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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Postman MCP Server
Integrates Postman with Cursor IDE to manage collections and requests through natural language. It features specialized tools for automatically migrating API endpoints and metadata directly from .NET controller code into Postman collections.
sondang91/postman-mcp-server
gmail-drive-mcp-server
Enables Claude to manage Gmail, Google Calendar, and Google Drive, including sending emails, scheduling meetings, and organizing files, with integrated workflows.
SmitPatel-31/gmail-drive-mcp-server
Image-Search-Mcp
基于必应网站的图片搜索MCP服务,可以传入关键词、偏移量和图片数量参数。
heihei-c/image-search-mcp-server
Data Converter
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restructure complex schemas into custom layouts to ensure seamless data integration. Simplify information processing by automating transformations between structured and unstructured file types.
data-transform-agent/data-transform
Tier List
Create visual tier list images from ranked items and categories. Share rankings in a clear, professional format for easy comparison. Customize labels and groupings to suit any categorization task.
carmex/tier-list
Windows Terminal
Windows Terminal settings management with JSON Patch operations, fragment extensions, Oh My Posh themes, and shell integration.
carlos-zamora/wt-mcp
review-flow
Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub PRs
DGouron/review-flow
Serena
A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases using symbol-level operations instead of basic file reading and string replacements.
ryota-murakami/serena
DevContext
This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.
aurda012/devcontext
MCP GitHub Integration
Connect MCP Github server
ElsayedAhmed19/mcp-github
BI Chart MCP Server
Enables business intelligence chart creation and visualization using Vega-Lite, with data loading and processing capabilities.
c-cf/BI-Chart-MCP-Server
Excalidraw MCP App Server
Enables users to create and interact with hand-drawn sketches and architecture diagrams directly within chat interfaces using Excalidraw. It leverages the Model Context Protocol to provide interactive HTML visualizations with smooth viewport control and fullscreen editing capabilities.
functionstackx/excalidraw-mcp
Vera
Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.
lemon07r/Vera
chron
A timestamped audit trail for every AI conversation — stored locally, owned by you.
SirinivasK/chron
Greek Insurance Registry
Locate and verify insurance intermediaries registered in Greece using various search parameters. Retrieve detailed professional information through VAT numbers, registration codes, or geographic locations. Streamline compliance and due diligence by accessing up-to-date legal status and certification data for insurance professionals. Source code: https://github.com/conetgr/eoa-mcp-server
christos/eoa-intermediaries
mcp-cloudron
An MCP server for managing Cloudron instances that enables monitoring and controlling self-hosted applications, backups, and infrastructure. It provides tools for listing installed apps, retrieving system status, and performing administrative tasks through the Model Context Protocol.
serenichron/mcp-cloudron
Remote MCP Server on Cloudflare
Enables deploying and running a Model Context Protocol (MCP) server on Cloudflare Workers with built-in OAuth authentication. It allows users to host and access tools remotely via Server-Sent Events (SSE) transport from clients like Claude Desktop.
EmAa-F/remote-mcp-server
Crawl4AI RAG MCP Server
A powerful implementation of the [Model Context Protocol (MCP)](
Anshumaan031/Crawl4AI-RAG-MCP-Server
Contabo (VPS) MCP Server
Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
la-rebelion/hapimcp
token-optimizer-mcp
Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence
ooples/token-optimizer-mcp
DataClawe — Database as a Utility
AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.
DataClawe/dcl-spec
Bench
USB hardware discovery, device identification, serial communication, and diagnostics for makers and hardware engineers.
seayniclabs/bench
SuperGateway 介绍
Run MCP stdio servers over SSE and SSE over stdio. AI gateway.
coding-alt/supergateway
DevContext
An autonomous MCP server providing project-centric context awareness through keyword analysis, relationship graphs, and structured metadata retrieval. It enables intelligent codebase understanding and task management workflows by continuously learning from development patterns and conversations.
aiurda/devcontext
LinkedIn Profile Data Mining Server
Enable advanced LinkedIn profile search, extraction, and contact information enrichment through a powerful MCP server. Leverage AI-powered query expansion, smart filtering, and multiple data sources to obtain comprehensive and validated professional profiles. Export and manage data efficiently with built-in CSV support and persistent storage.
amankale376/profile-researcher
mcp-server-webcrawl
MCP server tailored to connecting web crawler data and archives
pragmar/mcp-server-webcrawl
metricsign
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents, fix suggestions, and data lineage — all from your AI assistant. Tells you not just what broke, but how to fix it.
wkruithof/metricsign
SpecLinter MCP
An AI-powered tool that transforms natural language specifications into structured, actionable development tasks with quality grading and Gherkin test scenarios. It also features semantic similarity detection to prevent duplicate work and validates implementations against original requirements.
orangebread/speclinter-mcp
MCP Bitnovo Pay
Enables AI agents to create cryptocurrency payments, check payment status, generate QR codes, and manage transactions through Bitnovo Pay API integration with automatic webhook support.
bitnovo/mcp-bitnovo-pay
SpriteCook
Generate game sprites and assets from text prompts for game development.
