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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 5 of 792

81/100 Code
2 tools

Vibetest Use

by browser-use

Launches multiple Browser-Use agents to automatically test websites for UI bugs, broken links, accessibility issues, and other technical problems on both live and localhost sites.

browser-use/vibetest-use

81/100 Code
tools pending

X API FastMCP Server

by xdevplatform

A local MCP server that exposes the X API (formerly Twitter API) as tools, enabling operations like posting, searching, user management, and more via natural language commands.

xdevplatform/xmcp

81/100 Code
tools pending

BifrostMCP

by biegehydra

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

biegehydra/BifrostMCP

81/100 Code
tools pending

code-graph-rag-mcp

by er77

A powerful Model Context Protocol server that creates intelligent graph representations of your codebase with comprehensive semantic analysis capabilities, supporting 11 languages and 26 MCP methods.

er77/code-graph-rag-mcp

81/100 Code
2 tools

DuckDuckGo Search MCP Server

by nickclyde

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

nickclyde/duckduckgo-mcp-server

81/100 Code
9 tools

Alpaca's Official MCP Server

by alpacahq

mcp server for robot and automations

alpacahq/alpaca-mcp-server

81/100 Code✓ Official
53 tools

Redis MCP Server

by redis

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

redis/mcp-redis

80/100 Code
0 tools

useshowrun/showrun

by useshowrun

MCP server for Task Pack framework

useshowrun/showrun

80/100 Code
tools pending

Hayhooks

by deepset-ai

Deploys and serves Haystack Pipelines and Agents as REST APIs and MCP tools, enabling AI assistants to interact with custom NLP pipelines for tasks like RAG, document processing, and intelligent agents through natural language.

deepset-ai/hayhooks

80/100 Code
tools pending

autoblocksai/ctxl

by autoblocksai

Personal context management for AI assistants

autoblocksai/ctxl

80/100 Code
tools pending

Skylos

by duriantaco

Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with 3x fewer false positives than Vulture. 5 tools: analyze, security_scan, quality_check, secrets_scan, remediate. AI-powered auto-fix agent.

duriantaco/skylos

80/100 Code
tools pending

mcp-codex-worker

by yigitkonur

MCP server bridge for Codex app-server

yigitkonur/mcp-codex-worker

80/100 Code
0 tools

mcp-server-dig

by nakishiyaman

MCP server for AI-powered code archaeology — git blame, file history, contributor patterns, and related change analysis

nakishiyaman/mcp-server-dig

80/100 Code
tools pending

mcp-jetbrains

by jetbrains

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

JetBrains/mcp-jetbrains

80/100 Code
0 tools

web-infra-dev/rsdoctor

by web-infra-dev

@rsdoctor/mcp-server 是一个 MCP Server,旨在帮助用户更便捷地使用 Rsdoctor 的构建数据。它可以与 Rsdoctor 的本地构建分析数据配合使用,通过问答的形式,帮助你快速获取构建分析结果。

web-infra-dev/rsdoctor

80/100 Code✓ Official
1 tools

Sequential Thinking

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

modelcontextprotocol/servers

80/100 Code
81 tools

Bitcoin SV Wallet

by b-open-io

Integrates with Bitcoin SV blockchain to enable wallet operations, transaction management, and NFT interactions while maintaining local private key security

b-open-io/bsv-mcp

80/100 Code
tools pending

thecorporationai/thecorporation-mono

by thecorporationai

MCP server for agent-native corporate operations

thecorporationai/thecorporation-mono

80/100 Behavior Code
1 tools

JsonDiffPatch

by benjamine

Compares and patches JSON objects with a compact delta format that captures additions, modifications, deletions, and array moves for efficient data synchronization and change visualization.

benjamine/jsondiffpatch

80/100 Behavior Code
0 tools

fsb-mcp-server

by lakshmanturlapati

FSB Browser Automation MCP Server

lakshmanturlapati/FSB

80/100 Code
0 tools

uc-mcp-server

by amaralkaff

MCP server for UnknownCheats forum — Cloudflare bypass, thread scraping, code extraction

amaralkaff/mcp-unknowncheat

80/100 Code✓ Official
42 tools

EverArt

by modelcontextprotocol

Integrates with EverArt API to generate images from text prompts using multiple AI models for creative and visual design tasks.

modelcontextprotocol/servers-archived

79/100 Code
tools pending

ollama-mcp

by rawveg

An MCP Server for Ollama

rawveg/ollama-mcp

79/100 Code
31 tools

Ros_mcp_server

by lpigeon

The ROS MCP Server is designed to facilitate the control of robotic movement by providing a set of functions that allow for precise manipulation of linear and angular velocities.

