MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31601 |
calibre-mcp
Claim
Enables read-only search, browsing, and metadata retrieval from a local Calibre…
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| 31602 |
zerodha-claude-mcp
Claim
Enables AI models to interact with the Zerodha trading platform for portfolio m…
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| 31603 |
FortiAnalyzer MCP Server
Claim
Enables AI assistants to interact with FortiAnalyzer for log analysis, reportin…
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| 31604 |
Agent中国通
Claim
这是一个面向中文圈的MCP服务器,将中国互联网常用能力(如地图、快递、RSS、B站等)封装为标准MCP工具,方便AI Agent安全调用。
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| 31605 |
Lens
Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
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| 31606 |
Minesweeper MCP Server
Claim
Enables MCP client agents to play the classic Minesweeper game by connecting to…
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| 31607 |
unusual-whales-mcp
Claim
Provides access to Unusual Whales market data including options flow, dark pool…
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| 31608 |
Topos
Claim
Structural code-quality tools for AI coding agents.
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| 31609 |
Licensy
Claim
Real-time U.S. medical license verification across all 50 states + DC.
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| 31610 |
Enables creating and managing automated workflows with triggers, actions, webho…
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| 31611 |
world-weather-online-mcp
Claim
World Weather Online MCP Server gives AI agents direct access to one of the wor…
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| 31612 |
itick-mcp-server
Claim
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
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| 31613 |
SignalK MCP Server
Claim
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
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| 31614 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 31615 |
mcp-server-convert
Claim
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
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| 31616 |
caseware-kb
Claim
Enables querying procurement documents (invoices, purchase orders, shipping ord…
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| 31617 |
logic-pro-mcp
Claim
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
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| 31618 |
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
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| 31619 |
Cortex RMCP
Claim
Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI trans…
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| 31620 |
paperclip-mcp
Claim
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
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| 31621 |
qwen
Claim
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| 31622 |
A persistent knowledge base server for MCP development with GitHub integration …
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| 31623 |
MCP-AI-Gateway
Claim
Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and …
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| 31624 |
npm-mcp
Claim
Enables AI assistants to manage Nginx Proxy Manager instances through natural l…
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| 31625 |
Burp Suite MCP Analyzer
Claim
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
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| 31626 |
Monarch Money MCP Server
Claim
Read-only MCP and HTTP proxy server for accessing Monarch Money financial data,…
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| 31627 |
SEO Overview MCP Server
Claim
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
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| 31628 |
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
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| 31629 |
SynthOS
Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
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| 31630 |
vibie-mcp
Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
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| 31631 |
MCP Repo Mapper
Claim
Deterministic repository structure mapping for onboarding agents.
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| 31632 |
openflowkit-mcp
Claim
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
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| 31633 |
codexrunledger-mcp
Claim
Codex run receipts your reviewer can trust.
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| 31634 |
Patent MCP Server
Claim
An MCP server that gives AI agents access to global patent data, including 1.4 …
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| 31635 |
EduChain MCP Server
Claim
Integrates with Claude Desktop to generate educational content such as multiple…
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| 31636 |
tamagotchi-mcp
Claim
Enables an LLM to care for a virtual pet with actions like feeding, playing, an…
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| 31637 |
freshtrack
Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
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| 31638 |
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
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| 31639 |
mcp-linux-tools
Claim
Enables AI assistants to perform controlled Linux system administration tasks l…
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| 31640 |
ShieldNet MCP
Claim
A zero-trust security guardrail for AI agents that scans external endpoints and…
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| 31641 |
airbnb_search
Claim
An Airbnb search desktop extension that offers advanced filtering features and …
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| 31642 |
Skald MCP Server
Claim
Chat with your Skald knowledge base, add and update new knowledge, and search t…
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| 31643 |
xbtest
Claim
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| 31644 |
elyth-mcp-server
Claim
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
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| 31645 |
case-chat
Claim
A conversational chat interface that uses RAG over a synthetic test corpus and …
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| 31646 |
distill-mcp
Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
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| 31647 |
docker-helper-ai-mcp
Claim
docker-helper-ai-mcp MCP server by MEOK AI Labs
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| 31648 |
Hevy MCP Pro
Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
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| 31649 |
Draw.io MCP Server
Claim
Enables AI models to create and manage various types of diagrams (flowcharts, U…
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| 31650 |
git-training-wheels
Claim
An MCP server that enforces safe git commits by allowing only specified files a…
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