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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.

6,236 MCPs on the index

Page 14 of 125

D/55
29 tools

chrome-devtools-mcp

MCP server for Chrome DevTools

ChromeDevTools/chrome-devtools-mcp

D/55
66 tools

CNCjs MCP Server

Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.

brs077/CNC-design-control-MCP

D/55
21 tools

bytedance/UI-TARS-desktop

MCP server for browser use access

bytedance/UI-TARS-desktop

D/55
tools pending

ArcadeDB MCP Server

Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

ArcadeData/arcadedb

D/55
1 tools

GitHub

Provides a robust GitHub API bridge using TypeScript and Zod, enabling developers to automate repository operations through conversational interactions.

upstreetai/ia-mcp

D/55
5 tools

mockhero

Generate realistic relational test data with 156 field types, 22 locales, and foreign key integrity. One API call seeds your entire database.

dinosaur24/mockhero

D/55
18 tools

deepl-mcp-server

MCP server for DeepL translation API

DeepLcom/deepl-mcp-server

D/55
1 tools

PDF MCP Server

Enables LLMs to read and extract content from PDF files with high-fidelity LaTeX recognition and layout awareness using a Python-based extraction engine. It includes a robust Node.js fallback and supports page range filtering for efficient processing of large documents.

wowuz/mcpPdf

D/55
tools pending

ContextForge MCP Gateway

A comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.

IBM/mcp-context-forge

D/55
2 tools

assistant-ui/assistant-ui

MCP server for assistant-ui documentation and examples

assistant-ui/assistant-ui

D/55
tools pending

MemOS Memory Management

MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.

MemTensor/MemOS

D/55
18 tools

Manifold Markets

Integrates with Manifold Markets prediction markets, enabling market search, analysis, betting, and portfolio management with precise limit orders and advanced filtering.

bmorphism/manifold-mcp-server

D/54
5 tools

Website Builder MCP Server

An MCP server for automated website generation that transforms Excel spreadsheets and structured data into responsive portfolios, catalogs, and directories. It enables users to create complete websites, add pages, and generate components through natural language and template-based integration.

pmkhairnarr/website-builder-mcp

D/54
16 tools

MediaWiki MCP Server

Enables LLM clients to interact with any MediaWiki wiki, supporting page creation/editing, search, file uploads, category browsing, and page history retrieval. Supports multiple wikis with OAuth2 or bot password authentication for both public and private wikis.

cryptograss/pickipedia-mcp

D/54
16 tools

NGSS Standards Explorer

Search and retrieve NGSS standards by code, domain, or topic. Explore three-dimensional components (SEPs, DCIs, and CCCs) and discover related standards by shared practices, concepts, or core ideas. Plan cohesive curriculum units with suggestions for compatible standards.

Sallvainian/ngss-mcp

D/54
2 tools

Flappy Bird MCP App

Provides a fully playable Flappy Bird game that runs inline within AI chat clients. It enables users to launch the game, submit scores, and track session high scores using Model Context Protocol tools.

sin4ch/flappy-bird-mcp

D/54
5 tools

AI Meta MCP Server

A dynamic MCP server that allows AI to create and execute custom tools through a meta-function architecture

alxspiker/ai-meta-mcp-server

D/54
2 tools

aica - AI Code Analyzer

aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.

dotneet/aica

D/54
1 tools

Spreadsheet Remote MCP Server

Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, supporting reading, writing, and creating spreadsheets via a remote MCP server using SSE.

MasahiroOkamura-MAC/spreadsheet_local_mcp_server

D/54
4 tools

TripGo MCP Server

Provides access to the TripGo API for multi-modal trip planning, public transport departures, and transport-related location searches. It enables users to calculate routes and retrieve travel information through the Model Context Protocol.

skedgo/tripgo-mcp-server

D/54
142 tools

mcp-server-backlog

MCP Server for backlog

kazuhideoki/mcp-server-backlog

D/54
23 tools

MCP DevOps Plan Server

Enables work item management in DevOps Plan systems, allowing users to create, retrieve, filter, and delete work items, as well as manage applications, projects, components, and work item types through natural language.

mrchris2000/mcp-devops-plan

D/54
1 tools

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose tools with interactive React-based UI widgets, demonstrating anime search functionality using the Jikan API.

khandrew1/mcp-app-doom

D/54
26 tools

evmscope

Description: EVM blockchain intelligence toolkit for AI agents. 20 tools for token prices, gas comparison, swap quotes, yield rates, honeypot detection, and transaction simulation across 5 EVM chains. Zero config, no API keys required.

calintzy/evmscope

D/54
6 tools

MCP Gemini Server

This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse.

bsmi021/mcp-gemini-server

D/54
18 tools

smaregi-mcp

Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.

fujioka0729/smaregi-mcp

D/54
34 tools

BPS MCP Server

Enables AI clients to access official Indonesian statistical data from Badan Pusat Statistik (BPS) through natural language queries. It provides over 20 tools for retrieving demographic, economic, and trade data with support for bilingual responses and fuzzy domain matching.

