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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

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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.

11,271 MCPs on the index

Page 199 of 226

F/22
2 tools

Gemini Docs MCP Server

Enables users to search and fetch Google's Gemini API documentation directly within an MCP-compliant environment. It provides structured access to guides and references for features like function calling, embeddings, and text generation.

LeomaiaJr/gemini-docs-skills

F/21
tools pending

Astra DB MCP Server

An MCP server for Astra DB workloads

datastax/astra-db-mcp

F/21
23 tools

facebook/memlab

MCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities

facebook/memlab

F/21
tools pending

ChiR24/Unreal_mcp

Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…

ChiR24/Unreal_mcp

F/21
tools pending

gyazo-mcp-server

Official Model Context Protocol server for Gyazo

nota/gyazo-mcp-server

F/21
tools pending

Wallet Mcp

Seamlessly connect your plugin wallet to an LLM—no private key setup required. Developed by TokenPocket.

TP-Lab/mcp-marketplace

F/21
tools pending

Ansvar Automotive Cybersecurity

Automotive cybersecurity standards reference covering R155/R156, ISO 21434, TISAX, and AUTOSAR.

ansvar-systems/automotive-mcp

F/20
38 tools

ServiceNow MCP Server

Enables authenticated interaction with ServiceNow via its REST API using per-user OAuth 2.0 tokens. It provides tools for managing incidents, tasks, knowledge articles, and service catalog requests while maintaining user-specific permissions.

windoze95/servicewow-mcp

F/20
20 tools

Maheidem/waha-mcp-server

MCP server for WhatsApp messaging via WAHA REST API

Maheidem/waha-mcp-server

F/20
6 tools

gemini-mcp-tool

MCP server for Gemini CLI integration

jamubc/gemini-mcp-tool

F/20
2 tools

Hono MCP Server

Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to interact with your API routes through a dedicated MCP endpoint. It provides helpers to describe routes and includes a codemode for dynamic API interaction via search and execute tools.

mattzcarey/hono-mcp-server

F/19
tools pending

File MCP

WIP MCP server for file management.

mattlemmone/file-mcp

F/19
tools pending

Browserbase

Automate web browsers remotely on a cloud environment.

browserbase/mcp-server-browserbase

F/19
tools pending

MCP Snowflake Reader

A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Python and the official Snowflake SDK.

fnf-deepHeading/mcp-snowflake-reader

F/19
11 tools

puppeteer-real-browser-mcp-server

MCP server for puppeteer-real-browser

withLinda/puppeteer-real-browser-mcp-server

F/19
tools pending

docusaurus-plugin-mcp-server

A Docusaurus plugin that exposes an MCP server endpoint for AI agents to search and retrieve documentation

scalvert/docusaurus-plugin-mcp-server

F/19
tools pending

Memos MCP Server

A Model Context Protocol (MCP) server for Memos API with search, create, retrieve, and tag listing capabilities.

stephen9412/memos-mcp-server

F/19
tools pending

voice-mcp-server

An MCP server to allow LLMs to speak and listen via bidirectional voice loops

erickvs/voice-mcp-server

F/19
tools pending

Infomate

Fetches and summarizes curated tech news from infomate.club/vas3k by parsing HTML content to extract articles from multiple feeds like Hacker News, Techmeme, GitHub, Reddit, and Pinboard, grouping them by source and generating keyword-based summaries in structured markdown format.

agudulin/infomate-mcp

F/19
tools pending

Reddit MCP Server

Enables read-only access to Reddit for searching posts within specific subreddits using OAuth2 authentication. It allows users to search by query and sort results by relevance, popularity, or date.

enisze/reddit-mcp

F/19
39 tools

inscada-app/ins-mcp-desktop-extension

inSCADA MCP Server — SCADA operations via MCP protocol

inscada-app/ins-mcp-desktop-extension

F/19
11 tools

agentmail-mcp

AgentMail MCP Server

agentmail-to/agentmail-mcp

F/19
8 tools

etheaven/codex-mcp-server

MCP server for Codex CLI integration

etheaven/codex-mcp-server

F/19
tools pending

eMCP

A framework for building simple MCP servers with custom middleware

joeymeere/emcp

F/19
tools pending

Pangea MCP Server

A Model Context Protocol (MCP) server that provides integration with Pangea APIs

pangeacyber/pangea-mcp-server

F/19
tools pending

Codify MCP

Easily create custom reusable automation tools from casual browser actions using Apify Agent. Automate workflows by running your recorded actions turned into MCP tools.

cybairfly/codify-mcp

F/19
tools pending

HubSpot MCP Server

hubspot-mcp-server typescript

Meerkats-Ai/hubspot-mcp-server

F/19
29 tools

mcp-server-devonthink

MCP server that provides access to DEVONthink

dvcrn/mcp-server-devonthink

F/19
tools pending

Excel MCP Server

Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets through a dedicated Model Context Protocol interface.

kousunh/Excel-mcp-server

F/18
30 tools

OpenStreetMap MCP Server

A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenStreetMap data analysis. It enables AI assistants to search for locations, calculate travel routes, and perform quality assurance checks on map data.

