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-gmail
Enables interaction with Gmail through the Gmail API to read unread messages, retrieve email threads, and create draft replies programmatically. Supports OAuth authentication and automated email processing through natural language.
martingaston/mcp-gmail
Task MCP Server
Enables AI clients to manage todo tasks through Tools for adding, listing, completing, and searching, alongside Prompts for daily reviews and task breakdowns. Exposes task lists and statistics as Resources with local JSON file persistence.
m-higuchi/mcp-sample
Vibetest Use
An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.
abakhru/mcp-python-agent
Discord MCP Server
一个用于发送discord信息的mcp webhook工具
mabingyin-seek/mcp-discord-webhook-server
DolphinScheduler MCP Server
A Model Context Protocol (MCP) server for Apache Dolphinscheduler. This provides access to your Apache Dolphinshcheduler RESTful API V1 instance and the surrounding ecosystem.
ocean-zhc/dolphinscheduler-mcp
mcp-docs-reader
A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other AI agents for document-based question answering.
AIMIZING/mcp_docs_reader
Nuvama-MCP 🛠️
MCP server to connect to nuvama-trade apis
alokamgnaneswarasai/nuvama-mcp
🚀 TaskMaster: Todoist MCP for Cursor AI
A lightweight Model Context Protocol (MCP) server that enables natural language interaction with your Todoist tasks directly from your IDE. Built with simplicity and maintainability in mind.
mingolladaniele/taskMaster-todoist-mcp
Bevy Docs Search
Semantic search for Bevy game engine documentation using vector embeddings and Milvus database.
aojiaoxiaolinlin/docs_mcp
Rbdc Mcp
A database server based on Model Context Protocol (MCP), supporting SQLite, MySQL, PostgreSQL, and MSSQL databases.
rbatis/rbdc-mcp
World Bank Data
Connects to World Bank open data API for exploring and analyzing global socioeconomic indicators and development trends.
anshumax/world_bank_mcp_server
DM20 Protocol
A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaigns, featuring tools for character sheets, combat tracking, and world-building. It enables players and DMs to interact with 5e game mechanics and query personal PDF rulebooks using RAG capabilities.
Polloinfilzato/dm20-protocol
LinkedIn MCP Server
Enables users to search for jobs, retrieve profiles, and fetch feed posts through the LinkedIn API. It also provides tools for analyzing and extracting data from PDF resumes.
o2alexanderfedin/linkedin-mcp
Marketo MCP Server
An MCP server that exposes Adobe Marketo REST API operations as tools for AI assistants and MCP clients. It enables comprehensive management of Marketo assets including leads, activities, emails, smart campaigns, and programs.
tyron-pretorius/marketo-mcp
Mcp Agents Basic
basic demo of a MCP server and client
Jason-CKY/mcp-agents-basic
RooCode-RAG-Lookup
Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.
Mazchoo/RooCode-RAG-Lookup
Test MCP Mar19 USDC MCP Server
An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC API through standardized tools. It supports seamless integration via the Model Context Protocol and features Docker-ready deployment.
Traia-IO/test-mcp-mar19-usdc-mcp-server
Utility MCP Server
A general-purpose MCP server providing time-related utilities such as fetching current time, Unix timestamps, and formatting services. It supports both local stdio and remote SSE communication modes for versatile AI client integration.
Love-Gwen2025/mcp-server
Kafka MCP Server
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging franz-go and mcp-go.
tuannvm/kafka-mcp-server
Personal Research Assistant MCP
Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.
chakri01/research-assistant-mcp
MCP Reminder
An MCP server for managing alarms and todo lists with support for natural language time parsing and persistent data storage. It enables AI assistants to set reminders, track tasks, and provide active notifications for upcoming events.
sheacoding/mcp-reminder
test-serper-mcp
Provides access to Serper.dev's Google Search API for searching, news, images, and places with support for both API key authentication and blockchain-based pay-per-use payment.
Traia-IO/test-serper-mcp-mcp-server
Dummy MCP Server
n8n을 위한 sse 기반 mcp server 입니다.
restful3/dummy_mcp_server
MCP (Model Context Protocol) Server for taking notes.
MCP Server for taking notes using an LLM client like Claude Desktop.
BeingSoumyadeepSharma/mcp-notes
RewindMCP
An MCP server that interfaces with the Rewind.ai SQLite database to provide access to audio transcripts, screen OCR data, and activity tracking. It enables AI models to search personal memory, retrieve past conversations, and analyze application usage history.
pedramamini/RewindMCP
CognOS Session Memory
Verified context injection via epistemic trust scoring for session continuity between conversations.
base76-research-lab/cognos-session-memory
Integrations MCP
A comprehensive MCP server providing over 390 tools across 66 providers, including major SaaS platforms like GitHub, Slack, and Stripe. It enables AI assistants to interact directly with a wide array of public APIs and utility services through a single interface.
