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
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We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.
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We inspected the source code and checked that its capabilities match what the tool descriptions claim.
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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.
cook-tool
A recipe query tool that supports querying recipes and reporting dish names through the command line, suitable for cooking enthusiasts and developers.
xiaobenyang-com/1777316659522563
FastIntercom MCP Server
Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.
evolsb/fast-intercom-mcp
Mathematical-Visualization
The MCP protocol server based on JSXGraph provides 13 mathematical visualization tools suitable for educational mathematics, engineering, and scientific applications.
xiaobenyang-com/1777316659751939
date
An MCP server that provides real-time date, time and time zone information for AI assistants.
xiaobenyang-com/1777316659373059
Insight Digger MCP
An enterprise-grade data analysis system that enables users to discover data sources, configure analyses, and execute workflows through Claude Desktop. It features intelligent caching, session isolation, and secure JWT authentication for streamlined multi-user data orchestration.
sandsiv/data_narrator_mcp
Prediction-Examples-in-the-Alink-Tutorial
Two prediction examples in the Alink tutorial: input a year to predict GMV; input a piece of feedback to analyze its sentiment (positive/negative).
xiaobenyang-com/1804079084099594
Read-Website
一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。
xiaobenyang-com/1777316659753987
star
A fully functional constellation MCP (Model Context Protocol) service, providing functions such as constellation information query, fortune analysis, and matching test.
xiaobenyang-com/1777316659203075
Generate-Echarts
MCP ECharts is a dynamic chart generation and data analysis tool based on Apache ECharts, supporting multiple export formats and MinIO object storage integration.
xiaobenyang-com/1777316659773443
Sequential-Thinking-Tools
A sequential thinking tool based on the MCP protocol, used to break down complex problems into manageable steps and provide intelligent tool recommendations for each step.
xiaobenyang-com/1777316659590147
Quick-Chart
A server based on Model Context Protocol (MCP), providing a standardized interface for interacting with Quick Chart and supporting chart generation and management.
xiaobenyang-com/1777316659546115
Time-Zone
A comprehensive MCP server that provides global time zone management and time conversion functions, suitable for global business coordination, travel planning, and development and operation.
xiaobenyang-com/1777316659725315
akilat-spec/leave-manager-mcp
Track and manage employee time off with quick balance lookups and streamlined applications. Find t…
akilat-spec/leave-manager-mcp
arxiv-paper
A paper retrieval and content parsing tool based on arXiv, supporting paper search, PDF link retrieval, and content parsing functions, suitable for obtaining the latest papers in academic research and AI fields.
xiaobenyang-com/1777316659949571
12306-MCP
12306 ticket purchase search server based on Model Context Protocol (MCP). It provides a simple API interface, allowing large models to search for 12306 ticket purchasing information through the interface.
xiaobenyang-com/1777316659202051
Hugeicons
Hugeicons MCP Server is a TypeScript based server that provides integrated tools and resources for the Hugeicons icon library, supporting icon search, retrieval, and usage guides for multiple platforms.
xiaobenyang-com/1777316659866627
Iconify-Icon
Provide access to Iconify's MCP server with over 200,000 open-source vector ICONS, supporting icon set browsing, searching, and obtaining multi-framework usage examples.
xiaobenyang-com/1777316659568643
Playwright MCP Server
Actor Playwright MCP server
apify/actor-playwright-mcp
MCP-TEAMATE
MCP server for AI cooperation
aokihu/mcp-teamate
sbwsz
A server based on Model Context Protocol (MCP) that provides query and search functions for Chinese card information of Wanzhi brand.
xiaobenyang-com/1777316659870723
Domain Checker
Check domain name availability via RDAP. Single lookups, bulk checks (up to 50), and smart name suggestions with registration links. No API key needed.
nach-dakwale/domaincheckr-mcp
time-mcp
Time MCP Server is a server implementation that provides time aware capabilities for large language models, supporting functions such as obtaining current time, relative time, and timestamp conversion.
xiaobenyang-com/1777316659687427
claude-code-mcp
A comprehensive guide and template collection for building model Context Protocol (MCP) servers using FastMCP and deploying them to Google Cloud Run.
xiaobenyang-com/1777316659367939
Sequential-Thinking
A MCP server that implements sequential thinking protocols, provides structured problem-solving methods, decomposes complex problems into manageable steps, and supports iterative optimization and alternative reasoning paths.
xiaobenyang-com/1777316659904515
smart-search
Smart Search MCP is an intelligent search toolkit focused on the technology field, providing 14 enhanced search tools covering mainstream international and domestic technology platforms. It has functions such as intelligent URL generation, input verification, and advanced search techniques, making i
xiaobenyang-com/1777316659826691
local-fetch
A powerful MCP server that offers web scraping capabilities unrestricted by robots.txt, supports multiple HTTP methods and custom request Settings.
