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.
GitLab MCP Server
Enables project management and repository operations on GitLab through the GitLab API, including file operations, branch management, issue creation, merge requests, and repository forking with support for both GitLab.com and self-hosted instances.
maxkulish/gitlab-mcp-archive
kodey-ai/salesforce-mcp
Run SOQL queries to explore and retrieve Salesforce data. Inspect records, fields, and relationshi…
kodey-ai/salesforce-mcp
Mcp Server Kusto
A mcp server that uses azure data explorer as a backend
ZZZHDW/mcp-server-kusto
MCP Tooling Lab
A Node.js-based MCP server that enables AI agents to generate embeddings, index documents, and perform semantic vector searches using OpenAI and Chroma. It facilitates the creation of retrieval-augmented generation (RAG) pipelines for internal knowledge assistants and document-based workflows.
kaypon/mcp-tooling-lab
🤝
An MCP server for Home Assistant
miguelg719/home-assistant-mcp
ASCIIFlow MCP Server
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to generate ASCII wireframes and diagrams from natural language descriptions. It provides commands for creating canvases and drawing boxes, lines, arrows, and text using a character-grid coordinate system.
bobooooo/asciiflow-mcp
🤖 Phrases MCP Server
Un servidor MCP (Model Context Protocol) elegante y eficiente para gestionar frases inspiradoras. Diseñado para integrarse perfectamente con Claude for Desktop y otros clientes MCP.
ronniemh/phrases-MCP-server
Enhanced Gmail MCP Server
A Gmail MCP server
theposch/gmail-mcp
Buildez
Automates complete website creation and deployment by taking a business name and description as input, then using AI to select plugins, generate web IDs, customize design elements, and deploy functional sites with editor URLs for review and publishing.
buildezai/buildez-mcp
React USWDS MCP Server
Indexes the locally-installed @trussworks/react-uswds package and helps code assistants discover components, inspect props, generate correct imports and usage snippets, and suggest appropriate components for UI use cases.
focus-digital/react-uswds-mcp
PassportMCP
Build MCP servers for any website with automatic browser auth syncing
JoshMayerr/passport-mcp
ARCXS Protocol
Universal AI agent registry providing cross-protocol discovery, messaging, and payment routing for autonomous agents.
arcxs-protocol/arcxs-mcp-server
LGTM Dog MCP
An MCP server that generates images of random dogs from the Dog CEO API with 'LGTM' text overlaid. It allows users to create and save these images to a specified local path through natural language commands.
shin-usu/lgtm-dog-mcp
Notion MCP Integration
Notion MCP Integration is a lightweight Model Context Protocol (MCP) server that seamlessly integrates with Notion's API to manage a minimalist personal to-do list through Claude. This project provides basic functionality tailored specifically for a simple Notion database structure, enabling efficient task management without unnecessary complexity.
Ruijian-Zha/Notion_MCP_advanced
Azure AI Search MCP Server
Model Context Protocol Servers for Azure AI Search
farzad528/mcp-server-azure-ai-search
MCP Vector Proxy
A semantic proxy that reduces AI agent token usage by exposing only three core tools and using local vector embeddings to search for and execute hundreds of underlying MCP tools. It streamlines communication between agents and MCP Routers by identifying relevant tools through natural language queries.
alexiokay/Simple-MCP-Proxy
UniProt MCP Server
MCP server for UniProt protein data access
TakumiY235/uniprot-mcp-server
Discord Raw API MCP Server
MCP server for discord bot - adds one tool with raw API access
hanweg/mcp-discord-raw
learnlog-mcp
An MCP server that locally saves and categorizes user prompts from LLM sessions to facilitate metacognition and track learning progress. It provides tools to review study history, analyze question types, and calculate learning depth scores based on the nature of inquiries.
YUJAEYUN/learnlog-mcp
PostgreSQL MCP Server
Provides read-only access to PostgreSQL databases, enabling users to list tables, view table structures and statistics, and execute SELECT queries safely through natural language.
larturi/postgres-mcp
MCP-RoCQ (Coq Reasoning Server)
RoCQ (Coq Reasoning Server)
angrysky56/mcp-rocq
MCP Server: Demo
Demo MCP Server build using Cloudflare MCPAgent Durable Objects and D1 database
jubalm/mcp-with-d1-data
Vercel AI SDK MCP Server Project
MCP Server for Vercel AI SDK with Figma and magic-mcp integration
chiziuwaga/vercel-ai-sdk-mcp-project
Easy Memory
Stores important facts, decisions, and patterns for persistent access across different sessions. Retrieves relevant historical context instantly through semantic search to maintain continuity. Organizes your knowledge base by archiving outdated information while keeping the most useful insights accessible.
