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.
StarRocks Official MCP Server
StarRocks MCP (Model Context Protocol) Server
StarRocks/mcp-server-starrocks
MCP Server for TheHive
MCP Server for TheHive
gbrigandi/mcp-server-thehive
productplan-mcp-server
MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features.
olgasafonova/productplan-mcp-server
WooCommerce MCP Server
A production-grade MCP server for the WooCommerce REST API, enabling AI assistants to manage products, orders, customers, and store settings.
AlexlaGuardia/MCP-WooCommerce
ns-bridge
An MCP server that enables AI assistants to interact with the Netherlands Railways (NS) API for route planning, pricing, and real-time departure information. It provides tools for searching stations, planning trips with connections, and viewing real-time departure boards.
eze-godoy/mcp-server-ns-bridge
mcp-datetime
A MCP server for datetime formatting and file name generation.
ZeparHyfar/mcp-datetime
MCP Remote Access
Enables SSH and UART/serial port access for Claude Code to directly control remote devices like Raspberry Pi, embedded systems, and IoT devices. Supports command execution, file transfers via SFTP, and serial communication.
RFingAdam/mcp-remote-access
Интеграция Strava API с Model Context Protocol (MCP) SDK
Интеграция Strava API с Model Context Protocol SDK
rbctmz/mcp-server-strava
Reqable Capture Reader MCP Server
Enables AI assistants to query, filter, and analyze local HTTP capture records and REST API test data from the Reqable tool. It provides read-only access to inspect request/response details, headers, and statistics through natural language.
iambond50-svg/reqable-mcp
FastAPI MCP Server
A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.
Nabeelshar/fastapi-mcp-server
UU跑腿 MCP Server
Enables AI agents to create and manage delivery orders through UU跑腿 (UU Errands) delivery service platform. Supports price quotes, order creation, order tracking, and real-time courier location through natural language commands.
uupt-mcp/uupt-mcp-server
MCP Server Knowledge Engine
Transforms PDF collections into a searchable knowledge base using TF-IDF indexing and proximity matching. It enables users to search documents, retrieve specific page content, and manage document libraries through natural language via MCP clients.
lhstorm/mcp_server_knowledge_engine
AI Optimizer MCP
A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.
BarackNdenga/AI-Task-Optimizer-MCP
PlanExe
Converts a plain-english goal into a structured plan document: Gantt chart, risk, stakeholders, SWOT, and role descriptions. A detailed first draft - expect to verify budgets and timelines before use.
PlanExeOrg/PlanExe
Anna's Archive
Integrates with Anna's Archive to provide search and download capabilities for Creative Commons publications and public domain materials, requiring API key authentication and emphasizing responsible use for research and educational workflows.
iosifache/annas-mcp
Trading212 MCP Server
A Model Context Protocol (MCP) connector tool for interfacing agentic AI with the Trading212 broker
lukeplausin/mcp-server-trading212
MCP Go SDK
Build Model Context Protocol (MCP) servers in Go
riza-io/mcp-go
Godot MCP Documentation Server
Provides AI assistants with direct access to the complete Godot Engine documentation, including classes, tutorials, and features. It enables developers to retrieve and analyze official documentation through natural language interfaces using the Model Context Protocol.
banned104/godot-docs-mcp
Excel MCP Server
A Model Context Protocol (MCP) server that reads and writes MS Excel data
negokaz/excel-mcp-server
Files.com MCP Server
Files.com MCP allows your AI model, like ChatGPT or Claude, to use Files.com directly. Want to move files, copy files, or perform real File Transfer in the Cloud and to/from on-premise servers via AI? You're in the right place.
Files-com/files-mcp
odoo-mcp-gateway
Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security
parth-unjiya/odoo-mcp-gateway
Templonix Lite
Local AI agent infrastructure with FAISS-based vector memory, document ingestion, workflow templates, and integrations with Gmail, Google Calendar, Eraser.io, and Jina.
0xcjt/templonixlite
UK Legal Research MCP Server
Provides comprehensive tools for searching UK case law, legislation, parliamentary Hansard debates, and HMRC tax guidance. It features a specialized OSCOLA citation parser to extract and resolve legal references directly from text.
paulieb89/uk-legal-mcp
Boss Zhipin MCP Server
Automates job searching and initial communication on the Boss Zhipin platform by parsing resumes and matching them with relevant job listings. It includes anti-bot detection features and supports automated messaging to HR representatives through various MCP clients.
