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.
InBrowserMCP Project
express框架搭建的mcp-sdk实例
LofiSu/mcp-server
Debugium
Live debugger with bridge support for Python, JavaScript, TypeScript, Rust, Java, and C/C++.
algiras/debugium
Prompt Bookmarks
Enables users to organize, search, and manage a shared library of prompts across AI tools via the Model Context Protocol. It supports hierarchical folder organization, tagging, and template variable substitution for dynamic prompt generation.
nika-is-nika/prompt_bookmarks
replicant-mcp
An MCP server that enables AI assistants to build, test, and debug Android applications by interacting directly with the Android development environment. It provides tools for managing emulators, executing Gradle tasks, running ADB commands, and performing UI automation via accessibility trees.
thecombatwombat/replicant-mcp
persistenceone-bridgekitty
Cross-chain bridge aggregator MCP server for AI agents. Compares routes across LI.FI, deBridge, Relay, Across and Squid to find the best rate. Use when an agent needs to bridge or swap tokens between EVM chains, Solana, or Cosmos. The aggregator of aggregators.
persistenceOne/bridgekitty
0G MCP Server
Enables interaction with 0G.AI decentralized infrastructure including documentation access, storage operations (file upload/download, key-value store), and AI service discovery on the 0G Compute Network with TEE verification and pricing information.
Econyx-ai/0g-mcp-server
GET-Technology-Inc/jamf-docs-mcp-server
MCP Server for accessing Jamf Documentation (learn.jamf.com)
GET-Technology-Inc/jamf-docs-mcp-server
agnt
Bridges AI coding agents with the browser to provide visual debugging, real-time error capture, screenshot capabilities, DOM inspection, and interactive wireframing through a reverse proxy with injected developer tools.
standardbeagle/agnt
time-mcp
Time MCP Server, giving LLMs time awareness capabilities.
yokingma/time-mcp
Blue Perfumery
Integrates with Blue Perfumery's product catalog to enable perfume discovery, search, filtering by category, and purchase link generation for conversational commerce applications.
recepgocmen/blue-perfumery-mcp-server
Ansvar Russian Law
Russian legislation with full-text search across statutes and provisions.
ansvar-systems/russian-law-mcp
Maple
A unified MCP server providing observability, safety control, and behavior evolution for high-agency AI agents through tracing, replaying, and auditing. It features real-time firewall guardrails and ML-driven anomaly detection to monitor, block, or fork agent actions based on risk.
alnosarus/copymaple
blbl147/xhs-mcp
搜索笔记、浏览首页推荐、查看笔记内容与评论，并发表你的评论。直接在工作流中与小红书内容互动，高效跟进话题。
blbl147/xhs-mcp
Vexa
Open-source meeting bot API with MCP server. Search, retrieve, and analyze meeting transcripts from Google Meet, Zoom, and Microsoft Teams directly from your AI tools.
Vexa-ai/vexa
Lightning Tools
Integrates with the Bitcoin Lightning Network to enable cryptocurrency payment capabilities and lightning address interactions for conversational workflows.
getalby/lightning-tools-mcp-server
WHOOP MCP Server
Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle data from the WHOOP API. It provides tools for accessing detailed metrics such as strain, HRV, and readiness scores through secure OAuth 2.0 authentication.
izqui/whoop-mcp
Gmail MCP Server
Enables intelligent integration with Gmail and Google Calendar for context-aware email analysis, advanced searching, and personalized response drafting. It supports natural language interactions for managing communication history, detecting events in emails, and creating calendar entries.
bastienchabal/gmail-mcp
MCP Server with RAG and Multi-Search
A custom MCP server with RAG capabilities and multiple search providers (Gemini 2.0 and Linkup)
KunjShah95/mcp-rag-search-server
Nextflow Developer Tools
Streamlines Nextflow development by providing tools for building, testing, and executing pipelines directly from local repositories.
adamrtalbot/mcp-nextflow
PyPI MCP Server
Enables AI assistants to search PyPI packages and retrieve detailed metadata, version history, and download statistics. It provides a standardized interface for interacting with the Python Package Index through the Model Context Protocol.
JackKuo666/PyPI-MCP-Server
Kubernetes
Bridges natural language interactions with Kubernetes clusters by wrapping kubectl commands, enabling conversational management of pods, deployments, contexts, and troubleshooting without requiring exact syntax knowledge.
abhijeetka/mcp-k8s-server
Shieldmcp
A shield for logging, deep debug and sanitization for MCP servers at development stage
shieldmcp/shieldmcp
PubChem MCP Server
🧪 Enable AI assistants to search and access chemical compound information through a simple MCP interface.