FlippySun/easy-memory
BIGHUB
Decision intelligence for AI agents with simulation, scoring, and policy enforcement.
bighub-io/bighub
Replicate Flux
Connects to Replicate's image generation models, enabling text-to-image creation with automatic cloud storage of results for seamless visual content integration.
andylee20014/mcp-replicate-flux
Modes MCP Server
MCP server for managing Roo's custom operational modes
ccc0168/modes-mcp-server
mcp-server-axiom
An MCP server implementation for Axiom that enables AI agents to query data using Axiom Processing Language (APL)
ThetaBird/mcp-server-axiom-js
feishu-mcp-server
npm feishu-mcp-server
hankeyyh/feishu-mcp-server
Meta-MCP Server
A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.
blueman82/meta-mcp-server
Filesystem
Provides secure filesystem operations for reading, writing, and manipulating files and directories within specified access boundaries.
ai-yliu/filesystem-mcp-server
Chaitin IP Intelligence Search Tool
Enables checking IP reputations and threat intelligence by querying Chaitin's global honeypot network and millions of defense nodes. Provides real-time IP profiling, malicious behavior detection, and threat alerts based on aggregated security data.
co0ontty/chaitin-ip-intelligence-search-tool
Code Runner
Executes code snippets in isolated Docker containers with resource limits and security controls for safe testing and debugging across multiple programming languages.
axliupore/mcp-code-runner
stun-mcp
STUN(RFC8489)のBinding Requestを送って結果を返すMCPサーバー
kadoshita/stun-mcp
gmail-mcp MCP Server
A TypeScript-based MCP server built on the Gmail API that implements a simple notes system. It enables users to create, manage, and summarize text-based notes through specialized resources and tools.
mundume/gmail-mcp
Anysite
Access LinkedIn, Instagram, Twitter, and Reddit data through one API. No scraping. No maintenance.
anysiteio/anysite-mcp-server
Human In The Loop
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
MCP Database Server
Provides database access capabilities to Claude with support for both SQLite and SQL Server databases. It enables users to manage schemas, execute SQL queries, and export results through natural language interaction.
msathiyakeerthi/mcp-database-server
Conda Executor
Executes Python code within isolated Conda environments, enabling secure and flexible code generation and execution for tasks like data analysis and algorithm testing.
bazinga012/mcp_code_executor
YouTube Music MCP 🎵
🎶 A simple MCP Server that search & plays youtube music tracks
instructa/mcp-youtube-music
MCP-Server for command line
This is a simple MCP-Server for command line, and the main idea belongs to hdcola
Allenyzh/MCP-Server-CommandLine
Summarizer
Provides intelligent summarization capabilities for various types of content.
0xshellming/mcp-summarizer
TimezoneToolkit MCP Server
Advanced MCP server providing comprehensive time and timezone tools.
Cicatriiz/timezone-toolkit
MRP Calculator
Enables supply chain managers to perform Material Requirements Planning calculations by determining optimal order quantities based on inventory data, forecasts, and delivery schedules.
brandon-butterwick/mrp_calculation
MCP CSV Analysis with Gemini AI
An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.
falahgs/MCP-CSV-Analysis-with-Gemini-AI
Limitless MCP Integration
A Model Context Protocol server, client and interactive mode for Limitless API
manueltarouca/limitless-mcp-server
GitHub MCP Server with Organization Support
GitHub MCP server with organization support
WebsyteAI/github-mcp-server
Shopify
Integrates with Shopify's GraphQL API to enable comprehensive store management, including product, customer, order, and discount operations.
amir-bengherbi/shopify-mcp-server
Feature Suggestions (Supabase)
Connects AI assistants to a Supabase database for querying feature suggestions, enabling direct access to feature request data within conversations without manual database queries.
adiletd/feature-request-collection-mcp
Linear
Bridges Linear's project management platform by retrieving user todo tickets via user ID or email, enabling seamless integration of project context into workflow tools.
argia-andreas/linear-mcp-server
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