MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42301 |
screenshot-mcp
Claim
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
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| 42302 |
arcane
Claim
Provides persistent, searchable memory and knowledge capture for AI-assisted de…
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| 42303 |
WebLens
Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
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| 42304 |
mcp-shopify
Claim
MCP server for Shopify Admin API. Enables product, order, customer, and invento…
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| 42305 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 42306 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 42307 |
rocks-db
Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
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| 42308 |
Eigma
Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
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| 42309 |
zxoar
Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
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| 42310 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 42311 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 42312 |
Juicy Designs Quote
Claim
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
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| 42313 |
vibefix
Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
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| 42314 |
authn-authz-with-mcps
Claim
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
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| 42315 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 42316 |
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
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| 42317 |
tavily-firecrawl-mcp
Claim
A Model Context Protocol server for web scraping and searching, with automatic …
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| 42318 |
AI Readiness (hosted)
Claim
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No in…
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| 42319 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 42320 |
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
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| 42321 |
ProductClank
Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
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| 42322 |
a2a-mcp-bridge
Claim
A stdio MCP server that allows MCP-capable agents to call an A2A endpoint, enab…
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| 42323 |
TuringTap
Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
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| 42324 |
OdooForge MCP Server
Claim
Enables AI assistants to fully control and manage Odoo 18 ERP instances through…
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| 42325 |
opendaw-mcp
Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
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| 42326 |
AI Backend MCP Server
Claim
Enables AI clients to use custom tools, maintain memory, and follow structured …
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| 42327 |
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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| 42328 |
circuit-recognition
Claim
MCP server for intelligent circuit diagram recognition, enabling detection of c…
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| 42329 |
hledger MCP Server
Claim
Enables Claude to interact with hledger for financial analysis, including accou…
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| 42330 |
Jules MCP Server
Claim
Enables AI assistants to create and manage asynchronous coding tasks through Go…
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| 42331 |
game-mcp
Claim
Bridges AI assistants to running game instances for testing, debugging, and ver…
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| 42332 |
mcp-kaneo
Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
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| 42333 |
sigil
Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
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| 42334 |
mcp-connectwise-psa
Claim
MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry,…
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| 42335 |
Server MCP
Claim
Provides math and weather tools accessible via LangGraph agent using MCP protoc…
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| 42336 |
agenda-intelligence-md
Claim
Auditable strategic-risk memos for AI agents — sanctions, regulatory, geopoliti…
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| 42337 |
@fuyouai/email-mcp
Claim
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
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| 42338 |
Aparavi MCP Server
Claim
Integrates with Aparavi's document processing API to allow LLMs to process docu…
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| 42339 |
ai-changelog-writer
Claim
Cloudflare Workers MCP server: ai-changelog-writer
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| 42340 |
google-analytics
Claim
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
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| 42341 |
datafood-mcp
Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
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| 42342 |
TestRail MCP Server
Claim
Connect your AI coding assistant to TestRail to manage test cases, runs, result…
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| 42343 |
Provides intelligent cryptocurrency trading assistance using Coinbase Advanced …
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| 42344 |
Skein Toolkit MCP Server
Claim
A local MCP SSE server that proxies Cloudflare Workers AI and provides multi-st…
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| 42345 |
Paragraph MCP
Claim
MCP server that connects AI agents to your Paragraph publication, enabling post…
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| 42346 |
Habit Tracker MCP Server
Claim
Enables users to analyze their habits over a specified period and receive weekl…
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| 42347 |
databazaar
Claim
Agent-first data marketplace — AI agents search, purchase, and sell datasets vi…
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| 42348 |
DataToronto MCP
Claim
Enables AI agents to query City of Toronto open data through the CKAN API, prov…
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| 42349 |
FreeCAD MCP Server
Claim
Enables AI assistants to perform 3D modeling and CAD operations in FreeCAD, inc…
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| 42350 |
kibana-mcp
Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
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