setiapam/bps-mcp-server

D/54
32 tools

Airtable MCP Server

Provides comprehensive access to the Airtable Web API, enabling AI assistants to create and manage bases, tables, fields, records, views, and webhooks with support for 25+ field types, batch operations, and enterprise features.

loticdigital/airtable-mcp

D/54
50 tools

Enhanced Obsidian MCP Server

Enables seamless integration between AI models and Obsidian knowledge bases with 25 advanced tools for note management, intelligent search, AI-powered content analysis, auto-linking, tag management, template systems, and knowledge graph generation.

jianruidutong/obsidian-mcp

D/54
7 tools

Anki Connect MCP Server

Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.

sergey-mamulchenko/anki-mcp

D/54
16 tools

edstem-mcp

Exposes the full Ed Discussion API to MCP clients, enabling users to manage threads, comments, and course activity through natural language. It provides comprehensive tools for searching and posting content, featuring automatic conversion from markdown to Ed's internal XML format.

rob-9/edstem-mcp

D/54
3 tools

MCP Image Extractor

MCP server which allow LLM in agent mode to analyze image whenever it needs

ifmelate/mcp-image-extractor

D/54
23 tools

Metrx MCP Server

An MCP server for Metrx — provides tools for construction, healthcare, logistics, manufacturing, and legal mid-market businesses to query and analyze their operational data via AI.

metrxbots/mcp-server

D/54
1 tools

mcp-model-proxy

A minimal local MCP server that wraps any Claude Messages API-compatible upstream into a unified ask_model tool. It enables MCP clients to interact with these models through a standard tool interface using stdio transport.

jfdjaf/claude-model-mcp

D/54
20 tools

Eufy RoboVac

Integrates with Eufy RoboVac devices through local network discovery to provide complete vacuum control including cleaning operations, configuration management, status monitoring, and device location features.

appleton/sam

D/54
1 tools

nspady/google-calendar-mcp

Google Calendar MCP Server with extensive support for calendar management

nspady/google-calendar-mcp

D/54
1 tools

XMind Generator MCP

An MCP server that enables users to generate structured XMind mind maps with hierarchical topics, notes, and labels through natural language. It features automatic file saving to the local Documents folder and can automatically open generated maps in the XMind application.

Y1L1N10/liyilin-xmind-generator-mcp

D/54
10 tools

krzysztofsurdy/sniffo

MCP server for Sniffo codebase knowledge graph

krzysztofsurdy/sniffo

D/54
1 tools

Google Calendar MCP Server

Enables interaction with Google Calendar services through the Model Context Protocol using a Service Account. It allows MCP-compatible clients to manage calendar events and integrate calendar data via the Google Calendar API.

despinozap/mcpserver_google-calendar

D/54
14 tools

UI Preset MCP Server

Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.

ncsound919/OG-Glass

D/54
11 tools

Shopify Store MCP Server

Enables AI agents to interact with live Shopify stores through Admin and Storefront APIs for tasks like GraphQL execution, bulk operations, and file uploads. It includes built-in rate limiting and operation logging to manage store data and schema discovery securely.

Brahim-Benzarti/Shopify_store-MCP

D/54
7 tools

Google Tasks MCP Server

Integrates with Google Tasks to enable searching, listing, creating, updating, and deleting tasks through MCP tools. It provides a comprehensive interface for managing task lists and individual task details via the Google Tasks API.

tonywmnix/gtasks-mcp-cf

D/54
6 tools

mcp-fred

An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providing access to over 800,000 economic time series like GDP and unemployment. It enables AI agents to search for data, retrieve metadata, and fetch historical observations directly from the St. Louis Fed.

PetrefiedThunder/mcp-fred

D/54
3 tools

PortOne Global MCP Server

Enables searching and reading of PortOne documentation, including OpenAPI schemas and product guides, through the Model Context Protocol. It allows AI agents to easily access and integrate payment-related technical specifications into their workflows.

iamport-intl/portone-global-mcp-server

D/54
5 tools

DayuanJiang/next-ai-draw-io

MCP server for Next AI Draw.io - AI-powered diagram generation with real-time browser preview

DayuanJiang/next-ai-draw-io

D/54
2 tools

Agent Never Give Up

Structured thinking tools to help coding agents recover from stuck states

askman-dev/agent-never-give-up-mcp

D/54
1 tools

Hacker News MCP Server

Hacker news MCP server

pskill9/hn-server

D/54
23 tools

Dex MCP Server

A Model Context Protocol (MCP) server for comprehensive contact relationship management through the Dex API

alpabon73/dex-mcp-server

D/54
1 tools

figmad-mcp

Enables AI agents to interact with Figma to create, read, and manage designs using the Figma REST API and a dedicated plugin. It supports advanced features like UI generation from text, webpage reconstruction in Figma, and design token synchronization with codebases.

toro1221/figmad-mcp

D/54
5 tools

MCP WebSearch Server

Enables web searching via Google Search and AI Mode, plus advanced web scraping capabilities including content extraction in multiple formats, link extraction, and batch scraping of multiple URLs.

galangw/mcp-websearch

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