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.
Nasuni Management MCP Server
Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.
nasuni-labs/local-nasuni-management-mcp-server
GitLab MCP Server
A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.
snowild/gitlab-mcp
karte-datahub-mcp
Enables AI assistants to securely query and analyze KARTE event data via BigQuery. It provides tools for fetching event logs, aggregating data, and exploring schemas using natural language.
YusukeYajima/karte-datahub-mcp
Aareguru MCP Server
Provides Swiss Aare river swimming data including water temperature, flow rates, safety assessments, and forecasts. Enables AI assistants to answer questions about current conditions, compare cities, and provide safety recommendations based on official BAFU thresholds.
schlpbch/aareguru-mcp
Conductor Graph
Exposes a CognOS agent system as a machine-readable JSON graph for full system snapshots.
base76-research-lab/conductor-graph-mcp
LiblibAI Picture Generator
Enables AI image generation through LiblibAI API with natural language prompts. Supports various art styles, real-time progress tracking, and account credit management.
Nathansnmmer/picture
MCP MIDI Server
A MCP Server for sending MIDI sequences to any program that supports MIDI input
sandst1/mcp-server-midi
afgong/sqlite-mcp-server
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
afgong/sqlite-mcp-server
mcp-daemonize
A Model Context Protocol server for seamless management and monitoring of long-running daemons via AI agents
mackee/mcp-daemonize
Dooray MCP Server
Enables interaction with Dooray's task and calendar management system, allowing users to filter and list tasks, retrieve details, and manage task comments. It provides a set of tools for seamless integration with MCP-compatible clients like Claude Desktop and Cursor.
kwanok/dooray-mcp
mcp-sanctions-check
MCP server for OFAC SDN sanctions screening. Check names against US Treasury sanctions lists with automatic cache refresh. No API key needed for the check itself.
HaveBlue997/l402-apis
MCP File System Server
A Model Context Protocol server that provides secure, sandboxed file system operations including reading, writing, and managing files within a configurable base directory. It features robust path traversal protection to ensure all file interactions remain confined to a safe, restricted environment.
gleb-roma/mcp_file_system
Linux Do MCP Server
A MCP Server For LINUX DO community
Pleasurecruise/linux-do-mcp
Google ADK Development Environment
MCP (Model Context Protocol) development environment with Google ADK Python framework integration and custom network discovery server
linus-mcmanamey/mcp-adk-dev-environment
AI BBS
An MCP server that enables direct AI-to-AI communication through a bulletin board system featuring semantic search, thread management, and cryptographic identity verification. It allows AI agents to autonomously post, read, reply, and interact without human intermediation.
RecursiveRabbit/AI_BBS
MCP File Analyzer
An MCP server that enables the analysis of CSV and Parquet files by providing tools for statistical summaries, data previews, and structure exploration. It allows users to query local datasets and create sample data using natural language.
CindyGao8/MCP
Ranger MCP Server
It consistently responds with \
ryuichi1208/ranger-mcp-server
MCP Python Code Navigation Server
Provides tools for Python code navigation, analysis, and refactoring, including finding definitions, references, and symbol lists. It enables automated tasks such as renaming symbols and organizing imports to enhance AI-driven development.
aillescas76/mcp_python
Discord MCP Server
Enables direct interaction with Discord servers to send messages, read channel history, and post rich embeds through natural conversation. It provides tools for listing channels and managing communication within Discord guilds using the Model Context Protocol.
erinlkolp/discord-mcp-server
alex-llm/attAck-mcp-server
Query and retrieve information about various adversarial tactics and techniques used in cyber atta…
alex-llm/attAck-mcp-server
AIOS Co-Founder MCP
Enables users to interact with a business co-founder/executive assistant that integrates with Google services (Gmail, Calendar, Contacts), web search, and includes approval gating for sensitive operations.
varun-b-nagaraj/python-mcp-server
Legal Contract Review Agent
An AI-powered MCP server for analyzing Japanese legal contracts and identifying risks through a RAG-enhanced workflow. It enables clients to search legal knowledge, analyze clause risks, and generate automated contract review reports.
WIndFate/Legal-AI-Agent-Prototype
download ffmpeg
originally was going to be an mcp server, now it's a stupid soundcloud scraper
gitidhar/LLM_Playwright-web-crawler
chohi22TEST
MCP 서버 테스트
chohi22/mcp
WeChat Official Account MCP Server
Enables management of WeChat Official Accounts by supporting draft creation, image uploads, and content publishing via the MCP protocol. It provides tools for interacting with the WeChat API, including secure token caching and draft list management.
Jungley8/mcp4agent
Illustrator MCP Server
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palettes and professional design guidelines.
slashprint/illustrator-mcp
MCP SQL Server Data Warehouse Connector
Enables AI assistants to interact with SQL Server Data Warehouses using natural language for automatic schema discovery and report generation. It ensures security by restricting operations to read-only SELECT queries through both code validation and database permissions.
