MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37901 |
cchub
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CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 37902 |
mcp-carrefour
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MCP server that connects Carrefour Drive to Claude and other MCP clients, enabl…
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| 37903 |
mingdao-mcp-server
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MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…
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| 37904 |
Polyglot SSG MCP
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Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
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| 37905 |
jira-mcp-server
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Enables AI agents to manage Jira projects and issues using natural language, in…
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| 37906 |
Agents Council
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The simplest way to bridge and collaborate across AI Agent sessions like Claude…
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| 37907 |
OpenAlex MCP Server
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轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
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| 37908 |
Shellgate
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A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
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| 37909 |
atlassian-mcp
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MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage page…
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| 37910 |
Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural…
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| 37911 |
Apple Notes MCP Server
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Enables AI assistants to read, create, search, update, and delete Apple Notes t…
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| 37912 |
onlyswaps
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DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
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| 37913 |
Apartment Sheets MCP
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Light-weight MCP server to save and manage apartment listings to a shared Googl…
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| 37914 |
GoHighLevel MCP Server
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Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
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| 37915 |
Aptly MCP Server
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Enables AI assistants to manage Debian package repositories through natural lan…
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| 37916 |
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
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| 37917 |
oaid-mcp
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Enables AI agents to securely use Open Agent ID credentials for signing request…
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| 37918 |
else_when
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| 37919 |
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
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| 37920 |
csv-tools-ai-mcp
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csv-tools-ai-mcp MCP server by MEOK AI Labs
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| 37921 |
paperclip-mcp
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MCP server that exposes the Paperclip control plane API as tools for Claude Cod…
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| 37922 |
Fuul MCP Server
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Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
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| 37923 |
data-aggregator-mcp
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Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/…
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| 37924 |
kernelcad
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Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE ke…
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| 37925 |
obsidian-mcp
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Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
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| 37926 |
Enables comprehensive file and document operations including image compression,…
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| 37927 |
logic-mcp
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Executes advanced logic primitives and cognitive operations via MCP tools, with…
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| 37928 |
Swift Poe Search MCP
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An MCP server that integrates with Poe's API to provide AI-powered search and r…
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| 37929 |
DevFlow MCP Server
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MCP server that integrates DevFlow with AI code assistants to enforce structure…
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| 37930 |
Email MCP Server
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Enables email integration via IMAP and SMTP, allowing model assistants to read,…
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| 37931 |
Crawl4AI RAG MCP Server
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An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
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| 37932 |
WikidataMCP
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Model Context Protocol for Wikidata
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| 37933 |
Public read-only MCP HTTP gateway for the Solapur software developers registry.
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| 37934 |
Weather
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Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 37935 |
Contexta
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Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 37936 |
Hostaway MCP Server
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Enables AI assistants to interact with Hostaway's property management platform …
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| 37937 |
bunge-ds-mcp
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MCP server that exposes the @bunge/ds-components design system catalog, allowin…
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| 37938 |
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
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| 37939 |
digiloglabs
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digiloglabs mcp
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| 37940 |
shuka
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Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 37941 |
Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-…
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| 37942 |
MCP Context Hub
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A local MCP server for RAG memory, semantic search, and context optimization us…
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| 37943 |
glowing-memory
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| 37944 |
Field Ascend
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Field Ascend is a multi-tenant field service management platform used by engine…
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| 37945 |
devpulse-mcp
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Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
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| 37946 |
ODPS MCP Server
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Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 37947 |
Linear
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Interact with Linear's API for managing issues, projects, and teams.
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| 37948 |
autoglm-mcp
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Enables AI agents to analyze and interact with Android phone screens via ADB, u…
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| 37949 |
Mealie MCP Server
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Enables interaction with Mealie for managing recipes, meal plans, shopping list…
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| 37950 |
MCP Server POC
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Validate and experiment with Model Context Protocol server implementations supp…
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