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.
🧠 AI会話記録・活用統合システム
🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor
okamyuji/conversation-system
[WIP] Programmable Email
MCP server for Gmail
juecd/programmable-email
BirdNet-Pi MCP Server
Local Model Context Protocol Server with BirdNet-Pi integration
DMontgomery40/mcp-local-server
Nutrient DWS MCP Server
A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.
PSPDFKit/nutrient-dws-mcp-server
MCP-Server-Research-Tool
Uses an MCP server, API key, and claude to search thousands of sources and compile any topic into neatly formatted notes in markdown.
atimmeny27/MCP-Server-Research-Tool
mcp-server-agenda
A model context protocol server to interface the agenda note taking software using x-callback-url
alexgoller/mcp-server-agenda
Attest
Enforce scoped credential tokens on every MCP tool call with cryptographic JWT verification.
chudah1/attest-dev
LeaveManager MCP Server
A minimal MCP server providing a structured API for a simple leave management system.
Jay-Vala/leave_manager_mcp
This MCP server allows AI agents to work with TMUX as a termnial session manager
MCP server for shell interaction via libtmux!
Orad/tmux-mcp-server
Ref
Up-to-date documentation for LLMs and coding agents. Includes public Github repos and documentation sites for all the most used platforms, libraries and APIs.\n\nSee https://ref.tools for more information.
ref-tools/ref-tools-mcp
MCP-Browse
An MCP Server that gives the LLM some basic browsing capabilities
tylergannon/mcp-browse
runpod/runpod-mcp
MCP server for interacting with RunPod API
runpod/runpod-mcp
yfinance MCP Server
MCP Server for fething yfinance financial data into Claude Desktop
9nate-drake/mcp-yfinance
MCP Server for the Jina.ai Reader API
Model Context Protocol (MCP) Server for the Jina.ai Reader API
ASRagab/mcp-jinaai-reader
StockSense MCP Server
A real-time stock market insights platform powered by an MCP server that aggregates news, sentiment, trends, and research from multiple sources using scraping tools and LLMs helping investors make informed, actionable decisions with a comprehensive view of stock performance and market movement.
danula-rathnayaka/StockSense_MCP_Server
Video Editor MCP server
MCP Interface for Video Jungle
burningion/video-editing-mcp
GitHub MCP Server
Model Context Protocol (MCP) server for GitHub based on mcp-go
geropl/github-mcp-go
Steel MCP Server
MCP Server for interacting with a Steel web browser
steel-dev/steel-mcp-server
Discord MCP Server
Discord MCP Server for Claude Integration
v-3/discordmcp
Python MCP Server Project
Model Context Protocol server
donohue76/mcp_server_project
🏓 MCP Ping-Pong Server with FastAPI
🏓 An experimental and educational app for Ping-pong server demonstrating MCP (Model Context Protocol) calls via FastAPI
kimtth/mcp-fastapi-ping-pong
prts-mcp
Arknights PRTS Wiki MCP Server — queries the PRTS Wiki API for full-text search and article extraction, and serves auto-synced operator archives, voice lines, and story/event scripts from game data. Designed for fan-creation AI agents that need accurate lore, character profiles, and in-character dialogue references.
3aKHP/prts-mcp
Transport for London
Provides real-time London transport data including tube line status, detailed disruption information, and comprehensive journey planning between any London locations or UK postcodes with intelligent location disambiguation and multi-modal route options.
anoopt/london-tfl-journey-status-mcp-server
RunPod
Manage your RunPod cloud resources directly through an MCP-compatible client. Create, list, update, start, stop, and delete pods, serverless endpoints, templates, network volumes, and container registry authentications with ease. Streamline your RunPod operations using natural language commands via Claude or other MCP clients.
runpod/runpod-mcp-ts
MCP JIRA Server
MCP (Model Context Protocol) server for JIRA integration
codingthefuturewithai/mcp_jira
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various documentation sources. It provides tools for querying and extracting relevant information from documentation, making it an essential resource for developers working with libraries
shiv-rna/MCP-Server-101
Apstra Mcp Server
Python script to test Model Context Protocol (MCP) server for Juniper's Apstra Fabric manager's APIs.
vignitin/apstra-mcp-server
MCP Playwright Browser
Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.
Mhrnqaruni/mcp-playwright-browser
Gmail-mcp-server
A resilient MCP server built with fastMCP for sending emails through Gmail's SMTP server using AI agents.
MaitreyaM/Gmail-mcp-server
Omeka S MCP Sample
This project demonstrates how to integrate Omeka S API with Claude Desktop using MCP (Model Context Protocol).
nakamura196/omeka-s-mcp-sample
Time Tools Mcp Server
MCP server to enable AI agents to perform time-related processing, such as retrieving the current time
t-shiratori/time-tools-mcp-server
MCP server in Python
Creating a barebones MCP server around python (plus uv), encapsulated in a nix flake
mccartykim/minimal-mcp-in-nix
serverMCprt
prueba
kevinixz/serverMCprt
Build the container
docker-based mcp server that enables Claude to fetch biological sequence data from NCBI
actual-awg/mcp-ncbi-fetcher
model-context-playground
Playing around with MCP clients and servers
jsnyde0/model-context-playground
engram-rs
Persistent memory for AI agents — organized by time and space. Important memories get promoted, noise decays naturally, and related knowledge clusters into a browsable topic tree. Fully automatic.
kael-bit/engram-rs
wegene-assistant MCP server
MCP server to analyze your genetic test results from WeGene
xraywu/mcp-wegene-assistant
Google Workspace MCP Server
A Model Context Protocol server for Google Workspace integration (Gmail and Calendar)
epaproditus/google-workspace-mcp-server
TimeTagger MCP Server
A MCP server for the timetagger tool, allowing you to start, stop timers and get reports directly from your MCP Client
regismesquita/timetagger-mcp
mcp-servers
🚀 The Model Context Protocol servers on my machine
goofansu/mcp-servers
ProjectDocHelper
ProjectDocHelper is an MCP (Model Context Protocol) server designed to automatically generate project documentation and make it accessible to AI development tools like Cursor through MCP, thereby improving the accuracy and relevance of AI responses.
Stark1937/ProjectDocHelper
ComfyUI MCP Server
generate_image and other workflows
zuojianghua/comfyui_mcp_server
Jalali MCP Server
jalali date mcp server
pfndesign/jalali-mcp-server
Mnemo Cortex
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based summaries, context compaction, and 7 MCP tools. Open source, self-hosted, zero API cost.
GuyMannDude/mnemo-cortex
🤔 Thoughtful Claude - DeepSeek R1 Reasoning Server
MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔
martinbowling/thoughtful-claude
Valjs
an mcp server for a valtown wrapper (terrible description)
thomasdavis/valjs
ragflow mcp server
A mcp server to retrieve documents from ragflow
xiangmy21/ragflow_mcp_server
Model Context Protocol (MCP) Server for Local MySQL
Quick little template for a local MCP MySQL server.
Martyr2/mcp-mysql-py
Northern Trust MCP Layer
A 'Server of Servers' architecture that aggregates domain-specific financial data capabilities into a single governed interface. It enables users to access fund performance tools like returns, benchmark comparisons, and risk-adjusted metrics through a unified MCP-compliant gateway.
vbzvibin/MCP_V3
Neo4j MCP Server for Cursor
A Cursor MCP (Model Context Protocol) server that enables seamless interaction with Neo4j databases directly from the Cursor IDE.
ezedinff/neo4j-mcp
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