Josuedotcom/mcp-sql-server-dw
EIA MCP Server
Provides access to U.S. Energy Information Administration (EIA) data, covering electricity grid operations, retail sales, and natural gas production metrics. It enables natural language querying of energy market statistics, infrastructure profiles, and real-time balancing authority data.
zen-tradings/eia-mcp
MySQL MCP Server
A Model Context Protocol service that enables AI assistants to directly query and manage MySQL databases through natural language. It supports SQL execution, schema inspection, and atomic transactions for comprehensive database interaction.
microsnow/MySQL-MCP-Server
antientropy-mcp
Provides access to over 140 articles from the AntiEntropy Resource Portal covering nonprofit governance, compliance, and HR policies. It enables users to search, browse categories, and read full article content through an MCP-compatible client.
alejoacelas/antientropy-mcp
NSAF (Neuro-Symbolic Autonomy Framework)
Enables AI systems to evolve and optimize neural network architectures through self-constructing meta-agents that adapt to different problem domains using TensorFlow-powered evolutionary algorithms.
ariunbolor/nsaf-mcp-server
🚀 MCP Server with Docker, Redis, and TimescaleDB
MCP server with Docker, Redis, and TimescaleDB
chuckwilliams37/mcp-server-docker
PDF Reader MCP Server
Enables reading and extracting content from PDF documents including text (as Markdown), images, tables, and metadata from both local files and URLs, with OCR support for scanned documents.
rexfelix/readPDF_mcp_server
analog-circuit-simulate-mcp-server
the mcp server to run circuit simulation with ngspice
abelzhao/analog_circuit_simulate_mcp_server
Git Executor MCP Server and client.
A simple MCP server
fjmpaez/mcp-first
Ravira MCP Server
Connects AI assistants like Claude to Ravira's dental practice AI receptionist. Provides tools for patient queries, feature overviews, sample conversations, dental topic searches, and demo requests.
pvijaya645/ravira-mcp
CreateOS MCP
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, environments, security, billing.
NodeOps-app/skills
ArXiv MCP Server
Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.
freyzo/arxiv-deep-research
Golden Egg TW Holdings MCP
Enables AI agents to query Taiwan stock holdings across multiple brokerages including Fubon, SinoPac, MasterLink, and E.SUN. It provides a standardized interface for accessing portfolio data and brokerage accounts through the Model Context Protocol.
joehwang/goldenegg-tw-holdings-mcp
Solvitor Mcp
A Model Context Protocol (MCP) server for interacting with the Solvitor API. This server provides tools to access the AI-powered platform that helps developers extract IDL files from closed-source Solana smart contracts and decompile them.
Adeptus-Innovatio/solvitor-mcp
Skills MCP Server
Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cursor, automatically discovering and categorizing skills from a local directory into 18 categories with semantic search capabilities.
Blindex09/mcp
MCP J-Link Server
Enables AI to directly control SEGGER J-Link embedded debug probes via the Model Context Protocol for debugging and firmware management. Users can perform tasks like reading registers, analyzing memory, flashing firmware, and tracking RTT logs using natural language commands.
gghammer/MCP_JLINK
CL Razorpay MCP Server
Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.
Curious-Layer/cl-mcp-razorpay
Pokemon MCP Server
An MCP server that enables AI agents to play Pokémon games by providing a functional interface for game interaction. It allows for seamless integration with AI clients to execute gameplay tasks and manage game states.
Kartik-2239/pokemon-nds-mcp
mcp-obsidian
An MCP server that enables AI assistants to interact with Obsidian vaults by providing tools for note management, full-text search, and link analysis. It supports comprehensive file operations, frontmatter manipulation, and daily note creation while ensuring security through path validation.
jkang8/mcp-obsidian
Claude Code Control MCP
Enables programmatic execution of coding tasks and autonomous file operations using Claude AI. It allows agents to search codebases, run shell commands, and track file changes through the Model Context Protocol.
marc-shade/claude-code-control-mcp
MCP Server
MCP server that provides tools for metadata retrieval from SharePoint and entity retrieval from a Neo4j knowledge graph using semantic similarity search.
JanithSilva/MCP-Server
SearXNG MCP Server
A Model Context Protocol (MCP) server for integrating with SearXNG metasearch engine.
hightemp/go_mcp_server_searxng
Crawl4AI RAG MCP Server
Enables AI assistants to crawl websites, extract and store web content with semantic search capabilities using vector embeddings, and retrieve information through natural language queries with tag-based filtering and intelligent content cleaning.
Rob-P-Smith/mcpragcrawl4ai
Industrial IoT Monitoring
Industrial IoT monitoring system combining OPC UA simulation, LSTM autoencoder anomaly detection, and local LLM explanations for real-time equipment monitoring with natural language insights.
be-student-project/be-student-project
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