SpriteCook/skills
firmis-scanner
AI agent runtime security scanner - detect malicious behavior in Claude Skills, MCP Servers, Codex Plugins, and more
Firmislabs/firmis-scanner
isteamhq/mcp
MCP server for is.team, enabling AI agents to interact with project boards, tasks, cards, sprints, integrations, and real-time notifications.
isteamhq/mcp
Converse MCP Server
Enables Claude to chat with various AI models and obtain multi-model consensus for complex decisions.
FallDownTheSystem/converse
skill4agent MCP Server
MCP (Model Context Protocol) Server for skill4agent - Search, view, and install AI skills in AI conversations.
osulivan/skill4agent-mcp-server
Model-Context-Protocol
MCP Client and Servers Implementation
Abdulabin/Model-Context-Protocol
mcp-sora
acedatacloud-mcp/mcp-sora
DGIdb MCP Server
Enables querying the Drug Gene Interaction Database (DGIdb) through natural language, allowing users to search for drug-gene interactions, gene information, and drug attributes directly from Claude Desktop.
QuentinCody/dgidb-mcp-server
Railpush
Sends push notifications and alerts across multiple platforms effortlessly. Streamlines communication by managing messaging workflows through a unified interface. Enables real-time updates for development and monitoring tasks.
railpush/railpush-mcp
mcp-figma
juyoung-won/mcp-figma
mcp-micromanage
Controls coding agents by enforcing structured implementation plans with PRs and commits as work units, requiring user review at each commit checkpoint to prevent agents from going off track. Includes a visualization dashboard for tracking progress in real-time.
Durable-Technology/mcp-micromanage-your-agent
AWS Billing MCP Server
Enables users to analyze AWS costs, track spending trends, and detect anomalies directly within Claude Desktop using the AWS Cost Explorer API. It provides tools to identify major cost drivers and compare usage across different time periods through natural language queries.
ankit8volt/aws-cloud-cost-analyser-mcp
Inkeep Zod v4
Search Zod v4 documentation and public references. Ask targeted questions about features, concepts, and troubleshooting to get concise answers. Accelerate schema design and validation workflows in your project.
kongyo2/zod
Homebrew
An MCP server for the Homebrew package manager.
Homebrew/brew
Zabbix MCP Server
Exposes the complete Zabbix API to MCP-compatible AI assistants, enabling natural language management of hosts, problems, and templates across multiple instances. It provides 220 tools for comprehensive monitoring and configuration with support for read-only modes and secure authentication.
initMAX/zabbix-mcp-server
12306 Ticket Search Server
Provide a simple API interface to search and filter 12306 train tickets, including direct, transfer, and stopover queries. Enable large language models to access real-time 12306 ticket information efficiently. Enhance user experience by integrating comprehensive train ticket search capabilities.
DeniseLewis200081/rail
calculator-mcp-test
Perform quick addition, subtraction, multiplication, and division. Streamline numeric workflows with fast, reliable results. Reduce errors and save time on everyday calculations.
f11m4at4/calculator-mcp-test
supabase-godmode
Manage projects, databases, and Edge Functions across your Supabase organizations. Create environments and branches with cost-aware confirmation, run migrations safely, and deploy updates with confidence. Search up-to-date docs, inspect logs and recommendations, and fetch endpoints, keys, and client types to accelerate development.
ubiq/supabase-godmode
schwab-mcp
An MCP server that connects to the Charles Schwab brokerage API to enable account management, market data retrieval, and secure order execution. It includes a Claude Code plugin with specialized skills for optimized tool selection and safety-focused confirmation patterns for trading.
k1xme/schwab-mcp
Contexta
Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.
teleengco/contexta-mcp
nutriscan-ai
Title: NutriScan AI — Food Intelligence & Allergen Guard Short Description: A multi-modal food intelligence API for AI agents. Instantly analyze products via barcode, label photo, or ingredient text to get health scores, allergen warnings, and diet compatibility. Long Description: NutriScan AI is a powerful Model Context Protocol (MCP) server that gives AI agents "eyes" and "expertise" in the grocery aisle. It bridges the gap between raw product data (Open Food Facts/USDA) and actionable nutri
b0d02xk/nutriscan-ai
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