MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45001 |
marketplaces-mcp-ru
Claim
AI-доступ к кабинетам Wildberries и Ozon через MCP-сервера над Seller API. Обес…
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| 45002 |
ida-pro-mcp-gateway
Claim
Enables AI to manage multiple IDA Pro instances simultaneously by acting as a g…
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| 45003 |
SciAgentKit
Claim
MCP-native scientific skills for reproducible computational biology and AI-driv…
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| 45004 |
Context7 MCP Server
Claim
An MCP server that bridges to the Context7 API, enabling querying documentation…
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| 45005 |
outstations-mcp
Claim
Provides access to yacht-club outstation records including size limits, rafting…
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| 45006 |
A Model Context Protocol server that enables LLM agents and humans to play ches…
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| 45007 |
Code2Postman MCP
Claim
Automatically generates Postman collections from code directories by analyzing …
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| 45008 |
vincent-vnc-mcp
Claim
A self-hosted, VNC-backed MCP server that enables AI agents to control a dedica…
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| 45009 |
Provides tools for querying and writing finance records in a Notion-backed hous…
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| 45010 |
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
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| 45011 |
google-ads-mcp
Claim
Enables interaction with Google Ads API through MCP, allowing search and listin…
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| 45012 |
agent-canvas-arena
Claim
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
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| 45013 |
Fetches GitHub PR comments and intelligently applies fixes directly in workspac…
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| 45014 |
NestJS DevTools MCP
Claim
Give your AI coding agents the superpower to observe your NestJS application's …
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| 45015 |
bora-mcp
Claim
MCP server for searching and extracting official announcements, decrees, and re…
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| 45016 |
minecraft-mcp-server
Claim
An MCP server that connects an AI assistant to a Minecraft server via a Minefla…
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| 45017 |
google-workspace-mcp
Claim
A multi-account Google Workspace MCP server that drives Gmail, Google Calendar,…
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| 45018 |
obsidian-mcp-server
Claim
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
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| 45019 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 45020 |
screenshot-mcp
Claim
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
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| 45021 |
arcane
Claim
Provides persistent, searchable memory and knowledge capture for AI-assisted de…
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| 45022 |
WebLens
Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
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| 45023 |
mcp-shopify
Claim
MCP server for Shopify Admin API. Enables product, order, customer, and invento…
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| 45024 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 45025 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 45026 |
rocks-db
Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
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| 45027 |
Eigma
Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
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| 45028 |
zxoar
Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
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| 45029 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 45030 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 45031 |
Juicy Designs Quote
Claim
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
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| 45032 |
vibefix
Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
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| 45033 |
authn-authz-with-mcps
Claim
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
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| 45034 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 45035 |
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
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| 45036 |
tavily-firecrawl-mcp
Claim
A Model Context Protocol server for web scraping and searching, with automatic …
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| 45037 |
AI Readiness (hosted)
Claim
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No in…
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| 45038 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 45039 |
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
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| 45040 |
ProductClank
Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
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| 45041 |
a2a-mcp-bridge
Claim
A stdio MCP server that allows MCP-capable agents to call an A2A endpoint, enab…
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| 45042 |
TuringTap
Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
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| 45043 |
OdooForge MCP Server
Claim
Enables AI assistants to fully control and manage Odoo 18 ERP instances through…
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| 45044 |
opendaw-mcp
Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
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| 45045 |
AI Backend MCP Server
Claim
Enables AI clients to use custom tools, maintain memory, and follow structured …
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| 45046 |
ScreenShotTool MCP
Claim
Windows桌面截图与窗口自动化工具,支持后台操作、不抢焦点,可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。
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| 45047 |
circuit-recognition
Claim
MCP server for intelligent circuit diagram recognition, enabling detection of c…
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| 45048 |
hledger MCP Server
Claim
Enables Claude to interact with hledger for financial analysis, including accou…
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| 45049 |
Jules MCP Server
Claim
Enables AI assistants to create and manage asynchronous coding tasks through Go…
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| 45050 |
game-mcp
Claim
Bridges AI assistants to running game instances for testing, debugging, and ver…
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