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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H3C CLI MCP Server
by enzymecat9
Telnet-based MCP server for H3C network device CLI, enabling connection, command execution, and device mode detection via natural language.
enzymecat9/h3c-cli-mcp
Notion MCP Server
by billythek
Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.
Billythek/notion-mcp
weather
by dhruvagarwal29
Provides weather forecasts, current conditions, and alerts for US locations using the National Weather Service API.
dhruvagarwal29/us-weather-mcp
email-mcp-postale
by ssk1noscai
Enables Claude Desktop to interact with Postale.io email accounts, supporting multiple mailboxes with features like reading, searching, replying, drafts, and batch operations.
ssk1noscai/email-mcp-postale
GoldenGate MCP Server
by elbachir-salik
A production-grade MCP server that exposes real-time banking data replicated via Oracle GoldenGate CDC as structured tools for AI agents, enabling read, score, and write operations on customer, account, transaction, and alert data.
elbachir-salik/goldengate-mcp
BotnBot MCP
by frocher
MCP Server for Botnbot
frocher/botnbot_mcp
symbiopulse
by orpheus-k
SymbioPulse is an MCP-first context layer for AI coding agents that builds persistent project memory from directory fingerprints, task-to-file synapses, DNA constraints, and reusable skills, exposing it through MCP tools.
Orpheus-K/symbiopulse
QueryForge
by mikebenisberchmans
A unified MCP server that lets Claude query any SQLite database and build live Streamlit dashboards — all from a single conversation.
Mikebenisberchmans/Queryforge
korean-law-mcp
by juhyunchoi2000
Enables searching and retrieving Korean laws, precedents, and administrative rules through the National Law Information Center Open API, optimized for AI agents.
juhyunchoi2000/korean-law-mcp
Holded MCP Server
by javichulvi
An open-source MCP server for the Holded API that enables natural language management of invoicing, CRM, projects, team, and accounting.
JaviChulvi/holded-mcp
Skill Agent Gateway
by yanshawn
An MCP server that provides intelligent discovery, search, and on-demand loading of Claude Code skills and agents, reducing token usage by lazy loading.
YanShawn/skill-agent-gateway
thread-storm
by asadhuddleduck
MCP server for publishing threads to Threads and Twitter/X simultaneously from Claude Code. Journal your thoughts, convert them to viral threads, and post everywhere at once.
asadhuddleduck/thread-storm
Open Information MCP Toolkit
by vicovrnk
Self-hosted MCP toolkit providing web search, Wikipedia, and arXiv access without mandatory API keys, delivered as a Docker Compose bundle.
Vicovrnk/open_information_mcp
MCP Advanced Reasoning Server for Cursor AI
by azdeltaqq
This is a very basic implementation of an Mcp-Reasoning-Server for Cursor AI .
AzDeltaQQ/Mcp-Reasoning-Server
MCP-pptr
by ringotc
Provides browser automation and DevTools capabilities via Puppeteer, with Docker support for consistent environments.
RingoTC/MCP-pptr
dep-guard-mcp
by mdjahidanwar
Scans Python, Node.js, Java/Spring, and PHP dependency manifests for known vulnerabilities using OSV and GitHub Advisory APIs.
mdjahidanwar/dep-guard-mcp
mssql-pyodbc-mcp
by tsod
Local stdio MCP server for read-only Microsoft SQL Server access through Python and pyodbc, providing test connection, list tables, describe table, and query tools.
tsod/mssql-pyodbc-mcp
iCloud Email MCP Server
by lawiak
A Model Context Protocol (MCP) server that enables Claude Desktop to interact with iCloud email accounts. This server provides full email functionality including reading, sending, and managing emails through your iCloud account.
Lawiak/icloud-mcp
Vast.ai MCP Server
by crydevok
Enables comprehensive management of Vast.ai GPU cloud instances, including searching for GPU offers, creating and managing instances, executing remote commands via SSH, and monitoring background tasks for ML training workflows.
CryDevOk/vastai-mcp
strateegia MCP Server
by filipecalegario
Model Context Protocol for strateegia API
filipecalegario/mcp-server-strateegia
Recipe Manager MCP Server
by magico13
Enables managing recipes via a web UI and MCP tools, allowing retrieval and saving of recipe data through natural language.
magico13/recipe-mcp
telegram-mcp
by davidphc
An MCP server that connects to a Telegram group chat, persists messages to a local SQLite database, and exposes tools to search, retrieve, and send messages via SSE.
davidphc/telegram-mcp-bot
Weather & Climate Intelligence MCP
by foundrynet
Provides weather and climate intelligence for AI agents, including current conditions, forecasts, historical data, severe-weather alerts, agricultural outlook, and travel conditions via free and paid tools.
