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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mcp-vibekanban
by yigitkonur
MCP server that bridges AI coding assistants to Vibe Kanban, enabling task, session, and queue management without leaving the coding environment.
yigitkonur/mcp-better-vibe-kanban
MemoryClaw
by tostechbr
Enables AI agents to store and retrieve persistent memories using BM25 search, allowing them to remember past conversations and context across sessions.
tostechbr/memoryClaw
Python Docs
by anuragrai017
Fetches Python documentation for quick access to language references and code explanations.
anuragrai017/python-docs-server-mcp-server
TheCrawler
by manchittlab
Open-source web scraper and extraction MCP server with JavaScript rendering, markdown output, PDF/DOCX parsing, structured errors, and validated extraction contract diagnostics for agents.
manchittlab/TheCrawler
skills-mcp
by devfellowship
Enables Claude/MCP agents to search, list, get details, and generate install commands for skills, MCP servers, and connections from the DFL Forge skills registry.
devfellowship/skills-mcp
phiacta-mcp
by noah-everett
MCP server for interacting with the Phiacta knowledge platform.
Noah-Everett/phiacta-mcp
mcp-cookbook
by springdo
Enables browsing recipes, searching by category, and viewing detailed recipe information from the Gousto cookbook API via natural language.
springdo/mcp-cookbook
agentmako
by drhalto
Local-first codebase intelligence engine providing AI coding agents with a typed MCP toolset for understanding and navigating code repositories.
drhalto/agentmako
MySQL MCP Server
by kaulvimal
MCP Server for MySQL
kaulvimal/mysql-mcp
GitHub MCP Control Plane
by nakad-pixel
Provides secure, controlled access to GitHub operations through the Model Context Protocol with enterprise-grade security features including secret detection, vulnerability scanning, rate limiting, and full audit trails. Supports repository management, file operations, branch creation, commits, and GitHub Actions workflows.
nakad-pixel/Mcp
Tableau MCP
by charliemhjeong
Enables integration with Tableau to query data, explore workbook content, and retrieve visualization images through natural language. It provides developer primitives for building AI applications that interact seamlessly with Tableau servers.
CharlieMHJeong/tableau-mcp
mysql-multi-mcp
by pchimbolo
An MCP server for managing multiple MySQL and MariaDB database connections simultaneously, allowing users to run SQL queries and manage schemas through AI-powered tools. It features dynamic connection management, persistent configuration, and granular tools for database, table, and index operations.
pchimbolo/mysql-multi-mcp
mjucius/cozi_mcp
by mjucius
Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize…
mjucius/cozi_mcp
MIMO Image Recognition MCP
by rayner-luo
A Node.js MCP server that enables image understanding by calling the MIMO multimodal model, supporting local file paths and URLs.
rayner-luo/mimo-image-mcp
mcp-openapi
by avidianity
Enables AI agents to discover, search, and call any REST API described by an OpenAPI or Swagger document. Supports multiple API endpoints with authentication and parameter handling.
avidianity/mcp-openapi
ABAP-ADT-API MCP-Server
by dachienit
An MCP server that enables seamless communication between ABAP systems and MCP clients using the ABAP Development Tools (ADT) API. It provides tools for managing ABAP objects, handling transport requests, and performing code analysis directly through MCP-compatible interfaces.
dachienit/mcp-server
whichmodel-mcp
by which-model
A model routing advisor for autonomous agents — get cost-optimised LLM recommendations via MCP.
Which-Model/whichmodel-mcp
Gemini MCP Server
by raindancer118
Integrates Google Gemini's capabilities—including search-grounding, image/video generation, deep research, and SVG creation—into AI assistants like Claude via the Model Context Protocol.
Raindancer118/gemini-mcp
Fellow Aiden brew.link MCP server
by ga815647
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs through Claude.ai, with validation and authentication.
ga815647/fellow-aiden-mcp
A2ABench
by khalidsaidi
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoints for deep research and citations.
khalidsaidi/a2abench
Cookie-Munch/mcp
by cookie-munch
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to manage sites, read consent analytics, and drive privacy operations.
Cookie-Munch/mcp
Legal Hub MCP - Argentina
by probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases including jurisprudence, legislation, official bulletins, and court records through a single connector for Claude Desktop.
