. It enables users to input complex content and manage workspace assets through a structured, tag-based output format.

KhaiHuynhVN/MCP-Server_AI-interaction

43/100
tools pending

karellen-rr-mcp

by karellen

Enables LLM-powered debugging with rr reverse execution, allowing record and replay of program execution via GDB/MI for forward and reverse state inspection.

karellen/karellen-rr-mcp

43/100
tools pending

py-todoist-mcp

by chris-jelly

A Python MCP server that enables AI assistants to manage Todoist tasks and projects through the Model Context Protocol. It supports full CRUD operations for tasks and projects, including support for nested projects and Todoist's advanced filter syntax.

chris-jelly/py-todoist-mcp

43/100
tools pending

re-winedbg

by heretek-re

Enables headless debugging of Windows executables from Linux/macOS hosts by orchestrating winedbg's gdbserver and a GDB client, exposing 19 tools for launch, attach, breakpoints, stepping, register/memory access, and session lifecycle.

Heretek-RE/re-winedbg

43/100
tools pending

Google-Calendar Universal MCP

by universal-mcp

Enables interaction with Google Calendar through a unified MCP API for managing events, calendars, and related tools.

universal-mcp/google-calendar

43/100
tools pending

AIMLPM/markcrawl

by aimlpm

Crawl any website into clean Markdown, search through pages, read full content, and extract structured data using OpenAI, Claude, Gemini, or Grok — with auto-citation and resume support.

AIMLPM/markcrawl

43/100
tools pending

Wisp AI Assistant MCP Server

by sunnylich

Wisp AI Assistant MCP Server is a local MCP server that gives trusted AI clients read-only desktop context through Wisp: selected text, clipboard contents, active-window details, visible browser-page text, and screen snippets.

SunnyLich/Wisp-AI-Assistant

43/100
tools pending

mcp-apple-obsidian

by rex

A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It provides extensive tools for interacting with Obsidian vaults, notes, and application state through AppleScript, URI schemes, and direct file system access.

rex/mcp-apple-obsidian

43/100
tools pending

ansys-aedt-mcp

by laplaceyoung

Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc.) using MCP tools for simulation automation.

LaplaceYoung/ansys-aedt-mcp

43/100
tools pending

Backup AI MCP

by csoai-org

Backup AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/backup-ai-mcp

43/100
tools pending

AutoCAD MCP Server

by porta048

Enables users to control AutoCAD, GstarCAD, or ZWCAD through natural language via Claude Desktop. It provides tools for drawing geometric shapes, adding text and dimensions, and managing CAD files using the Windows COM interface.

Porta048/AutoCad-MCP

43/100
tools pending

agent immune

by denial-web

Adaptive security for AI agents: assess inputs for prompt injection, scan outputs for credential/PII leaks, teach new attack patterns to semantic memory, harden prompts, and monitor metrics. Runs locally via MCP stdio.

denial-web/agent-immune

43/100
tools pending

wwise-mcp

by linnn-nb

Enables natural language control of Wwise audio middleware, allowing project auditing, batch editing, event creation, and reference checking through conversational interaction.

linnn-nb/wwise-mcp

43/100
tools pending

memory-mcp

by isaacriehm

A self-organizing, persistent semantic memory layer that enables AI agents to store, categorize, and retrieve information using hybrid vector and keyword search. It features autonomous chunking, deduplication, and hierarchical taxonomy management through a PostgreSQL-backed MCP server.

isaacriehm/memory-mcp

43/100
tools pending

Bluetooth Specifications MCP Server

by lmolina

Enables natural language search over Bluetooth specification PDFs with hybrid search (BM25 + semantic embeddings), returning precise answers with citations.

lmolina/mcp-bluetooth-specification

43/100
tools pending

Facts By API Ninjas MCP Server

by bach-ai-tools

Enables users to retrieve random interesting facts from the Facts By API Ninjas API. It supports fetching multiple facts at once through a simple limit parameter via the Model Context Protocol.

BACH-AI-Tools/facts_by_api_ninjas

43/100
tools pending

BlenderMCP

by opslon

Connects Claude AI to Blender via the Model Context Protocol to enable prompt-assisted 3D modeling, scene creation, and object manipulation. It allows users to control Blender through natural language for tasks such as modifying materials, inspecting scenes, and executing custom Python code.

opslon/blender-mcp-optimized

43/100
tools pending

TaobaoScraper MCP Server

by jhongjun1981

An MCP server for scraping product data from Taobao/Tmall and JD.com, providing 8 tools for scraping, task management, notifications, and system control.

jhongjun1981/taobao-scraper-mcp

43/100
tools pending

Sports Trading Card Agent

by rjexile

Real-time sports card pricing, market analysis, arbitrage detection, grading ROI, investment advice, and player stats (NBA/NFL/MLB). 9 tools for AI agents helping collectors and investors.

rjexile/sports-card-agent

43/100
tools pending

CLS MCP Server

by tinker-lgd2026

Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CLS), enabling log analysis, PromQL metrics queries, and resource management. It allows AI assistants to perform CQL/SQL retrieval, manage alarm strategies, and handle data processing tasks with tiered permission controls.

Tinker-LGD2026/cls-mcp-server

43/100
tools pending

IP-MCP

by kitepon-rgb

Enables natural language access to Japanese patent information through the JPO API, allowing users to query patent data directly from Claude Desktop or Claude Code.

kitepon-rgb/IP-MCP

43/100
tools pending

Event Planning AI MCP

by csoai-org

Event Planning AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/event-planning-ai-mcp

43/100
tools pending

Lodgify MCP Server

by fast-transients

Enables interaction with the Lodgify vacation rental API to manage properties, bookings, and calendar data. It provides tools for retrieving property details, creating or updating bookings, and monitoring rental availability.

Fast-Transients/lodgify-mcp-server

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