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.
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.
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
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
MCP Strava Server
The MCP Strava Server facilitates seamless integration between Strava APIs and Claude for Desktop.
MariyaFilippova/mcp-strava
Remembra
Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. Self-hosted. 100% on LoCoMo benchmark.
remembra-ai/remembra
workopia-mcp
Hosted MCP server for job search (3M+ jobs from employer career pages and ATS feeds like Lever/Greenhouse), PDF resume generation with multiple templates, AI resume tailoring per job description, cover letters, and career advice. Free hosted endpoint, no API key required.
workopia/workopia-mcp
URL security scanner to protect AI agent workflows.
MCP-native URL security scanner that protects AI agent workflows. Analyzes URLs for phishing, malware, and suspicious patterns before agent navigation. Returns risk scores, confidence levels, and agent access directives (ALLOW/DENY) so automated workflows can make safe browsing decisions in real time.
cybrlab-ai/urlcheck-mcp
aws-s3-mcp
MCP Server for S3
samuraikun/aws-s3-mcp
YouTube DLP
Extracts YouTube video metadata, subtitles in multiple languages, and top comments using yt-dlp with proxy support for content analysis and accessibility workflows.
agentx-ai/agentx-mcp-servers
Jolokia MCP Server
Jolokia MCP server
tadayosi/jolokia-mcp
Autonomous Lab
Turns Senior-Junior workflows into autonomous loops where AI handles execution and humans make editorial decisions.
albert-ying/autonomous-lab
Wiki Agent
MCP server for personal wiki and knowledge management that converts URLs, PDFs, audio, and video into Obsidian notes.
anton15k/llm_wiki_agent
Cashfree
Integrates with Cashfree's payment processing APIs to enable creating payment links, managing orders, processing refunds, initiating transfers, and verifying identity information
cashfree/cashfree-mcp
PeMCP
An comprehensive MCP Server for PE File Analysis
JameZUK/PeMCP
ASG Card
Virtual MasterCards for AI agents. Issue and manage cards via MCP.
ASGCompute/asgcard-public
specrun
MCP server that turns OpenAPI specs into tools and calls API
pavelpiha/specrun
Wick
Capture Roslyn-enriched C# exception telemetry from Godot Engine games and deliver full diagnostic context to AI assistants in one call.
buildepicshit/wick
Instagram Engagement
Enables detailed Instagram interaction analysis by processing comments, user profiles, and post metrics to extract demographic insights and identify potential marketing leads through a private API integration.
bob-lance/instagram-engagement-mcp
Mesh MCP
Access your network seamlessly with a simple and efficient server. Leverage a variety of tools to enhance your applications and workflows. Start integrating with your existing systems effortlessly.
clay-inc/clay-mcp
Language Server
Integrates language server capabilities to provide code analysis, completion, and diagnostics for developing in various languages.
alexwohletz/language-server-mcp
Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.
xpozpublic/xpoz-mcp
CodeMap MCP
CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact, instead of brute-force reading thousands of lines of source code. One tool call. Precise answer. No context flood.
bbajt/csharp-code-map
XMind Mind Maps
Analyze Xmind mind maps on your local machine using fuzzy search and hierarchical navigation.
apeyroux/mcp-xmind
GodotIQ
Intelligent MCP server for AI-assisted Godot 4 development with spatial intelligence, code analysis, and 35 tools
salvo10f/godotiq
Apache APISIX
Bridge LLMs with the APISIX Admin API to manage and analyze API gateway information.
api7/apisix-mcp
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