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.
MCP Telemetry
Observability helps. This MCP server adds tracing to all your conversations on Claude (or suitable MCP client) so that you can trace, understand, debug and report on your all your interactions.
xprilion/mcp-telemetry
Gmail MCP Server
Enables reading, sending, archiving, and managing Gmail emails and labels through Google OAuth authentication, acting as an OAuth proxy to the Gmail API.
domdomegg/gmail-mcp
MCP Weather Server for Claude
An MCP server for Claude that provides real-time weather alerts and forecasts using the U.S. National Weather Service API. Built with fastmcp and httpx, it exposes two tools: get_alerts (by state) and get_forecast (by lat/lon). Uses stdio transport for Claude integration.
shiragannavar/MCP-Server---Weather
Test d'intégration MCP Server GitHub
Référentiel de test pour l'intégration MCP server GitHub
Erkkul/mcp-server-test
Calendar MCP Server
A unified Model Context Protocol server for managing calendars across Google Calendar, Microsoft 365, and Exchange On-Premises. It provides tools for scheduling, conflict detection, and event management across multiple provider accounts using a consistent data format.
rauf543/calendar-mcp
Food402
An MCP server that enables AI assistants to order food from TGO Yemek by browsing restaurants, managing carts, and completing checkouts. It allows users to handle address selection and order tracking directly through natural language interactions.
rersozlu/food402
XRPL MCP Service
An MCP server implementation for interacting with the XRP Ledger blockchain
tedlikeskix/xrpl-mcp-service
OpenAPI Unbundler
Splits and extracts portions of OpenAPI specification files into smaller, more focused files while preserving referenced components for improved documentation and maintainability.
auto-browse/unbundle_openapi_mcp
Mcp Google Docs
mcp server for creating, reading, editing google docs (supports comments)
phact/mcp-google-docs
MCP Analysis Templates
MCP server for managing and serving analysis prompt templates
mikeskarl/mcp-prompt-templates
MCP Server Demo
一个基于MCP框架的服务器演示项目,提供了简单的API接口实现,包括数字运算、时间查询、订单信息查询等功能。
raycao871218/mcp-server-demo
cc-channel-mem
An MCP server and background daemon that captures Discord and Telegram conversations locally to provide persistent memory for Claude Code sessions. It enables hybrid search and automatic context injection of chat history to maintain continuity across development sessions.
AlexAI-MCP/cc-channel-mem
Fluent MCP
python package for creating MCP servers with embedded LLM reasoning
FluentData/fluent_mcp
Data Engineering Tutor MCP Server
Provides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.
scriptstar/de-mcp-server
Google Scholar MCP Server
A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
JackKuo666/Google-Scholar-MCP-Server
Todoist Mcp
This MCP server enables advanced task and project management via Claude Desktop and other MCP-compatible clients.\n
stevengonsalvez/todoist-mcp
whatsapp-mcp
An MCP server that connects Claude to WhatsApp for reading group messages, searching conversations, and sending messages. It includes advanced tools for analyzing group activity patterns, member statistics, and syncing message history.
kotevcode/whatsapp-mcp
MCP2Tavily
一个MCP服务器,让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that allows your Claude Cline and Langchain to implement network search functions.
mcp2everything/mcp2tavily
CalcsLive MCP Server
Enables AI agents to perform unit-aware engineering calculations with automatic unit conversion, dependency resolution, and access to 500+ units across 75+ categories through the CalcsLive calculation engine.
CalcsLive/calcslive-mcp-server
MCP-Wikipedia-API-Server
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
Rishavv007/MCP-API-Server
YR MCP Server
MCP Server for using Yr Weather Data as Context in LLM tools.