Shriram-Vasudevan/integrations-mcp
insights-mcp-server
Red Hat Insights MCP Server POC
psegedy/insights-mcp-server
MCP Weather & Accruals Server
Provides weather data via OpenWeatherMap API, file operations, and integration with remote PostgreSQL database for managing accrual records through a FastAPI backend, all accessible through natural language via Deepseek.
ASXRND/MCP_deepseek
arXiv MCP Server
Enables LLMs to search, fetch, and manage arXiv research papers across various categories. It allows users to browse recent publications, query specific metadata, and retrieve full abstracts through a local database.
lingqukan/arxiv-today-mcp
Lldb_mcp
A proper, clean LLDB MCP server with minimal dependencies and all functionality!
stableversion/lldb_mcp
Naver Mail MCP Server
An MCP server that enables users to interact with their Naver Mail account via the Model Context Protocol. It allows for seamless mail integration and management within MCP-compatible clients like Claude Desktop.
Leonamin/NaverMail-MCP-Server
Talk2Data InsightGenius
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with significance testing, ANOVA, correlation, gap analysis, and publication-ready Excel exports. Upload once, analyze unlimited.
quack2025/spss-insightgenius-api
SonarQube MCP Server
A read-only MCP server that provides AI assistants with structured access to SonarQube projects, issues, metrics, and rules. It enables safe analysis of code quality and security findings through a set of validated, safety-first tools.
anggakawa/sonarqube-ce-mcp
MCP Web Utilities Server
Exposes tools for performing web searches via DuckDuckGo and fetching webpage content as simplified Markdown using crawl4ai. It enables language models to search the internet or specific websites and retrieve cleaned page text for analysis.
RocwoDev/McpServer
Enterprise MCP Server
Enables querying Chinese enterprise business data including company profiles, shareholder information, investments, branch offices, and key personnel through fuzzy search and detailed lookups.
handaas/enterprise-mcp-server
ServiceTitan MCP Server
Provides AI assistants with direct access to ServiceTitan's field service management platform for home services contractors. It enables users to manage customers, jobs, appointments, technician dispatching, and invoices through natural language.
cahlan/servicetitan-mcp
Avanti Fellows PostgreSQL MCP Server
Read-only MCP server that enables AI tools like Claude and Cursor to query the Avanti Fellows PostgreSQL database, providing schema inspection, data sampling, and SELECT query execution capabilities.
avantifellows/mcp-postgres
Gmail MCP Server
Enables AI assistants to interact with Gmail accounts for reading unread emails, creating draft replies with proper threading, and managing messages, with optional professional writing guidelines, templates, and Google Docs/Calendar integration.
RihardsJ/gmail-mcp
MCP Logback Analyzer
A FastMCP-based tool for analyzing logback log files to detect code defects and generate automated fix suggestions. It features intelligent stack trace filtering and token optimization to efficiently identify and resolve application errors.
mengbi-super/MCP-TOOLS
Canvas MCP Server
Connects Claude Desktop to Canvas LMS to monitor academic activities like assignments, announcements, and upcoming deadlines. It enables users to track courses and pending tasks through a unified interface using the Canvas REST API.
The-greenpanter/canvas-mcp
DuckDuckGo MCP Server
DuckDuckGo MCP Server for Claude Desktop and Cursor
rsimd/duckduckgo-mcp-server
YouTube Knowledge Base MCP
Builds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.
Miandari/youtube-knowledge-base-mcp
Umbrella Terminal MCP
Provides access to 67 tools for querying Colorado legislative intelligence, including bills, statutes, rules, and campaign finance. It enables AI agents to analyze legislative attribution chains, stakeholder data, and legislator voting records.
TheBlackCompany/umbrella_terminal_mcp
mysql_mcpserver_stdio
批量生成基于mysql数据库的mcpserver,支持stdio传输。Generate MCP servers in batch based on MySQL database, supporting stdio transmission.
lanjunfei/mysql_mcpserver_stdio
MySQL Managing MCP
Enables interaction with MySQL databases through tools for listing tables, querying table schemas, executing queries, viewing indexes, and analyzing query execution plans.
lclpedro/mcp-mysql
Odoo MCP Server
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, providing full access to models, records, and custom methods. It supports searching for employees and holidays, as well as general record management using the Model Context Protocol.
bader1919/odoo-mcp-dxt
Document Reading and Converter Tool
Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.
mffrydman/doc-reading-mcp
E01 LNK MCP Server for Digital Forensics
Enables digital forensic analysis of Windows shortcut (LNK) files from E01 disk images. Supports automatic partition detection, LNK file extraction, metadata parsing, and timeline analysis through MCP-compatible agents.
hoihosick/lnk_mcp_server
mcp-mcpmarket
Enables discovery and automatic installation of MCP servers via mcpmarket.com integration. Searches repositories, scrapes GitHub READMEs for configuration details, and provides one-click installation to MCP clients.
Xzeroone/mcp-mcpmarket
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