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.
Lotlytics — Real Estate Market Data
Live real estate market data for 895 US metros. Ask your AI assistant about home prices, rental yields, investment health scores, migration trends, and affordability. Free tier covers top 50 markets (no account needed). Premium tier unlocks all 895 markets, HUD Fair Market Rents, side-by-side market comparison, and filtered market search.
daejung83/lotlytics-mcp
Garmin Connect
Garmin Connect health and fitness data access with 34 tools.
bmccarn/garmin-mcp-server
Signal Found MCP
Signal Found is a Reddit-native B2C/B2B outreach platform. You describe your product, we find people on Reddit already asking for it, and your AI agent handles the rest — messaging prospects, tracking replies, and optimizing your funnel in real time.
signal-found/sf-mcp
Open Strategy Partners (OSP) Marketing Tools for LLMs
A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.
open-strategy-partners/osp_marketing_tools
Reddit MCP Server
Provides AI assistants with access to Reddit data for searching, browsing subreddits, and retrieving post details or user activity without requiring API keys. It enables tools to fetch content, nested comment trees, and public user feeds directly through the Model Context Protocol.
eliasbiondo/reddit-mcp-server
Biztoc MCP Server
An MCP server that provides access to the Biztoc API for retrieving latest business news, trending topic clusters, and source-specific stories. It enables users to search the news index from the last 14 days and track real-time news wires.
BACH-AI-Tools/bachai-biztoc
portkey-mcp-server
MCP Server for Portkey
rvoh-emccaleb/portkey-mcp-server
Luma Events Discovery
Discovers events from Luma's public feed and subscribed calendars with distance filtering and ICS export.
alx1p/luma-cal-mcp
mcp-ssh-toolkit
A Model Context Protocol server for executing commands via SSH on remote servers and groups using secure authentication and regex-based command policies. It supports hot-reloading configurations and both sequential and parallel command execution across multiple named hosts.
samuelcoc/mcp-ssh-toolkit
xiaozhi-mcp
A versatile MCP server framework that enables AI capabilities like remote control, calculations, and email operations via multiple transport types. It supports stdio, SSE, and HTTP protocols for seamless integration between language models and external systems.
botwith/xiaozhi-mcp
Moz Da Pa1 MCP Server
Enables access to Moz API to retrieve Domain Authority, Page Authority, external URLs, and Spam Score metrics for website analysis.
BACH-AI-Tools/bachai-moz-da-pa1
Postgres MCP Pro
Enables comprehensive PostgreSQL database management including index tuning, query plan analysis, health monitoring, schema-aware SQL generation, and safe SQL execution with configurable access control for both development and production environments.
BACH-AI-Tools/bach--postgres-mcp
hejdar-mcp
Runtime policy enforcement for AI agents. Evaluate every agent action against your organization's policies before execution, with observe and enforce modes.
ARKALDA/hejdar-mcp
Ntropy MCP server
MCP server for enriching banking data using the Ntropy API
ntropy-network/ntropy-mcp
Japan Weather
Integrates with an external weather API to provide current conditions and forecasts for locations in Japan.
acxelerator/mcp-tenki
AT Protocol Documentation
Searchable knowledge base for the AT Protocol ecosystem including protocol documentation, lexicon schemas, Bluesky developer API docs, and cookbook examples powered by semantic search.
ashex/atproto-mcp
w8s-astro-mcp
A personal astrological server that provides high-precision tools for generating natal charts, transits, and relationship charts using a queryable SQLite database. It enables users to manage multiple profiles, track historical transits, and perform electional astrology for planning events.
w8s/w8s-astro-mcp
Python MCP Server Template
Production-ready Python MCP server template using FastMCP framework
aj-geddes/python-mcp-server-template
OracleDB MCP Server
MCP server to connect to Oracle Database
rahgadda/oracledb_mcp_server
Kali Linux Security Tools MCP Server
Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQLmap, Metasploit, and others for authorized security testing, vulnerability scanning, and network reconnaissance through Claude Desktop.
JesseEikeland/kali-linux-mcp
Blawx MCP Server
Enables interaction with the Blawx API to discover project ontologies, ask questions using fact scenarios, and retrieve detailed, step-by-step explanations of logic-based answers. It allows agents to browse project content and drill down into model attributes and constraint satisfaction for rule-based reasoning.
Lexpedite/blawx_mcp
MLflow MCP Server
Enables AI assistants to interact with MLflow experiments, runs, and registered models. Supports browsing experiments, retrieving run details with metrics and parameters, and querying the model registry through natural language.
yesid-lopez/mlflow-mcp-server
Open Census MCP Server
Enables natural language queries of U.S. Census Bureau data, translating plain English questions into proper API calls and returning demographic, economic, and housing statistics with proper statistical interpretation and context.
brockwebb/open-census-mcp-server
Godot RAG MCP Server
Provides access to Godot engine documentation through a Retrieval-Augmented Generation (RAG) system using ChromaDB. It enables users to query processed Godot documentation and technical chunks for development assistance within MCP-compatible environments.
weekitmo/mcp_godot_rag
MCP Selenium Grid
Enables browser automation by managing Selenium Grid browser instances (Chrome, Firefox, Edge) in Docker or Kubernetes environments. Provides secure, scalable browser control for AI agents and testing workflows.