JackKuo666/PubChem-MCP-Server
MySQL
Provides a MySQL database interaction server that enables listing tables, reading contents, and executing SQL queries through flexible tool configurations.
amornpan/py-mcp-mysql
Time FastMCP Server
Used FastMCP to replicate the official repo's Time Mcp Server feature.
fykong/time_fastmcp_server
HenkDz/postgresql-mcp-server
A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants
HenkDz/postgresql-mcp-server
MCP Server for Windsurf
Integration between Windsurf and custom MCP servers
rohanbanda-TRT/windsurf-mcp-integration
Adobe Illustrator
Enables direct execution of JavaScript/ExtendScript code in Adobe Illustrator with visual feedback through screenshots, allowing vector graphics creation and manipulation
anshuldalua/illustrator-mcp
Gemini
Integrates with Google's Gemini API to enable text generation, analysis, and chat conversations through a Flask-based RESTful server that securely manages API keys via environment variables.
amitsh06/mcp-server
Google Calendar
Integrates with Google Calendar API to enable event management through specialized tools for listing, creating, and deleting calendar events with timezone-aware handling and robust error management.
amornpan/py-mcp-gcalendar
Unreal Engine Binary Reader
Analyzes Unreal Engine asset files and generic binary structures, enabling metadata extraction and file format inspection for game development and digital forensics.
berlinbra/binary-reader-mcp
Mix Server
This is the simplest mcp server in the world to get local current time.
qiaoliang/mix-mcp-server
N8n Mcp Server Rust
An MCP server that can use n8n.
joshua-mo-143/n8n-mcp-server-rust
uv-mcp
MCP server for introspection of python environments
dmclain/uv-mcp
Yahoo Finance
Integrates with Yahoo Finance to provide real-time stock market data, financial statements, company information, earnings reports, and news for informed investment analysis and research.
airjlee/stock-llm
Geoapify Map Generator
Generates map images from geographic coordinates using Python libraries for geocoding and visualization tasks.
burningion/geoapify-mcp
CLI Executor
Provides a tool for executing local CLI commands asynchronously using FastMCP and asyncio, handling command arguments securely and offering error handling for failed commands.
0xbruno/mcpexec
CrewAI Workflow
Lightweight Python server for dynamically loading CrewAI multi-agent workflows from YAML configurations, enabling flexible task orchestration with minimal custom code and seamless tool integration.
adam-paterson/mcp-crew-ai
Mcp Server
example mcp server for claude
sauravfouzdar/mcp-server
Replicate Designer MCP
An MCP server that enables image generation using Replicate's Flux 1.1 Pro model. It provides a tool for creating visuals from text prompts with customizable settings for aspect ratio, output format, and quality.
noeltg77/Replicate-Designer
MySSL MCP Server
The MySSL MCP Server
trustasia-com/myssl-mcp-server-python
MCP Template
MCP Server Example
myyrakle/mcp_template
➡️ attestable-mcp-server
Verify that any MCP server is running the intended and untampered code via hardware attestation.
co-browser/attestable-mcp-server
ClinicalTrials MCP Server
Enables AI assistants to search and access clinical trial data from ClinicalTrials.gov, including searching trials by keywords, retrieving detailed trial metadata by NCT ID, and managing trial data in CSV format for research and analysis.
JackKuo666/ClinicalTrials-MCP-Server
Gmail
Integrates Gmail functionality to enable secure access, search, and analysis of email contents using OAuth2 authentication and the Gmail API.
ajbr0wn/gmail-mcp-server
mcp-dev
mcpを試す
KosukeUchida/mcp-dev
Aptos MCP Server
A Model Context Protocol (MCP) server for interacting with Aptos documentation and creating full-stack Aptos blockchain applications.
Tlazypanda/aptos-mcp-server
telnyx-mcp
The official MCP Server for the Telnyx API
team-telnyx/telnyx-node
Atla MCP Server
Initial version of an mcp server for agents to interact with atla's models
spisupat/atla-mcp-server
Azure Containerization Assist
AI-powered containerization workflows with Docker builds, security scanning, Kubernetes deployment, and OPA policy enforcement.
azure/containerization-assist
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