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.
Spotify
Integrates with Spotify to enable music playback control, playlist management, and user data retrieval for personalized music experiences
ashwanth1109/mcp-spotify
Nuanced MCP Server
A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library
MattMorgis/nuanced-mcp
Gateway
Connects AI assistants to multiple specialized services through a unified gateway, enabling dynamic tool discovery and seamless interaction across various MCP servers and HTTP APIs without leaving the conversation context.
arnavsurve/gateway-mcp
Integrates with LinkedIn to enable automated profile browsing, searching, and post interactions using Playwright for browser automation and secure session management.
alinaqi/mcp-linkedin-server
Hello Golang MCP
The minimal Golang MCP server implementation with mcp-go.
bioerrorlog/hello-gomcp
FastAPI Hello World Application
A test repository created using the GitHub MCP server
xxradar/mcp-fastapi-learning
NYT MCP Server
A Message Concentrator Protocol (MCP) server that provides a unified, simple interface to the New York Times APIs. This server simplifies interaction with multiple NYT APIs through a single endpoint.
aovabo/nyt-mcp-server
mcp-filesystem-server
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools
qiangmzsx/mcp-filesystem-server
Debugger MCP Server
Provides real-time debugging, code quality monitoring, and performance insights for React/Next.js applications with features including Chrome DevTools integration, breakpoint management, complexity analysis, and live error streaming.
Phoenixrr2113/debugger-mcp
On Running MCP
An MCP server for interacting with the On Running API
scott-clare1/on-running-mcp
MCP APP
MCP Server Application with RAG
sdkim96/mcp-app
Databricks Permissions MCP Server
MCP server for managing Databricks permissions and credentials
JustTryAI/databricks-permissions-mcp-server
build-simple-mcp
Build a Simple MCP Server
hongthana/build-simple-mcp
Unstructured API MCP Server
Enables interaction with the Unstructured API to manage data workflows, including creating and managing source connectors (S3, Azure, Google Drive, etc.), destination connectors (Weaviate, Pinecone, MongoDB, etc.), and workflows for document processing and data pipelines.
liuchongchong1995/UNS-MCP
mcp-remote-server
MCP remote context server for Copilot integration
PhanMa01/mcp-remote-server
mcp-scraper-engine
Basic MCP Server for Web Scraping
un4ckn0wl3z/mcp-scraper-engine
Deploy MCP Servers on AWS using AWS Fargate
Running an MCP Server on AWS Fargate on Amazon ECS
dgallitelli/mcp-server-with-fargate
santa-mcp
A PoC MCP Server for Santa
pmarkowsky/santa-mcp
Story IP Creator Agent
A demo agent using our MCP server
sarick-story/langgraph-mcp-agent
MCP Server
Test MCP server that can do several things
Cavumnigrum/test_MCPServer
GitHub Agentic Chat
Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic searches across stored documents using PostgreSQL with pgvector.
akhidastech/github-agentic-chat-mcp
Exa
Integrates with Exa.ai to enable web searches with customizable parameters like result count and live crawling, returning structured JSON results for retrieving up-to-date information without leaving the conversation context.
aperture147/exa-mcp-worker
Bibliothèque Nationale de France (Gallica)
Enables searching and generating research reports from the Bibliothèque Nationale de France's Gallica digital library through natural language queries or specific metadata fields with automatic citation and organization.
kryzo/mcp-bibliotheque_nationale_de_france
Unreal Engine
Enables AI interaction with Unreal Engine through a TCP server that exposes scene manipulation, material creation, and blueprint generation capabilities via a modular command system.
alexkissijr/unrealmcp
MCP Project
MCP servers and clients sandbox
ourdigital/mcp-project
Schedulia MCP
A meeting scheduling assistant that enables users to view schedules, manage incoming requests, and send meeting invitations via the Schedulia API. It facilitates seamless coordination of meeting times and participant management through natural language commands.
watanka/schedulia-mcp
Claude MCP Protocol Practice
MCP server example practice
harshal-14/mcp_server_101
Rhino3D
Connects Rhino3D to Claude through a WebSocket bridge, enabling AI-assisted 3D modeling capabilities for creating and manipulating geometry, running Python scripts, and interacting with the modeling environment.
a01110946/rhinomcp
Google Search Console MCP Server
MCP server voor Google Search Console API integratie met n8n
LeonardSEO/google-search-console-mcp
MCP Servers
MCP Servers for dev work
prasoon2211/mcp-servers
VideoCapture
Provides webcam access for capturing still images with camera control features including brightness adjustment, resolution settings, and basic image transformations through OpenCV
13rac1/videocapture-mcp
Nvidia Brev
Bridges Nvidia Brev, enabling natural language control of workspaces, deployments, and cloud resources.
brevdev/brev-mcp
GitHub MCP Server
GitHub MCP Server (SSE)
yamagai/github-mcp-server-sse
AI Master Control Program (MCP) Server
AI Master Control Program (MCP) Server - Enabling AI models to interact with your system
GrizzFuOnYou/master_mcp_server
HQ Pool Services Website
Test w/ Figma MCP server to generate a pool services page
EmundoT/pool_services_figma_mcp_test
NetworksDB-MCP
Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ASNs, and DNS records using natural language through Model Context Protocol
MorDavid/NetworksDB-MCP
External Reconnaissance MCP Server
An external reconnaissnce MCP server for offensive security engagements
naebo/mcp-external-recon-server
MCP 学习项目⚡
个人学习MCP
uoky5217/Mcp-Server-Study
SoundCloud Downloader
Enables downloading tracks, playlists, and user content from SoundCloud with granular control over output location, download modes, track limits, and metadata handling
arnavsurve/scdl-mcp
Crossref MCP Server
Enables AI assistants to search academic literature and retrieve detailed metadata for papers, journals, and funding organizations via the Crossref database. It supports DOI-based lookups and keyword searches to facilitate programmatic access to scholarly research data.
JackKuo666/Crossref-MCP-Server
searchcraft-mcp-server
An MCP Server powered by Searchcraft – the developer-first vertical search engine.
searchcraft-inc/searchcraft-mcp-server
Multiple MCP SSE Servers with a Python Host
This repository contains a python implementation of an MCP Host which is capable of running several MCP Servers with SSE protocol
hackerinheels/multipleMCPServerWithPythonHost
TrueRAG Compliance Policies
Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance.
ad-veritas/mcp-server-truerag
BracketBot Multi-Robot Control
Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise velocity control and comprehensive error handling.
bracketbotcapstone/bracketbot-mcp
Agentic Developer MCP
An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.
teabranch/agentic-developer-mcp
Ansvar South Korean Law
South Korean law database covering PIPA, ICT network security, and credit information with full-text search.
ansvar-systems/south-korea-law-mcp
AgentGuard47
Read-only MCP server for inspecting AgentGuard47 runtime safety framework traces, alerts, costs, and usage metrics.
bmdhodl/agent47
Webex Mcp Server
A NodeJS MCP server for interacting with Webex Spaces
bharath063/webex-mcp-server
Playwright MCP Server
Enables web browser automation and inspection using structured data instead of screenshots, allowing AI agents to interact with web pages programmatically through the Playwright framework.
faruklmu17/playwright_mcp
Search Stock News MCP Server 🚀
Search Stock News MCP offers real-time stock news search with customizable filters via Tavily API, using type-safe operations and the Model Context Protocol (MCP).
Cognitive-Stack/search-stock-news-mcp
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