CatchNip/mcp-selenium-grid
eSign MCP Server
MCP server for signing PDF documents with signature images. Built upon signpdf by Charlie DeTar.
adamanz/esign-mcp
mcp-subconscios
Run conjoint experiments and causal research through AI powered behavioral simulations
Subconscious-ai/ghostshell
Memphora
Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.
Memphora/memphora-mcp
Tiny Chat
A lightweight RAG system that provides an MCP server for searching and interacting with vector-based knowledge bases. It enables users to perform retrieval-augmented generation and search across Qdrant collections through a standardized interface.
to-aoki/tiny_chat
Claude MCP Manager
Script to easily switch between Claude MCP server configurations on macOS.
BLTGV/claude-mcp-manager
MCP NVD Server
MCP server that retrieves CVE information
gkhays/mcp-nvd-server
MLB Stats Server
Provide structured access to Major League Baseball statistics through an MCP server. Query and retrieve detailed baseball data including statcast, fangraphs, and baseball reference stats. Generate visualizations and integrate seamlessly with MCP-compatible clients for enhanced baseball analytics.
etweisberg/mlb-mcp
FishClaw MCP
An MCP server that automates Xianyu marketplace operations through Playwright, allowing users to manage listings and conduct market research via natural language. It features integrated tools for generating AI-powered product descriptions and cover images using DashScope.
TnoobT/FishClaw_MCP
SSH MCP Server
An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.
mcpol-studio/Code-To-Server-SSH-MCP
Upstage MCP Server
A Model Context Protocol server for parsing documents using Upstage AI's document digitization API.
PritamPatil2603/upstage-mcp-server
spotify-mcp
This is a 93-tool Spotify MCP server for Claude, Cursor, and any MCP client. Smart shuffle, vibe analysis, natural language search, artist networks, and more.
gupta-kush/spotify-mcp
MCP MongoDB Server
A Model Context Protocol (MCP) server that provides an interface between LLMs and MongoDB databases, optimized for small context windows (3k tokens). Specially for novel.
SFBB/mcp-mongodb-novel-server
Ableton MCP Extended
Enables programmatic control of Ableton Live using natural language to manage session transport, tracks, MIDI clips, and device parameters. It also integrates ElevenLabs for AI-generated audio and provides a high-performance framework for real-time performance tools.
kevinzhang03/ableton-mcp
jitapi
Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local embeddings.
nk3750/jitapi
Nativ
AI-powered localization platform. Translate text, search translation memory, and access style guides from any MCP-compatible AI tool.
Nativ-Technologies/nativ-mcp
Strava Training MCP
Provides comprehensive access to Strava API for marathon training and race analysis, enabling language models to query athlete data, analyze training patterns, track performance metrics, monitor heart rate zones, and detect injury risks.
hxie-pallas/strava-training-mcp
Literature MCP
A specialized MCP server that provides a structured interface to the Europe PMC database for biological and clinical evidence retrieval. It enables LLMs to gather, rank, and synthesize published research focusing on therapeutic targets and disease associations.
Saurabhsing21/Literature-MCP
horus-flow-mcp
Real-time institutional crypto & equity orderflow intelligence. Detects BUY/SELL pressure from live Binance L2 orderbook and aggressive trade feeds for any USDT pair or US equity.
horustechltd/horus-flow-mcp
ProduckAI MCP Server
Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA into actionable product insights and AI-generated PRDs. It features over 50 tools for semantic clustering, sentiment analysis, and VOC-based prioritization to streamline product management workflows.
rohitsaraff33-bit/produckai-mcp-server
Seafile MCP Server
Connects Claude to your self-hosted or cloud-based Seafile storage for managing libraries and files through natural language. It enables users to browse directories, read file contents, and perform file operations like moving, renaming, or searching across their private infrastructure.
setugk/seafile-mcp
deckrun-mcp
MCP server for Deckrun — generate presentation PDFs, narrated videos, and audio from Markdown. Built for AI agents and IDEs. Free tier: no API key required — generate PDFs instantly. Paid tier: set DECKRUN_API_KEY to unlock video, audio, and account tools.
agenticdecks/deckrun-mcp
MCP Production
A production-ready MCP server that integrates OpenAI with FastAPI and Redis to provide streaming agentic chat capabilities and session memory. It features built-in tools for weather, calculations, and Wikipedia searches while supporting enterprise-grade features like rate limiting and structured logging.
Riteshpcs1994/MCP
x402mail
Python SDK for x402mail - send and receive email with USDC micropayments
MuzsaiLajos/x402mail
Commodore 64 Ultimate Computer MCP Server
Enables control and interaction with Commodore 64 Ultimate Computer devices through their REST API, allowing users to play SID/MOD files, load and run programs, manage disk images, configure settings, and control the C64 machine through natural language.
xphileby/c64u-mcp-server
BugBounty Security Scanner
Integrates 90+ security tools including Nuclei, Subfinder, Nmap, SQLMap, and OSINT platforms like Shodan and VirusTotal to provide comprehensive bug bounty hunting and penetration testing capabilities with built-in safety mechanisms, rate limiting, and automated vulnerability reporting.
gokulapap/bugbounty-mcp-server
For MCP registries
Drop M8ven AT2 into your registry's listing page as a filter, a badge, or a full sandbox report. Webhook + REST + MCP-native. Beta waitlist is open.
Request API accessFor builders
Free trust score, a verified publisher badge for your README, and a listing developers can find before they connect.
Submit your MCP →