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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.

22,683 MCPs on the index

Page 368 of 454

53/100 Behavior
tools pending

TextIn OCR MCP

by intsig-textin

TextIn.com 官方OCR MCP Server,\n支持快速识别文档中的ocr文字,转换文档为markdown,智能识别文档中的关键信息。

intsig-textin/textin-mcp

53/100
tools pending

TickTick MCP Server

by shidhincr

A Model Context Protocol (MCP) server for TickTick task management application

shidhincr/ticktick-mcpserver

53/100
2 tools

Figma MCP Server

by knightwxch

Enables Cursor to access Figma design data via MCP, allowing it to fetch simplified layout and styling information to accurately implement designs from Figma files.

Knightwxch/GLips_Figma-Context-MCP

53/100
tools pending

AI-Gateway

by azure-samples

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

Azure-Samples/AI-Gateway

53/100
tools pending

defeatbeta-api

by defeat-beta

Defeatbeta API is an open-source alternative to Yahoo Finance's market data APIs, designed to provide reliable and high-performance financial data.

defeat-beta/defeatbeta-api

53/100
6 tools

WalletMCP - Solana Blockchain MCP Server

by paulfruitful

A Simple MCP Server For Interacting With Solana Wallets

paulfruitful/WalletMCP

53/100
18 tools

MCP Bun Server

by carlosedp

Provides AI assistants with powerful tools to execute, optimize, and manage JavaScript/TypeScript projects using the Bun runtime.

carlosedp/mcp-bun

53/100
tools pending

XHS-Downloader

by joeanamier

小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件

JoeanAmier/XHS-Downloader

53/100
tools pending

figma-mcp-server

by karthiks3000

Enables Claude AI to extract design information from Figma files and create or update designs via a Figma plugin, supporting both readonly and write modes.

karthiks3000/figma-mcp-server

53/100
9 tools

TickTick MCP Server

by rafliruslan

MCP server for TickTick integration

rafliruslan/ticktick-mcp-server

53/100
1 tools

MCP-OS · Model Context Protocol Orchestration System

by giao-123-sun

MCP‑OS fetches just the MCPs your task needs, cutting prompt bloat and toggling servers on‑demand for a lean, secure toolset.

giao-123-sun/MCP-OS

53/100
tools pending

Auto-claude-code-research-in-sleep

by wanshuiyin

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

wanshuiyin/Auto-claude-code-research-in-sleep

53/100
tools pending

fastapi_mcp

by tadata-org

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

tadata-org/fastapi_mcp

53/100
7 tools

Anki MCP Server

by ethangillani

Anki MCP Server to allow LLMs to create and manage Anki decks via Anki Connect

ethangillani/Anki-MCP-Server

53/100
tools pending

Test Neon MCP Server in React Server Components

by pauliescanlon

RSC Demo using Neon's MCP Server and Waku ⛩️

PaulieScanlon/test-neon-mcp-server-waku

53/100
tools pending

google-ads-mcp

by googleads

MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.

googleads/google-ads-mcp

53/100
tools pending

rulego

by rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

rulego/rulego

53/100
1 tools

Meme MCP Server

by haltakov

A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API

haltakov/meme-mcp

53/100
20 tools

Notion MCP Server

by joonhuang

Enables interaction with Notion databases and pages via the Notion API. Allows searching, reading, and writing to Notion through natural language.

joonhuang/notion-mcp

53/100
tools pending

stackql

by stackql

Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.

stackql/stackql

53/100
tools pending

🚀 Operative.sh Web QA Agent MCP Server

by operative-sh

An MCP server that evaluates web applications.

Operative-Sh/web-agent-qa

53/100
tools pending

Database Gateway

by centralmind

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

centralmind/gateway

53/100
tools pending

paper-search-mcp

by openags

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

openags/paper-search-mcp

53/100
tools pending

paperbanana

by llmsresearch

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

llmsresearch/paperbanana

53/100
tools pending

scira-mcp-chat

by zaidmukaddam

A minimalistic MCP client with a good feature set.

zaidmukaddam/scira-mcp-chat

53/100
tools pending

davinci-resolve-mcp

by samuelgursky

MCP server integration for DaVinci Resolve Studio

samuelgursky/davinci-resolve-mcp

53/100
tools pending

Haft

by m0n0x41d

Haft is an MCP server that enforces engineering discipline for AI-assisted software delivery, providing tools for problem framing, decision contracts, and commission-based execution harnesses.

m0n0x41d/haft

53/100
3 tools

Solana Docs

by aldrin-labs

Fetches and parses Solana blockchain documentation, enabling real-time access to development information for accurate query responses and blockchain-related assistance.

aldrin-labs/solana-docs-mcp-server

53/100
tools pending

toolhive

by stacklok

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

stacklok/toolhive

53/100
1 tools

webhook-mcp

by noobnooc

An MCP server that sends webhook notifications to a configured URL, enabling AI assistants to notify users when long-running tasks complete.

noobnooc/webhook-mcp

53/100
tools pending

Google Maps MCP Server

by moe03

Simplest remote MCP server implementation

Moe03/mcp-hello-world

53/100
3 tools

Ethereum RPC MPC Server

by kemperino

An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC calls, enabling natural language queries for block numbers, balances, transactions, and smart contract data.

