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.
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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
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
BifrostMCP
by biegehydra
VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs
biegehydra/BifrostMCP
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
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
Alpaca's Official MCP Server
by alpacahq
mcp server for robot and automations
alpacahq/alpaca-mcp-server
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
useshowrun/showrun
by useshowrun
MCP server for Task Pack framework
useshowrun/showrun
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
autoblocksai/ctxl
by autoblocksai
Personal context management for AI assistants
autoblocksai/ctxl
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
mcp-codex-worker
by yigitkonur
MCP server bridge for Codex app-server
yigitkonur/mcp-codex-worker
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
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
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
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
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
thecorporationai/thecorporation-mono
by thecorporationai
MCP server for agent-native corporate operations
thecorporationai/thecorporation-mono
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
fsb-mcp-server
by lakshmanturlapati
FSB Browser Automation MCP Server
lakshmanturlapati/FSB
uc-mcp-server
by amaralkaff
MCP server for UnknownCheats forum — Cloudflare bypass, thread scraping, code extraction
amaralkaff/mcp-unknowncheat
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
ollama-mcp
by rawveg
An MCP Server for Ollama
rawveg/ollama-mcp
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
cli
by mcpgod
Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.
mcpgod/cli
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
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
ghidraMCP
by lauriewired
MCP Server for Ghidra
LaurieWired/GhidraMCP
MySQL Server
by f4ww4z
A Model Context Protocol server for MySQL database operations.
f4ww4z/mcp-mysql-server
codex-mcp-server
by tuannvm
MCP server wrapper for OpenAI Codex CLI
tuannvm/codex-mcp-server
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
FastMCP v2 🚀
by jlowin
🚀 The fast, Pythonic way to build MCP servers and clients
jlowin/fastmcp
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
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
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
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
winor30/mcp-server-datadog
by winor30
MCP server for interacting with Datadog API
winor30/mcp-server-datadog
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
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
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
fastmcp
by prefecthq
🚀 The fast, Pythonic way to build MCP servers and clients.
PrefectHQ/fastmcp
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
HubSpot
by peakmojo
Integrates with HubSpot CRM to enable AI-driven contact and company management, lead processing, and automated data analysis.
peakmojo/mcp-hubspot
awesome-claude-dxt
by milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
milisp/awesome-claude-dxt
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
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
Simple PubMed
by andybrandt
Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.
andybrandt/mcp-simple-pubmed
Memory
by modelcontextprotocol
Knowledge graph-based persistent memory system
modelcontextprotocol/servers
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
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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