MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49601 |
mssql-agent-mcp
Claim
Provides tools for querying and managing Microsoft SQL Server databases, includ…
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| 49602 |
Qualys MCP Server
Claim
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
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| 49603 |
kimi-code-mcp
Claim
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
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| 49604 |
shopify
Claim
Enables AI agents to read and write Shopify store data including products, orde…
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| 49605 |
Unified MCP for Scrimba's interactive programming education with visual learning
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| 49606 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 49607 |
update-hijack-demo
Claim
Demo: Server update hijack PoC (clean copy for video)
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| 49608 |
gsc-mcp-server
Claim
Enables Claude to access Google Search Console data including search performanc…
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| 49609 |
MCP server for Garmin ConnectIQ SDK documentation and resources
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| 49610 |
gg-smart-manager
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| 49611 |
LangGraph MCP Server
Claim
A clean, modular Model Context Protocol server implementation for LangGraph doc…
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| 49612 |
MCP Translation Service
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Provides multilingual text translation capabilities using Baidu Translate API w…
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| 49613 |
AndroJack-mcp
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Enables AI coding assistants to access up-to-date, official Android documentati…
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| 49614 |
VegaMCP
Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
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| 49615 |
nemeton-mcp
Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
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| 49616 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 49617 |
Query MCP
Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
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| 49618 |
An MCP server that enables signing, verifying, and managing APK files and keyst…
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| 49619 |
Enables sophisticated reasoning workflows using graph-based representations for…
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| 49620 |
Lottery MCP Server
Claim
Provides tools to query Chinese lottery results, check prizes, and update data …
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| 49621 |
mcp-server
Claim
Provides instructions and code to set up an MCP server using FastMCP, enabling …
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| 49622 |
小红书MCP服务
Claim
一个用于小红书API的MCP服务器,支持搜索笔记、获取内容、查看评论和发表评论等功能。
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| 49623 |
dg-mcp-server
Claim
A powerful and flexible Datagroom MCP server implementation to read the data an…
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| 49624 |
SQL Server MCP
Claim
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
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| 49625 |
Locus
Claim
Local persistent memory for AI coding tools. Stores project context and convers…
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| 49626 |
freeqrcode-mcp-server
Claim
Enables AI assistants to generate QR codes for URLs, text, vCard, WiFi, email, …
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| 49627 | — | |||||||||
| 49628 |
mcp-xray
Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
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| 49629 |
Iris
Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
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| 49630 |
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| 49631 |
biopharma-catalyst-mcp
Claim
Enables biopharma catalyst research by aggregating signals from ClinicalTrials.…
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| 49632 |
video-studio-mcp
Claim
MCP server enabling AI agents to generate AI videos and images, analyze video c…
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| 49633 |
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
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| 49634 |
提供全面的企业风险分析功能,包括严重违法记录、动产抵押、失信被执行人、经营异常、行政处罚等风险信息查询,帮助用户进行企业合规风险评估。
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| 49635 |
SpeechWire MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with secure, …
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| 49636 |
zotero-mcp
Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
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| 49637 |
SFCC MCP Server
Claim
A Model Context Protocol server for interacting with Salesforce Commerce Cloud …
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| 49638 |
An MCP server that provides 20 tools to control the Unity Editor with natural l…
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| 49639 |
MCP Nexus
Claim
Enables universal access to MCP tools and capabilities from external clients, c…
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| 49640 |
ReaperMCP
Claim
Connects AI assistants to REAPER for music production, enabling full control ov…
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| 49641 |
MC Figma Bridge
Claim
Enables Cursor (MCP client) to interact with an active Figma document through a…
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| 49642 |
mcp-shlink
Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
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| 49643 |
Guides users through creating professional Playwright test suites with a step-b…
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| 49644 |
Elysia MCP Server
Claim
Enables creating high-performance MCP servers using Bun and Elysia, exposing re…
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| 49645 |
Enables accessibility testing using Playwright and Axe, allowing users to scan …
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| 49646 |
salesforce-mcp
Claim
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
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| 49647 |
Delpha Data Quality MCP
Claim
Enables AI-driven data quality operations such as validation, enrichment, and d…
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| 49648 |
shrtnr MCP Server
Claim
Enables AI assistants to create and manage short URLs via the MCP protocol, wit…
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| 49649 |
android-docs-mcp
Claim
An MCP server that gives AI agents direct access to developer.android.com — sea…
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| 49650 |
Waymark
Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
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