xiaobenyang-com/1777316659329027
whois-mcp
A WHOIS domain name query server based on Model Context Protocol (MCP), supporting the resolution of over 877 top-level domains and 169 country code top-level domains, and providing comprehensive domain name registration information query functions.
xiaobenyang-com/1777316659616771
Drand
drand-mcp-server is a service that provides verifiable random numbers for model-driven processes in AI applications, supporting the acquisition of random numbers by time or round.
xiaobenyang-com/1777316659468291
fund-mcp
A fund knowledge base server based on Model Context Protocol (MCP), providing query and retrieval functions of fund-related knowledge, and supporting multiple deployment modes and protocols.
xiaobenyang-com/1777316659313667
temp-notes
A lightweight service that provides cross conversation temporary information storage and retrieval for AI agents, supporting step-by-step processing of complex tasks.
xiaobenyang-com/1777316659784707
Atlas-Docs
The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, Cline, Windsurf, etc.
xiaobenyang-com/1777316659387395
rfc-server
An MCP server for obtaining, parsing and reading RFC documents from the ietf.org website, providing programmatic interactive tools.
xiaobenyang-com/1777316659312643
Text-Transformer
MCP servers that provide multiple text conversion functions, including case conversion, string inversion, and palindrome detection.
xiaobenyang-com/1777316659708931
bazi
Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data for personality analysis and destiny prediction.
xiaobenyang-com/1777316659717123
edge-tts
An MCP server integrated with Microsoft Edge's high-quality speech synthesis capabilities, supporting multilingual speech generation, audio merging, and cloud storage.
xiaobenyang-com/1777316659830787
bingcn
A Chinese Bing search tool based on MCP protocol, which supports calling through AI tools such as Claude, and can obtain webpage content without API keys.
xiaobenyang-com/1777316659917827
pdf-reader
A MCP server that supports AI assistants to read and analyze PDF files, providing functions such as PDF metadata extraction, page range reading, and keyword search
xiaobenyang-com/1777316659716099
Lookup-Domain
A Model Context Protocol (MCP) server that provides comprehensive domain name research tools, including RDAP, WHOIS, and DNS query functionality.
xiaobenyang-com/1777316659800067
Extract-Image
The MCP server offers the function of extracting images from local files and urls and converting them to base64 format, which is suitable for LLM analysis.
xiaobenyang-com/1777316659462147
DB-Mcp
MCP Database Server is a service that provides secure database access for AI assistants and LLM-based tools, supporting SQLite, PostgreSQL, MySQL and MariaDB, and featuring query verification, audit logs and security control functions.
xiaobenyang-com/1777316659322883
Astravue
Manage projects, tasks, time tracking, and team collaboration through natural language.
astravueorg/astravue-mcp-server
MCP Gateway
A multiplexing gateway that aggregates multiple MCP servers into a single port, significantly reducing context token usage through a Meta-MCP discovery system. It enables dynamic tool discovery and invocation across various transport protocols including stdio, HTTP, and SSE.
MikkoParkkola/mcp-gateway
Android Code Search MCP Server
Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.
steveday763/cs_android_mcp
Copilot Money MCP
This MCP server bridges Copilot Money with AI platforms like Claude and Cursor. It provides tools for fetching transactions, account balances, and automated data cleanup. By enabling secure, programmable access to financial records, it allows agents to perform complex tasks like transaction tagging and spending audits autonomously.
ignaciohermosillacornejo/copilot-money-mcp
UI Ticket
Human-to-AI code review bridge for UI prototypes with browser annotations.
0ics-srls/ui-ticket-mcp_public
Tempo MCP Server
An MCP server for managing Tempo worklogs in Jira, allowing users to track time, retrieve logs, and perform bulk operations via natural language. It integrates with the Tempo API to support creating, editing, and deleting work entries through MCP-compatible clients like Claude and Cursor.
ivelin-web/tempo-mcp-server
Daemon-MCP
Daem0n-MCP provides AI agents with persistent, semantically indexed memory to track decisions, rules, and outcomes across sessions. It actively prevents repetitive mistakes by enforcing context checks and prioritizing information about past failures during recall. Best for Claude Code.
9thLevelSoftware/Daem0n-MCP
Unity Editor
Integrates with Unity Editor through HTTP transport to enable real-time GameObject manipulation, component management, asset control, scene operations, and build pipeline automation for game development workflows.
andreyskyfoxsidorov/unifiedunitymcp
coolify-mcp-server
MCP server for Coolify API integration
wrediam/coolify-mcp-server
graqle
Dev intelligence layer that builds a knowledge graph from any codebase and exposes 7 MCP tools for graph-powered reasoning, impact analysis, and preflight safety and governance checks.
quantamixsol/graqle
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