Moon7z/boss-zhipin-mcp
YouTube Transcript MCP Server
Enables users to extract, search, and analyze YouTube video transcripts directly within MCP-compatible clients. It supports advanced features like time-chunked summaries, keyword searching with surrounding context, and batch processing for multiple videos.
alex2zimmermann-ux/yt-transcript-mcp
GDB MCP Server
An MCP server for GDB debugging.
smadi0x86/GDB-MCP
genome-mcp
Intelligent Genomic Data Server Provides high-quality gene information queries, homologous gene analysis, and evolutionary research functions via the MCP protocol.
gqy20/genome-mcp
Twitter MCP Server
Enables interaction with Twitter/X data to retrieve user profiles, search tweets, and track engagement metrics. It provides advanced capabilities for monitoring follower events, KOL activity, and accessing deleted tweets.
6551Team/opentwitter-mcp
Learning Hub
AI learning assistant for families. Manages game time rewards based on school grades, homework, and bonus tasks. Syncs with EduPage/PRONOTE. 78 MCP tools with instruction workflows.
genyk1p/learning-hub-mcp
MCP Manager
A tool that allows calling different AI models with multiple sets of MCP servers
DMaxter/mcp-manager
Polymarket MCP Server
Provides AI-powered tools for searching Polymarket prediction markets and calculating financial metrics like expected value and Kelly bet sizing. It enables users to perform arbitrage scanning, news-based sentiment analysis, and market research through natural language interfaces.
Miles0sage/polymarket-mcp
MCP Server for Odoo
Enables AI assistants to interact with Odoo ERP systems through natural language, allowing users to search, create, update, and manage business records like customers, products, and invoices across any Odoo instance.
elevateinformatics/mcp-server-odoo
PromptQL MCP Server
Model Context Protocol (MCP) server for Hasura PromptQL
hasura/promptql-mcp
Yokai MCP Template 🏗️
MCP server template based on the Yokai Go framework.
Suraj1245/yokai-mcp-template
ReNoUn
Structural risk telemetry for crypto markets, classifying regimes as bounded, active, or unstable with stability half-life predictions.
98lukehall/renoun-mcp
AWS MCP Server
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudWatch, along with a generic SDK wrapper for any AWS operation. It also supports cost monitoring and optional vector store capabilities for document ingestion and search.
Havoc24k/aws-sa-tools-mcp-server
Firecrawl MCP for Zed
Firecrawl MCP Server for Zed
akbxr/firecrawl-mcp-zed
SQLite-MCP
..
AbdullahAsifButt/SQLite-MCP
mcp-autogui-multinode
An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse and keyboard operations across local or remote distributed environments. It provides comprehensive tools for screen interaction, including clicking, typing, and capturing screenshots.
stonehill-2345/mcp-autogui-multinode
OSV MCP Server
An MCP server for OSV
StacklokLabs/osv-mcp
sandboxapi-mcp
Execute code in 8 programming languages via gVisor-sandboxed Docker containers. Supports Python, JS, TS, Go, Java, C++, C, and Bash.
sandboxapi/sandboxapi-mcp
coros-workout-mcp
Enables Claude to design strength workouts and push them directly to COROS watches via the Training Hub API. It supports searching an exercise catalog, creating workout routines, and listing existing workouts.
rowlando/coros-workout-mcp
Telegram MCP Server & Channel Monitor
A comprehensive MCP server providing 35 tools for managing Telegram messages, media, and chat interactions via the Bot API. It also features a real-time monitoring system using the Telethon User API to log messages from specific channels.
ruchiayeon/telegram-mcp
PlanningCopilot
A tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training.
SPL-BGU/PlanningCopilot
Databricks MCP Server App
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over 80 tools for interacting with workspace services like SQL warehouses, Unity Catalog, and AI/BI dashboards. It enables users to manage and query Databricks resources via natural language in the AI Playground using a Streamable HTTP transport.
rohit-db/databricks-mcp-app
mcp-imdb
Enables access to IMDB movie and entertainment data through the Model Context Protocol. Note: The README describes a notes system but the project name suggests IMDB functionality.
SteveGustavson/mdb-mcp-server
Razorpay MCP Server (Official)
Razorpay's Official MCP Server
razorpay/razorpay-mcp-server
Recash1 MCP Server
Enables access to the Recash1 API for searching and retrieving product information from a database, including filtering products and getting all products with their codes.
BACH-AI-Tools/bachai-recash1
rust-faf-mcp RMCP
Persistent project context in Rust. 8 MCP tools via rmcp SDK — parse, validate, score, compress, discover, and token analysis. Single binary, zero config. IANA-registered format (application/vnd.faf+yaml). One file, every AI platform.
Wolfe-Jam/rust-faf-mcp
Kafka MCP Server
An MCP server that enables interaction with Kafka clusters to manage topics, monitor consumer groups, and stream messages. It provides a comprehensive suite of tools for broker metadata inspection and local Kafka user management.
jilanisayyad/kafka-mcp-server
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