MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44701 |
Java Inspector
Claim
Decompiles Maven dependencies into readable Java source directly inside your AI…
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| 44702 |
toolhive-mcp
Claim
A hosted HTTP MCP server for Cloudflare Workers that exposes a bundle of tools …
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| 44703 |
digital-fireplace-mcp
Claim
MCP server for 34 embeddable pixel-art digital fireplaces. Enables listing fire…
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| 44704 |
browser-use
Claim
Control a real Chrome browser to complete any task: fill forms, extract data, b…
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| 44705 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 44706 |
cyclesite-mcp-server
Claim
Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycl…
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| 44707 |
Kabuzz MCP Server
Claim
Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…
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| 44708 |
Pellet
Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
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| 44709 |
codebase-memory
Claim
Provides persistent memory for AI coding agents through the Model Context Proto…
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| 44710 |
Enables checking domain availability, WHOIS lookup, domain registration, and bi…
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| 44711 |
notes-mcp
Claim
Enables AI assistants to search and retrieve content from local Markdown notes …
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| 44712 |
hunicher
Claim
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| 44713 |
Fact Checker MCP Server
Claim
Enables verification of simple factual claims (e.g., capital cities) by checkin…
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| 44714 |
responsible-gambling-mcp
Claim
Enables users to calculate safe gambling budgets based on financial situation a…
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| 44715 |
mcp-calendar-python
Claim
Enables creating, modifying, and checking Google Calendar events from Claude de…
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| 44716 |
zxoar
Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
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| 44717 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 44718 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 44719 |
Juicy Designs Quote
Claim
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
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| 44720 |
vibefix
Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
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| 44721 |
authn-authz-with-mcps
Claim
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
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| 44722 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 44723 |
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
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| 44724 |
tavily-firecrawl-mcp
Claim
A Model Context Protocol server for web scraping and searching, with automatic …
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| 44725 |
AI Readiness (hosted)
Claim
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No in…
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| 44726 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 44727 |
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
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| 44728 |
ProductClank
Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
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| 44729 |
a2a-mcp-bridge
Claim
A stdio MCP server that allows MCP-capable agents to call an A2A endpoint, enab…
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| 44730 |
TuringTap
Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
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| 44731 |
OdooForge MCP Server
Claim
Enables AI assistants to fully control and manage Odoo 18 ERP instances through…
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| 44732 |
opendaw-mcp
Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
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| 44733 |
AI Backend MCP Server
Claim
Enables AI clients to use custom tools, maintain memory, and follow structured …
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| 44734 |
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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| 44735 |
circuit-recognition
Claim
MCP server for intelligent circuit diagram recognition, enabling detection of c…
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| 44736 |
hledger MCP Server
Claim
Enables Claude to interact with hledger for financial analysis, including accou…
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| 44737 |
Jules MCP Server
Claim
Enables AI assistants to create and manage asynchronous coding tasks through Go…
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| 44738 |
game-mcp
Claim
Bridges AI assistants to running game instances for testing, debugging, and ver…
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| 44739 |
mcp-kaneo
Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
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| 44740 |
sigil
Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
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| 44741 |
mcp-connectwise-psa
Claim
MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry,…
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| 44742 |
Server MCP
Claim
Provides math and weather tools accessible via LangGraph agent using MCP protoc…
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| 44743 |
agenda-intelligence-md
Claim
Auditable strategic-risk memos for AI agents — sanctions, regulatory, geopoliti…
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| 44744 |
@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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| 44745 |
Aparavi MCP Server
Claim
Integrates with Aparavi's document processing API to allow LLMs to process docu…
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| 44746 |
ai-changelog-writer
Claim
Cloudflare Workers MCP server: ai-changelog-writer
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| 44747 |
google-analytics
Claim
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
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| 44748 |
datafood-mcp
Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
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| 44749 |
TestRail MCP Server
Claim
Connect your AI coding assistant to TestRail to manage test cases, runs, result…
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| 44750 |
Provides intelligent cryptocurrency trading assistance using Coinbase Advanced …
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