Probanza-ar/mcp-legal-ar
HELiXiR
by bookedsolidtech
MCP server that provides AI agents with accurate, hallucination-free access to web component APIs by reading the library's Custom Elements Manifest.
bookedsolidtech/helixir
ProofSlip
by johnny-z13
Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
Johnny-Z13/proofslip
robrain
by adelinamart
Self-hosted decision memory for AI coding agents. Captures decisions with the alternatives you rejected, and warns before an agent re-proposes a rejected approach.
adelinamart/robrain
mcp-servers
by dunialabs
A collection of MCP servers optimized for Peta
dunialabs/mcp-servers
masv
by getmasv
Provides LLMs with tools to interact with the MASV API. MASV is an easy-to-use and ultra-reliable managed file transfer service designed for teams of all sizes. It allows users to send and receive massive files without size limits, while ensuring data integrity and security through its robust cloud infrastructure that supports cloud, on-prem, and hybrid workflows. Learn more https://massive.io/
getmasv/masv-mcp-server
cobroya
by dan1d
Connects AI agents to Mercado Pago, the leading payment platform in Latin America. Create payment links, search payments, get payment details, issue refunds, and retrieve merchant info.
dan1d/mercadopago-tool
mcp-server-markdown
by ofershap
MCP server for markdown files — search, extract sections, list headings, find code blocks across docs.
ofershap/mcp-server-markdown
Flutterwave
by bajoski34
Integrates with Flutterwave's payment processing API to enable creating payment links, verifying transactions, and resending failed webhooks for seamless payment processing within conversations.
bajoski34/mcp-flutterwave
Playwright MCP Server
by sumitbhoyar
Provides browser automation capabilities using Playwright, enabling users to navigate websites, extract content, take screenshots, and interact with web pages through natural language prompts.
Sumitbhoyar/mcp
mcp-vnc
by hrrrsn
An MCP server that allows AI agents to remotely control Windows, Linux, and macOS systems via VNC. It provides tools for mouse and keyboard interaction, text input, and screen capturing.
hrrrsn/mcp-vnc
android-sqlite-inspector
by hortusys
Inspects and queries SQLite databases on Android devices via ADB, supporting listing databases/tables, describing schemas, and executing SELECT/INSERT/UPDATE/DELETE queries.
hortusys/android-sqlite-inspector
ParrotScribe MCP Server
by johanthoren
Enables AI agents to interact with the ParrotScribe transcription service on macOS, providing tools to start/stop transcription, retrieve real-time and historical transcripts, and search across sessions.
johanthoren/parrotscribe-mcp
git-issuer-mcp
by espoir-dite
Enables AI agents to create GitHub issues on explicitly allow-listed repositories using GitHub App authentication, with input validation, rate limiting, and no token exposure.
ESPOIR-DITE/git-issuer-mcp
WhatsApp MCP
by roee-tsur
Send WhatsApp messages from your own personal number via AI assistant, with confirm-before-send and ability to read and summarize recent chats.
Roee-Tsur/whatsapp-mcp
engagelab-sms-mcp
by devengagelab
Enables AI assistants to send template-based SMS messages through EngageLab. Supports multiple recipients and template parameters via a single tool.
DevEngageLab/engagelab-sms-mcp
fridge-mcp
by pozzitron1337
Enables users to manage their fridge inventory by listing, adding, removing, checking items, and identifying expiring items, as well as getting dinner ideas from available ingredients.
Pozzitron1337/fridge-mcp
reposit-bot/reposit-mcp
by reposit-bot
Enables AI agents to search, share, and vote on community knowledge solutions via the Reposit platform.
reposit-bot/reposit-mcp
truss44/mcp-crypto-price
by truss44
Provide real-time cryptocurrency price data and market analysis.
truss44/mcp-crypto-price
Setell
by setell-ai
Modern quote to cash powered by AI
Setell-AI/setell-mcp
mountain-pass/addressr-mcp
by mountain-pass
MCP server for Australian address search and validation powered by Addressr.
mountain-pass/addressr-mcp
Simple MCP Server - Learning Edition
by ythabti
A minimal, well-commented MCP server designed to teach how MCP servers work, with example tools like adding numbers, formatting text, and getting the current time.
ythabti/MCP-Server
claude-telegram-supercharged
by k1p1l0
Supercharged Claude Code Official Telegram plugin — threading, voice messages 2 ways, stickers, GIFs, reactions, MarkdownV2 & more. Drop-in replacement.
k1p1l0/claude-telegram-supercharged
otel-server
by cruz-andr
MCP server for Docker container inspection and OpenTelemetry trace querying via Jaeger
cruz-andr/otel-server
Cloudflare Playwright MCP
by erikzrekz
Enables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots.
erikzrekz/torveq-playwright-mcp
resume-scorer-mcp
by khushalb25
MCP server that scores a structured resume against a deterministic 4-category engineering rubric, providing numeric scores, evidence, bonus points, deductions, and improvement areas without an LLM call.
KhushalB25/resume-scorer-mcp
CSPR[dot]trade MCP
by make-software
The CSPR.trade MCP server provides AI Agents with 14 tools for interacting with the CSPR.trade decentralized exchange on the Casper Network.
make-software/cspr-trade-mcp
WeatherAI MCP
by weatherai-io
WeatherAI MCP server — 11 live weather tools for Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI assistant
weatherai-io/mcp-server
mcp-imdb MCP server
by clsung
MCP Server for IMDB
clsung/mcp-imdb
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