Kemperino/ethereum-rpc-mpc

52/100
6 tools

Microsoft Fabric MCP Server

by snahrup

Enables AI assistants to interact with Microsoft Fabric and Power BI services through the Model Context Protocol. Users can manage workspaces, execute DAX queries, refresh datasets, and create Fabric notebooks using natural language.

snahrup/microsoft-fabric-mcp

52/100
3 tools

danijeun/fanar-mcp-server

by danijeun

A Model Context Protocol server for Fanar API tools: Islamic RAG, image generation, and translation.

danijeun/fanar-mcp-server

52/100
9 tools

GHL MCP Server

by mnewby20305

Enables Claude to manage GoHighLevel CRM contacts, pipelines, and workflows through natural language commands.

mnewby20305/nppw-ghl-mcp

52/100
tools pending

Metabase MCP Server

by thangnm93

Provides AI assistants with full access to Metabase analytics platform, enabling dashboard and card management, database queries, and schema operations through natural language.

thangnm93/metabase-mcp-server

52/100
tools pending

Context3D MCP Server

by context3d

Enables AI-powered 3D model generation from text and images with PBR textures, supporting blockchain authentication and MCP integration.

Context3D/context3d-model-mcp-server

52/100
5 tools

Amazon Advertising

by amekala

Integrates with Amazon Advertising API to provide marketers direct access to advertiser accounts, listings, and performance data through a simple command-line interface requiring only an API key for authentication.

amekala/adspirer-mcp-server

52/100
tools pending

InSite

by jowharshamshiri

A comprehensive browser automation MCP server using Playwright, offering 50+ tools for page control, element interaction, content extraction, and more across multiple browser engines.

jowharshamshiri/insite

52/100
tools pending

youtube-transcript-mcp

by ergut

The first remote MCP server that enables Claude AI to extract transcripts from YouTube videos with zero-setup access on any platform, including mobile.

ergut/youtube-transcript-mcp

52/100
tools pending

Sentry Sensei MCP

by freddie-manatal

Integrates Sentry error tracking and JIRA project management APIs, enabling users to query organizations, projects, and issues from Sentry, and retrieve or update JIRA ticket information through natural language.

freddie-manatal/sentry-sensei-mcp

52/100
5 tools

MCP-Claude Code Bridge

by sobieskicodes

Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks like creating React apps, building APIs, and debugging scripts while maintaining interaction through the Desktop interface.

SobieskiCodes/claude-desktop-mcp-to-claude-agent

52/100
28 tools

HUTB Simulator MCP Server

by changchujun

Enables AI interaction with embodied humans, autonomous vehicles, and drones through the HUTB simulator. Supports voice/chat control, weather conditions, perspective switching, and recording features.

changchujun/MCP-

52/100
14 tools

fiverr-mcp

by marwankous

Enables AI assistants to manage Fiverr seller accounts directly from the browser session. Supports gig management, order tracking, messaging, analytics, and profile updates without API keys.

marwankous/fiverr-mcp

52/100
28 tools

finhay-mcp-server

by finhay

Enables querying real-time stock prices, gold, crypto, interest rates, portfolio data, and financial analysis from Finhay Securities via Claude AI.

finhay/mcp-server

52/100
4 tools

reversi-mcp-ui

by mfukushim

This is a simple Reversi game that uses MCP-UI. > Note: Currently, there is no MCP client that fully supports MCP-UI UI Actions, Therefore, please specify the coordinates of the stone position in text (e.g. A1 or H6). However, its greatest feature is that **"the rules of Reversi are decided by the MCP, making it difficult for the AI to cheat the rules of the game."** Because Reversi is simple, AI rarely cheats the game rules, but it's known that AI often cheats when playing more complex games

mfukushim/reversi-mcp-ui

52/100
1 tools

llms-txt-generator

by aircodelabs

The ultimate AI-powered generator for llms.txt and llms-full.txt files.

aircodelabs/llms-txt-generator

52/100
tools pending

ID Generator MCP Server

by gergelyszerovay

Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers and provides current UTC timestamps in ISO 8601 format. This allows for reliable sequential tracking and standardized time recording across server restarts.

gergelyszerovay/mcp-id-date

52/100
5 tools

skillsmp-mcp-server

by anilcancakir

MCP server for SkillsMP - Search, discover, and install AI coding skills

anilcancakir/skillsmp-mcp-server

52/100
16 tools

Koyeb MCP Server

by samihalawa

Enables programmatic management of Koyeb resources including apps, services, deployments, and instances via the Model Context Protocol. It allows users to query build and runtime logs and perform resource lifecycle operations through the Koyeb API.

samihalawa/mcp-server-koyeb

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