GRABOSM/osm-mcp

F/18
5 tools

sellthenews-mcp

A read-only MCP server that provides access to financial news, Wall Street Bets sentiment analysis, and detailed options data from sellthenews.org. It enables LLMs to retrieve real-time news feeds, search historical data, and analyze options chains or Greek exposure for specific tickers.

swl007007/sellthenews_MCP

F/18
13 tools

KHU Notebook Research Assistant

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

drtagkim/khunotebooklmmcp

F/18
41 tools

ClickUp MCP Server

Enables AI assistants to interact directly with the ClickUp REST API v2 for managing tasks, folders, and lists. It supports full workspace hierarchy management, time tracking, and task operations through natural language.

smeric28/clickup-mcp

F/18
5 tools

C411 MCP Server

Enables searching torrents, fetching metadata, and downloading torrent files from c411.org. It provides tools for accessing torrent comments and detailed infoHash metadata while maintaining authenticated sessions.

julien-nc/mcp-server-c411

F/18
27 tools

isnow890/data4library-mcp

책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가능 여부를 즉시 확인 굳이 도서관…

isnow890/data4library-mcp

F/17
tools pending

Playwright MCP HTTP Server

Provides browser automation capabilities via HTTP endpoints by wrapping the official Playwright MCP package, enabling serverless deployments and cloud environments where STDIO-based communication is not possible.

mcpmessenger/playwright-mcp

F/17
1 tools

kevinwatt/mcp-server-searxng

MCP server for SearXNG meta search integration

kevinwatt/mcp-server-searxng

F/17
tools pending

Frida MCP Server

A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit to AI agents for process management, script injection, and memory operations. It provides over 50 tools to interact with local and mobile devices, enabling advanced capabilities like function hooking and memory analysis.

dryfryce/frida-mcp

F/17
tools pending

BerryRAG

A local vector database RAG system that integrates with Playwright MCP for web scraping, enabling users to build searchable knowledge bases from web content with multiple embedding providers and Claude-optimized context formatting.

berrydev-ai/berry-rag

F/17
tools pending

Gmail MCP Server

A Model Context Protocol server that enables AI assistants to search, read, and send emails with attachment support through the Gmail API. It also provides tools for comprehensive label management and uses secure OAuth2 authentication for mailbox access.

SolonaBot/gmail-mcp

F/17
tools pending

Eventbrite MCP Server

A multi-tenant Model Context Protocol server that provides a secure interface to the Eventbrite API using Firebase authentication. It enables structured interaction with Eventbrite tools for event management while maintaining platform-managed credentials.

prmichaelsen/eventbrite-mcp-server

F/17
tools pending

RSS Reader

Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full article content for clean, distraction-free reading. Save or analyze articles in a consistent, structured format.

kwp-lab/rss-reader-mcp

F/17
tools pending

GraphRAG Llama Index MCP Server

Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.

T-NhanNguyen/graphRAG-LlamaIndex

F/17
tools pending

Android Tester MCP

An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.

zhenweiwang1990/android-tester-mcp

F/16
94 tools

Fusebase MCP Server

Enables AI assistants to manage Fusebase workspaces by providing 46 tools for handling pages, tasks, folders, and organizational administration. It features a two-tier tool system and secure session management using reverse-engineered internal endpoints.

ryan-haver/fusebase-mcp

F/16
13 tools

dingtalk-wiki-mcp

Enables AI agents to read, browse, and create DingTalk Wiki content, including workspaces, folders, documents, and mind maps. It complements the official DingTalk MCP by providing comprehensive document and workspace management capabilities.

ianen/dingtalk-wiki-mcp

F/16
tools pending

Grep App MCP Server

Enables powerful code search across millions of public GitHub repositories using grep.app API, with capabilities to discover code examples, retrieve specific files, and batch fetch multiple files for learning from open source projects.

ai-tools-all/grep_app_mcp

F/15
tools pending

offorte/offorte-mcp-server

Offorte MCP Server

offorte/offorte-mcp-server

F/15
tools pending

Cursor IDE

Capable of controlling and pulling from Cursor IDE, powering development workflows.

buga-luga/cursor-mcp

F/15
tools pending

axiomhq/mcp

List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.

axiomhq/mcp

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