MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35001 |
Provides AI agents with structured access to project conventions, technology st…
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| 35002 |
oscine
Claim
An MCP server that exposes a synthesizer composer's command catalog as tools, e…
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| 35003 |
browseros-mcp
Claim
Standalone browser automation MCP server supporting both BrowserOS and standard…
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| 35004 |
Math MCP
Claim
A comprehensive math utility server implementing the Model Context Protocol (MC…
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| 35005 |
mcp-data-batonrouge
Claim
Provides access to Baton Rouge Open Data (data.brla.gov) via Socrata, enabling …
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| 35006 |
remote-mcp-server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 35007 |
MCP server for managing devices via JAMF Pro and Microsoft Intune APIs, enablin…
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| 35008 |
Sri Lanka Payslip
Claim
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
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| 35009 |
Marketo MCP Server
Claim
Python MCP server for the Marketo REST API, enabling leads management, campaign…
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| 35010 |
Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chat…
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| 35011 |
geoseo-mcp
Claim
Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
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| 35012 |
Extract DSL from MasterGo design files to analyze structure and generate accura…
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| 35013 |
AgentLadle MCP AKShare
Claim
Provides 46 financial data tools for AI assistants covering A-share, HK, US mar…
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| 35014 |
openapi-to-mcp
Claim
Auto-generates MCP tools from your OpenAPI spec, allowing natural language inte…
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| 35015 |
AgentWebSearch-MCP
Claim
An MCP server that provides web search and content fetching using real Chrome b…
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| 35016 |
Provides tools for generating, quality-controlling, and exporting relative perm…
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| 35017 |
Google Sheets MCP Server
Claim
Implements an MCP server that interacts with Google Sheets to store and retriev…
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| 35018 |
MCP Server for VS Code
Claim
Enables AI assistants to interact with VS Code for language intelligence, debug…
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| 35019 |
Singapore Bus MCP Server
Claim
Provides real-time Singapore bus information, including arrival times, routes, …
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| 35020 |
datalastic-mcp
Claim
MCP server that enables AI assistants to access real-time vessel tracking, port…
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| 35021 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 35022 |
Apple Shortcut Maker MCP
Claim
Enables AI assistants to create, duplicate, list, and run Apple Shortcuts using…
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| 35023 |
Second Brain
Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
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| 35024 |
Gripp MCP
Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
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| 35025 |
DG-MCP
Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
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| 35026 |
eazy-ba
Claim
Captures and organizes requirements as markdown, tracks relationships between p…
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| 35027 |
cronmcp
Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
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| 35028 |
Analyzes raw email headers and emails for phishing, spoofing, and BEC using AI …
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| 35029 |
sap-hana-mcp
Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
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| 35030 |
OpenLore
Claim
Provides persistent architectural memory and structural cognition for AI coding…
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| 35031 |
XCREENER
Claim
Local stdio MCP bridge for XCREENER's XQL screener API — validate, explain, and…
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| 35032 |
Google Sheet MCP Server
Claim
Enables AI agents to read, write, and manage Google Sheets using the Google She…
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| 35033 |
gptqueue
Claim
Enables AI agents to discover each other and exchange typed messages through a …
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| 35034 |
mcp-jina-reader
Claim
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
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| 35035 |
mcp-safeguard
Claim
An MCP server that provides safeguard capabilities to protect against prompt in…
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| 35036 |
VulScan-MCP
Claim
MCP server that scans project dependencies for security vulnerabilities (CVEs) …
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| 35037 |
Provides a template to run an MCP server in a Next.js project using the Vercel …
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| 35038 |
A Node.js server that enables LLMs to inspect GraphQL schemas and retrieve info…
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| 35039 |
Enables remote MCP connections with Cloudflare Access OAuth authentication, pro…
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| 35040 |
Danbooru Search MCP
Claim
Searches Danbooru for anime/game characters and their associated tags, providin…
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| 35041 |
Planfix MCP Server
Claim
Enables integration with Planfix CRM and task management system, allowing lead …
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| 35042 |
cPanel MCP Server
Claim
A complete MCP server enabling AI assistants to manage cPanel hosting through n…
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| 35043 |
Screen Vision MCP Server
Claim
Enables screen capture, OCR text extraction, and automated clicking on macOS th…
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| 35044 |
MCP-GLSP
Claim
Enables AI-driven graphical diagram creation and manipulation using natural lan…
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| 35045 |
coordinaut
Claim
Coordinates parallel AI coding agents by providing task ownership, scoped file …
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| 35046 |
Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for a…
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| 35047 |
tradingview-mcp
Claim
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
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| 35048 |
Stock MCP
Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
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| 35049 |
Andon SOP MCP Server
Claim
MCP server that connects to MES systems to enable SOP uploading and abnormal re…
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| 35050 |
melt-7 MCP Server
Claim
Enables agentic video editing and composition via MCP, allowing creation and ma…
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