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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btse-mcp
by xbotlive
An MCP server for the BTSE Futures API that allows AI agents to query market data, manage positions, and execute trades using natural language. It supports both live and testnet accounts with features for order management, leverage adjustment, and wallet balance tracking.
xbotlive/btse-mcp
vic-au-important-dates-mcp
by ivarrian
Provides access to Victoria, Australia's public holidays and important dates via an MCP server.
ivarrian/vic-au-important-dates-mcp
mcp_inventory
by isaacchpe
A Python-based MCP server that manages a product inventory using SQLite, allowing CRUD operations and analytic queries such as total value, out-of-stock products, and most expensive product.
isaacchpe/mcp_inventory
graphite-mcp
by graphiteai
MCP server for the Graphite Financial Knowledge Graph, enabling natural language queries about companies, supply chains, executives, regulations, and patents via MCP-compatible clients.
GraphiteAI/graphite-mcp
iptorrents MCP Server
by hubbertj
Enables searching and downloading torrents from iptorrents.com using browser cookie-based authentication, with features like filtering, sorting, and freeleech detection.
hubbertj/openclaw-mcp-iptorrents-v2
Godot MCP Server
by struktured-labs
An MCP server that provides tools for Godot Engine development, enabling users to run unit tests, check for syntax errors, and manage project scenes or exports.
struktured-labs/godot-mcp
scanmalware-mcp
by scanmalware
Wraps the ScanMalware.com API to enable phishing triage, malware scanning, and certificate inspection through natural language, allowing users to submit scans, retrieve results, and analyze threats via MCP tools.
scanmalware/mcp-server
Email MCP Server
by chinmay4382
An MCP server that enables AI models to read, search, and send emails via IMAP and SMTP protocols. It supports various providers like Gmail and Outlook, allowing for tasks such as retrieving unread messages, searching by sender, and managing mailbox folders.
chinmay4382/gmail-mcp-server
MedVision MCP
by u9401066
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.
u9401066/medvision-mcp
xiaohongshu-mcp
by lozzi1910
Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Little Red Book) via MCP tools.
Lozzi1910/xiaohongshu-mcp
wyt-mcp
by mlmecham
Game master MCP server for a time-loop dungeon RPG, managing game state, dice rolls, and narrative for a wizard-trapped town.
MLMecham/wyt-mcp
FRD Orchestrator
by jorge6242
An MCP server that exposes structured Functional Requirements Documents (FRDs) to enable AI assistants like GitHub Copilot to automatically generate complete NestJS boilerplate architectures. It orchestrates the multi-phase creation of production-ready APIs including core CRUD, database integration, JWT authentication, and unit testing.
jorge6242/boilerplate-nestjs-mcp
AI Software Engineering Team - MCP Multi-Agent System
by elhaweet
Enables users to generate complete, production-ready software projects from simple ideas by coordinating 8 specialized AI agents through the Model Context Protocol.
elhaweet/AI-Software-Engineering-Team-MCP-Multi-Agent-System
qlib-mcp
by lsj210001
An MCP server for the Microsoft Qlib quantitative research platform that enables AI agents to perform financial data queries, factor analysis, and strategy backtesting. It supports A-share and US stock markets through Qlib expressions and built-in analytical tools.
lsj210001/qlib-mcp
MetaTrader 5 MCP Server
by jorgearturoyap-debug
Enables ChatGPT Desktop to interact with MetaTrader 5 for trading, market data access, and trade management via HTTP/ngrok.
jorgearturoyap-debug/metatrader-5-for-Chatgpt-Desktop
Silicopedia MCP Server
by kilyig
An MCP server that enables AI agents to participate in Silicopedia discussions about improving Wikipedia articles. It provides tools for reading, searching, and contributing to structured debates on the MediaWiki platform.
kilyig/silicopedia-mcp
Google Analytics 4 MCP Server
by stucchi
Enables managing Google Analytics 4 properties, data streams, conversions, and running reports using natural language through the Admin and Data APIs.
stucchi/mcp-google-analytics
mcp-server
by joaotoledose
Provides AI-powered tools for querying customer and order analytics, enabling order counting, customer listing by country, and spend calculation.
JoaoToledoSE/mcp-server
Attio MCP Server
by arkel-ai
Provides tools to interact with the Attio API, enabling management of resources in an Attio workspace.
Arkel-ai/attio-mcp-server
MCP Git Analysis Server
by jaz-spec
Analyzes local Git repositories to provide detailed insights into commit statistics, contributor activity, and frequently changed files. It allows users to query repository history and access structured activity data through the Model Context Protocol.
Jaz-spec/alex_mcp_workshop
FlightHunter MCP
by vetlinskiy
A Model Context Protocol (MCP) server that gives Claude the ability to search for cheap flights — including Russian airlines — and present direct booking links.