FoundryNet/weather-intel-mcp
JFrog MCP
by msaeeds
Read-only MCP server for JFrog Artifactory repository intelligence, enabling listing repositories and paths, fetching metadata, properties, and stats, and performing bounded file searches without mutation.
mSaeedS/jfrog-mcp
Keel
by seayniclabs
Keel is a network diagnostics MCP server that provides 14 tools for tasks like ping, DNS lookup, port scanning, SSL certificate inspection, and more, with built-in security features.
seayniclabs/keel
Nordic Thingy:52 MCP Server
by hemantkamalakar
A production-ready MCP server that bridges physical sensor data with AI reasoning, enabling control and monitoring of a Nordic Thingy:52 IoT device through natural language conversations.
hemantkamalakar/nordic-thingy52-mcp
Jij MCP Server
by jij-inc
MCP server provide JijModeling Assistant Tools
Jij-Inc/Jij-MCP-Server
Redix AnyToAny MCP Server
by penchiang
Exposes the Redix AnyToAny healthcare data conversion engine to AI agents, enabling conversion between X12, FHIR, HL7 v2, CDA, and other formats via the Model Context Protocol.
penchiang/redix-mcp-server
faster-whisper-mcp
by uzusio
Enables high-quality transcription and subtitle generation from local media files or URLs using Faster Whisper on local hardware. It supports automatic language detection and integration with MCP clients for seamless speech-to-text workflows.
uzusio/faster-whisper-mcp
allpets_mcp
by sathvik1607
MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natural language SQL queries, and Excel report generation.
sathvik1607/mcp-server
Liana-MCP
by scmcphub
Enables natural language interface for single-cell RNA-Seq analysis using Liana. Supports reading/writing scRNA-Seq data, cell-cell communication analysis, and visualization through circle plots and dotplots.
scmcphub/liana-mcp
kb-gateway
by keyflo-ai
HTTP MCP gateway for a learning corpus that enables remote agents to perform semantic search, graph queries, and routing via Pinecone and Neo4j without direct database credentials.
KeyFlo-ai/kb-gateway
Human In The Loop
by boorich
Facilitates human-in-the-loop processes for AI workflows, enabling seamless integration of human judgment in tasks like content moderation, complex problem-solving, and ethical AI implementations.
boorich/mcp-human-loop
Nebulablock Mcp Server
by nebula-block-data
This server integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools, enabling seamless and efficient interaction within any MCP-compatible environment.
Nebula-Block-Data/nebulablock-mcp-server
mcp-facebook-ads
by estapel-ai
Enables managing Facebook ads campaigns, ad sets, ads, creatives, insights, and audience targeting via Meta's Marketing API.
estapel-ai/mcp-facebook-ads
kali-mcp-server
by pentestt00ls
基于Kali Linux的MCP服务器,为AI助手提供渗透测试和安全评估工具接口,支持网络扫描、Web扫描、密码攻击等90多个工具。
PenTestT00ls/kali-mcp-server
Obsidian CLI MCP Server
by brettwinterflood
MCP server that exposes Obsidian vault operations over HTTP via the Obsidian CLI, enabling note management, search, and daily note operations.
brettwinterflood/obsidian-cli-mcp
Monta MCP Server
by nickknissen
MCP server that enables LLMs to interact with Monta's EV charging platform for managing charge points, charging sessions, and wallet operations.
nickknissen/monta-mcp
PostgreSQL MCP Server
by tornike-peradze
Exposes PostgreSQL database operations as tools for AI assistants, allowing execution of SQL queries and inspection of database schema.
Tornike-Peradze/postgres-mcp-server-tornike
Jupyter MCP Server
by atemmeta
An MCP server that enables AI to connect and manage Jupyter Notebooks in real-time, with support for cell operations, execution, and multimodal outputs.
ATEMMETA/Jupyter-MCP-Server-New
osracer-mcp
by osrbot
MCP server for safe OSRacer vehicle control, exposing ROS 2 and MCU serial surfaces through gated tools with preflight, arming, and emergency stop.
osrbot/osracer_mcp
lu-mcp-server
by rafapra3008
Verify AI agent communication with session types and formal proofs. 4 tools: parse protocols, verify messages, check safety properties, browse 20 stdlib templates.
rafapra3008/cervellaswarm
Notion MCP Server
by kascoded
A production-grade Notion MCP server with full CRUD, search, and schema validation capabilities for AI-assisted productivity workflows.
kascoded/kas-fastmcp
Admin Inventory Management MCP Server
by balusanu
Enables Claude Desktop to manage office inventory through natural language, including adding items, issuing stock, checking availability, and low-stock alerts.
Balusanu/Admin-inventory-Management-remote-MCP-Server
Telegram Lead Analysis MCP
by zeropennyads
A read-only MCP server that exposes Telegram lead conversations to Claude for sales analysis, enabling lead summary, intent, stage, and follow-up insights.
zeropennyads/Telegram-MCP
Azure Terraform MCP Server
by liuwuliuyun
Provides intelligent assistance for Azure Terraform development, including documentation retrieval, code validation, security scanning, and best practices guidance.
liuwuliuyun/tf-mcp-server
svgwriter-mcp
by pouriamrt
Enables to create, compose, and export SVG documents programmatically using the svgwrite library through tool calls. Supports shapes, groups, gradients, and pattern generators.
pouriamrt/svgwriter-mcp
mcp-weather-server
by sterlingchin
Enables Claude to access real-time weather data and alerts, including forecasts and severe weather warnings, by providing tools like get-forecast and get-alerts.
SterlingChin/mcp-weather-server
konsol-mcp
by grynn-in
MCP server for configuring the konsol Frappe app via the CLI. Enables AI clients to manage dimensions, measures, fact tables, connectors, and schemas using natural language.
grynn-in/konsol-cli
Ollama MCP Server
by timscodebase
A Model Context Protocol (MCP) server that provides web search, web fetch, and chat completion capabilities using Ollama's Qwen3-coder models.
timscodebase/ollamaMCP
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