AnyContext-ai/yr-mcp-server
Easy MCP GitHub Tools Application
A set of powerful tools designed for seamless integration with GitHub via MCP
ground-creative/easy-mcp-github-tools-python
json2video MCP Server
Message Communication Protocol server for json2video API integration
omergocmen/json2video-mcp-server
Knowledge Graph Memory Server
A persistent memory system using a local knowledge graph that enables Claude to remember information about users across chats, with advanced search, graph traversal, and filtering capabilities for entities, relations, and observations.
guinacio/better-memory-mcp
Google Docs MCP
Enables reading and editing Google Docs documents, including creating documents, inserting and deleting content, formatting text, and performing find-and-replace operations through natural language.
domdomegg/google-documents-mcp
Couchbase
Interact directly with Couchbase databases on Capella clusters. Query buckets, perform CRUD operations, execute N1QL queries, and manage data seamlessly through natural language.
aniket310101/mcp-server-couchbase
Agent Progress Tracker MCP Server
Enables AI agents to track, search, and retrieve their progress across projects with persistent memory using SQLite storage and LLM-powered summarization. Supports logging completed work, searching previous entries, and retrieving context for multi-step or multi-agent workflows.
thesammykins/context-mcp
mcp
mcp example from webset
zhkzly/mcp_leanring
MCP-Shield
Security scanner for MCP servers
riseandignite/mcp-shield
clavis-mcp-server
Secure credential management for AI agents — encrypted storage, auto-refresh, and rate limiting via a single MCP call. Supports OpenAI, Anthropic, Stripe, GitHub, Brave Search, Kalshi, Coinbase, plus generic API key and OAuth2 for any service.
KN0WBOT/clavis-mcp
OneNote MCP Server
Enables AI assistants to securely interact with Microsoft OneNote data through the Microsoft Graph API. It supports comprehensive management tasks including searching page content, creating and editing notes, and automating productivity workflows like daily note creation.
dcpurnell/onenote-mcp
The Verge News MCP Server
MCP server for The Verge news RSS feed
manimohans/verge-news-mcp
MCP Code Analyzer
A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions.
emiryasar/mcp_code_analyzer
AI Peer Review MCP Server
Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness through AI collaboration.
xyehya/ai-peer-review-mcp
Shopify MCP Server
Enables AI assistants to access and manage Shopify store data including products, orders, inventory, and analytics through the Model Context Protocol. It allows users to query store performance and customer details using natural language.
Splaticusamz/shopify-mcp
MemProcFS-mcp-server
MemProcFS-mcp-server
Tokeii0/MemProcFS-mcp-server
MCP服务器项目说明
mcp_server
ningwenjie/mcp_server
MCP EVM Signer
MCP server for managing EVM keys and deploying smart contracts via Infura
zhangzhongnan928/mcp-evm-signer
BCH MCP Server
A comprehensive Bitcoin Cash (BCH) MCP server that enables wallet management, transaction utilities, and full CashToken operations including genesis, minting, and burning. It also provides advanced features such as escrow contracts, smart contract documentation, and real-time currency conversion.
CashLabs-Dev/bch-mcp
MCP server for io.livecode.ch
Run io.livecode.ch as an MCP server
namin/livecode-mcp
Trello
Integrates with Trello's REST API to manage boards, lists, cards, labels, and actions with batch operations, comment management, and comprehensive project tracking capabilities.
adriangrahldev/advanced-trello-mcp-server
aws-mcp-infra-helper
This creates an MCP server enabling Claude to run security scans on Terraform code, create architecture diagrams of your AWS cloud architectures and execute terraform commands to deploy or modify resources
madhurprash/aws-mcp-infra-helper
mcp-cps-data MCP server
MCP Server for locally hosted data on Chicago Public Schools
mdagost/mcp-cps-data
MCP-Wikipedia-API-Server
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
Rishavv007/MCP-Wikipedia-API-Server
Myself MCP Server
Provides a comprehensive interface to a personal knowledge base, including tools to query professional skills, project history, and business strategy. It enables natural language search across personal profile data, resumes, learning roadmaps, and goal metrics.
G-Hensley/myself-mcp-server
istio-mcp
A tool library that encapsulates istio mcp client/server
slime-io/istio-mcp
Obsidian Index MCP server
MCP server providing sementic search over Obsidian vaults
tcsavage/mcp-obsidian-index
Zed Brave Search Context Server
Adds the Brave Search MCP server to Zed's assistant panel.
reecelikesramen/zed-brave-search-context-server
Google Maps Places MCP
Search for places using Google Maps Places API and retrieve place photos. Supports text-based place searches with details like ratings, hours, and addresses.
domdomegg/google-maps-places-mcp
clickup-operator MCP server
Model Context Protocol (MCP) server implementation for ClickUp integration
noahvanhart/mcp-server-clickup
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