Vetlinskiy/flighthunter-mcp
mcp-gpu-server
by mesutoezdil
Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools for real-time querying from AI assistants.
mesutoezdil/mcp-gpu-server
beast-baseball
by mw-jeong
MCP server for natural language analysis of baseball league data, enabling team statistics, standings, lineup suggestions, and scouting reports via Claude Desktop.
mw-jeong/beast-baseball
Strava MCP Server
by saxenanurag
Enables AI agents to interact with the Strava API to retrieve athlete statistics and activity data. It provides tools for listing recent activities and fetching detailed information for specific workout sessions.
saxenanurag/strava-mcp
Talos Linux MCP Server
by nosmoht
MCP server for Talos Linux cluster management via the native gRPC API
Nosmoht/talos-mcp-server
自媒体文案助手 MCP Server
by 279458179
提供热点获取、图片分析和成品文案生成等MCP工具,帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。
279458179/wenan-mcp
JMeter MCP Server
by ebadahmed10
Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from result files.
ebadAhmed10/jmeter-mcp
marimo-mcp
by vladisluv12
Auto-discovers running marimo notebooks and exposes tools for reading, editing, and running cells via MCP, supporting both HTTP and VS Code backends.
Vladisluv12/marimo-mcp
Blender MCP Server
by mohammed-saad-riyan
Enables AI agents to fully control Blender through 50+ tools for 3D modeling, animation, materials, and scene management via HTTP endpoints.
Mohammed-saad-riyan/Blender-MCP
Modal MCP Stock Analysis Server
by koyeliaghosh
Provides real-time stock analysis tools including price lookup, comprehensive investment scoring, and company-to-ticker conversion through a MCP interface.
koyeliaghosh/modal-mcp-server
PRPilot MCP Agent
by we1chan
Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, comments, and local git state, and provides next-step suggestions in Chinese.
We1chan/PRPilot
DevBot
by sriram-murugesan
A Flask-based chatbot using Gemini 2.5 Flash and MCP tools to manage GitHub repositories and LinkedIn profiles via natural language.
Sriram-murugesan/MCP_test
ai-distiller-mcp
by axonempire
Provides filesystem access to Claude via the MCP protocol, enabling local file operations through natural language.
axonempire/ai-distiller-mcp
Meyhem
by c5huracan
Agent-native search for MCP servers and web content with outcome ranking.
c5huracan/meyhem
RAGFlow MCP Server
by migoxv
Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.
MigoXV/ragflow-mcp
MCP Search Server
by oleg200447
An MCP server that provides semantic search capabilities by integrating with an OpenSearch-based search service. It enables users to perform complex document searches across multiple indices with support for advanced filtering and robust error handling.
Oleg200447/MCPServer
Pulsar MCP Server
by germain-d
Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector operations.
Germain-D/pulsar-mcp-server
BowenXU0126/aistudio_hw3
by bowenxu0126
Send personalized greetings with optional pirate flair. Compose friendly salutations for any name…
BowenXU0126/aistudio_hw3
FRED
by yifudiao
A local MCP server that gives Claude and other MCP clients access to Federal Reserve Economic Data (FRED) — 800,000+ economic time series covering GDP, inflation, employment, interest rates, and more.
yifudiao/fred-mcp
Meraki MCP Server
by kiskander
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients with role-based access control.
kiskander/meraki-mcp-server
Gmail MCP Summarizer
by hasanoz07
Enables AI models to fetch and summarize Gmail messages, send emails with attachments, and convert text content into PDFs. It streamlines email-based workflows like automated reporting and task management through the Model Context Protocol.
hasanoz07/mcp-gmail-summarizer
Professor Fit MCP
by wrennnn2
Helps PhD applicants find matching professors by research interests, outputting a ranked table with confidence scores and sources.
Wrennnn2/ProfessorFitMCP
infinihash-kyt-mcp
by infinihash
MCP server for Infinihash KYT providing real-time blockchain transaction monitoring, sanctions screening, and SAR generation. It enables MCP-compatible agents to screen wallets against OFAC SDN and generate compliance cases.
Infinihash/infinihash-kyt-mcp
mysql-mcp
by rajivonai
MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, explaining query plans, inspecting schema, checking health, and running diagnostic playbooks through Claude.
rajivonai/mysql-mcp
fal-mcp
by questsystems-ai
Image generation for Claude using every model on fal.ai, inline in conversations. Supports FLUX Schnell, Ideogram, SDXL, and more with privacy option via Venice.ai.
questsystems-ai/fal-mcp
Xiaohongshu MCP Python
by betars
A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.
betars/xiaohongshu-mcp-python
jobs-mcp-server
by xhrusvin
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing, searching, creating, updating, deleting jobs and getting summary counts.
xhrusvin/jobs-mcp-server
memsearch-mcp
by tadmstr
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent memory stored in markdown files, enabling forge agents to query memory across session, working, and docs tiers without direct file access.
TadMSTR/memsearch-mcp
monospay-mcp
by monospay
Pay per MCP tool call in USDC on Base. Non-custodial settlement, no admin keys, 30 bps fee.
monospay/monospay
Strava MCP Server
by manojanasuri16
Connects Claude or any MCP client to the Strava API v3, enabling access to fitness data such as activities, athletes, clubs, segments, routes, and streams.
manojanasuri16/STRAVA-MCP-SERVER
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