lpigeon/ros_mcp_server

79/100 Code
1 tools

cli

by mcpgod

Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.

mcpgod/cli

79/100 Code
8 tools

OverleafMCP

by mjyoo2

Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.

mjyoo2/OverleafMCP

79/100 Code
92 tools

Claude Talk to Figma

by arinspunk

Enables direct control over Figma designs through WebSocket communication for document inspection, element creation and modification, text manipulation, component management, and export capabilities for automated design workflows and content localization.

arinspunk/claude-talk-to-figma-mcp

79/100 Code
27 tools

ghidraMCP

by lauriewired

MCP Server for Ghidra

LaurieWired/GhidraMCP

79/100 Code
5 tools

MySQL Server

by f4ww4z

A Model Context Protocol server for MySQL database operations.

f4ww4z/mcp-mysql-server

79/100 Code
tools pending

codex-mcp-server

by tuannvm

MCP server wrapper for OpenAI Codex CLI

tuannvm/codex-mcp-server

79/100 Code
tools pending

Make MCP Server

by integromat

Make MCP server enable seamless integration of Make scenarios into AI systems such as AI Assistants and Agents, empowering them to perform real-world tasks through your pre-configured workflows.

integromat/make-mcp-server

79/100 Code
23 tools

FastMCP v2 🚀

by jlowin

🚀 The fast, Pythonic way to build MCP servers and clients

jlowin/fastmcp

79/100 Code
9 tools

mcp-database-server

by executeautomation

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

executeautomation/mcp-database-server

79/100 Code
tools pending

FinanceMCP

by guangxiangdebizi

这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等

guangxiangdebizi/FinanceMCP

79/100 Code
tools pending

openclaw-mcp

by freema

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

freema/openclaw-mcp

79/100 Code
1 tools

Unity MCP ✨

by justinpbarnett

A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.

justinpbarnett/unity-mcp

79/100 Code
tools pending

winor30/mcp-server-datadog

by winor30

MCP server for interacting with Datadog API

winor30/mcp-server-datadog

79/100 Code
tools pending

unity-mcp-server

by anklebreaker-studio

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio.

AnkleBreaker-Studio/unity-mcp-server

79/100 Code
10 tools

InterviewReady MCP Server

by interviewready

Enables fetching content from InterviewReady (blogs, resources, course materials) and managing notes and Google reminders for classes.

InterviewReady/mcp-server

79/100 Code
tools pending

quickbooks-online-mcp-server

by intuit

A comprehensive Model Context Protocol server providing full CRUD operations for 29 QuickBooks Online entities and 11 financial reports.

intuit/quickbooks-online-mcp-server

79/100 Code
23 tools

fastmcp

by prefecthq

🚀 The fast, Pythonic way to build MCP servers and clients.

PrefectHQ/fastmcp

78/100 Code
tools pending

STS2 AI Agent

by chartyr

Enables AI agents to play Slay the Spire 2 by exposing game state and actions through an MCP server, supporting combat, rewards, and run management.

CharTyr/STS2-Agent

78/100 Code
16 tools

HubSpot

by peakmojo

Integrates with HubSpot CRM to enable AI-driven contact and company management, lead processing, and automated data analysis.

peakmojo/mcp-hubspot

78/100 Code
11 tools

awesome-claude-dxt

by milisp

Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb

milisp/awesome-claude-dxt

78/100 Code
tools pending

ainativelang

by sbhooley

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)

sbhooley/ainativelang

78/100 Code
49 tools

Synology MCP Server

by atom2ueki

Enables AI assistants to manage Synology NAS devices with file operations (create, delete, move, search) and Download Station control through secure authentication and session management.

atom2ueki/mcp-server-synology

78/100 Code
2 tools

Simple PubMed

by andybrandt

Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.

andybrandt/mcp-simple-pubmed

78/100 Code✓ Official
9 tools

Memory

by modelcontextprotocol

Knowledge graph-based persistent memory system

modelcontextprotocol/servers

78/100 Code
tools pending

Wenyan MCP Server

by caol64

Bridges AI writing and content platforms by enabling AI agents to format Markdown and publish posts directly to WeChat Official Accounts with automatic image handling. It supports conversational theme management and streamlined drafting to eliminate the need for manual copy-pasting between editors.

caol64/wenyan-mcp

78/100 Code
tools pending

MLIT Geospatial MCP Server

by chirikuuka

Enables LLMs to search and retrieve Japanese real estate data through unified access to the MLIT Real Estate Information Library API, supporting over 25 geospatial datasets for interactive queries.

chirikuuka/mlit-geospatial-mcp

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