MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 4 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 42451 |
karnavals
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| 42452 |
wertls
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| 42453 |
Exposes five tools for querying and analyzing a customer-support dataset, inclu…
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| 42454 |
tools-server
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| 42455 |
coserial
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Enables humans and AI agents to collaboratively control serial ports via MCP to…
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| 42456 |
Enables configuring Morningstar MIDI foot controllers using natural language, i…
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| 42457 |
AdminAgent
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AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
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| 42458 |
Enables deploying a remote MCP server without authentication on Cloudflare Work…
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| 42459 |
mcp-whatsms-admin
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Enterprise-grade administration of the WhatSMS platform via MCP, providing 25 s…
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| 42460 |
customaise
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Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
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| 42461 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 42462 |
Perdoo MCP Server
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An MCP server that integrates with the Perdoo OKR platform, providing tools to …
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| 42463 |
Weather MCP Server
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Enables Claude to query real-time weather data for any specified location using…
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| 42464 |
Kube-Whisperer
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Autonomous AI agent for Kubernetes triage and infrastructure management using n…
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| 42465 |
BelugaMCP
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Unified SAP MCP server combining SAP documentation search, ABAP linting, and BT…
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| 42466 |
legacy-web-mcp
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Automatically crawl and analyze legacy web applications to generate documentati…
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| 42467 |
Discord MCP Extended
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A feature-rich MCP server for Discord, giving AI companions full presence in Di…
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| 42468 |
linkedin-mcp
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Enables full control over LinkedIn profiles through browser automation, allowin…
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| 42469 |
Validates submitted fields against required field names and returns structured …
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| 42470 |
remindb
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An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
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| 42471 |
Enables prospect research through semantic web search, webpage scraping, and ba…
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| 42472 |
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
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| 42473 |
SNCF MCP Server
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Enables querying SNCF train schedules and stations in France using the official…
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| 42474 |
Behringer WING MCP
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Enables controlling Behringer WING digital mixers via OSC, supporting fader, mu…
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| 42475 |
verse-diagnostics-mcp
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Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes s…
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| 42476 |
resume-markdown-mcp
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Write your resume in Markdown and export to PDF with AI assistance, using a bui…
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| 42477 |
xiaozhi MCP Aggregate
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Aggregates MCP tools for remote control, email, system monitoring, and web sear…
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| 42478 |
shieldbot
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AI-powered security code review for Claude Code that runs multiple scanners (Co…
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| 42479 |
mcp-hub
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A meta-MCP server that acts as a single connection point to lazily spawn and pr…
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| 42480 |
brahe-mcp
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Exposes the astrodynamics capabilities of the Brahe library enabling language m…
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| 42481 |
FBEM
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An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
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| 42482 |
MCP Docs Server
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Fetches and parses documentation from llms.txt files to enable AI assistants to…
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| 42483 |
searchts
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Enables AI agents to read any URL by using an escalating open-source unlocker t…
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| 42484 |
Workflow MCP Server
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Guides agents through structured workflows with predefined steps, allowing for …
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| 42485 |
ukraine.com.ua MCP
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MCP server for the adm.tools / ukraine.com.ua hosting API, providing tools to m…
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| 42486 |
VibeTape MCP Server
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Captures key development moments, enables multi-agent traceability, provides in…
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| 42487 |
vCluster YAML MCP Server
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Enables AI assistants to query, validate, and create vCluster YAML configuratio…
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| 42488 |
unusual-whales-mcp
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Provides access to Unusual Whales market data including options flow, dark pool…
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| 42489 |
argus
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Chrome DevTools Protocol MCP server for browser debugging with tools for consol…
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| 42490 |
OpenSearch MCP Server
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Enables retrieval of error stack traces by transaction ID from OpenSearch logs,…
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| 42491 |
A Model Context Protocol (MCP) server that acts as a manufacturing consultant f…
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| 42492 |
apple-docs-mcp-server
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Search and retrieve information from Apple's complete developer documentation, …
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| 42493 |
ChainID Guard
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MCP server that gates premium features behind a combined x402 (USDC per call) a…
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| 42494 |
Salesforce MCP Server
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Enables Claude to interact with Salesforce for querying, modifying, and managin…
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| 42495 |
faostat-mcp-server
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UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via…
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| 42496 |
SearchAPI MCP Agent
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Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
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| 42497 |
weather-mcp
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Provides current weather information by combining geocoding and weather data AP…
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| 42498 |
the-mogiyoon-mcp
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Enables controlling a game character, drawing on a canvas, and running chemistr…
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| 42499 |
Vaultak
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Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 42500 |
pointmoon-mcp
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Provides sourced, current physical and environmental field-truth (weather, air …
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