MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32451 |
acquis
Claim
Verified EU law: verbatim, signed provisions with EUR-Lex links. Read-only, not…
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| 32452 |
OfflineCreator Studio
Claim
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
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| 32453 |
aws-mcp-connector
Claim
MCP server for the AWS CLI. Read-only by default; single Go binary.
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| 32454 |
briefkit-mcp-server
Claim
Generate engineer-grade SaaS specifications — design systems, database schemas,…
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| 32455 |
mcp-lbc
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Exposes Leboncoin classified ads to Claude, allowing search with filters and fu…
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| 32456 |
MCP Image Server
Claim
An intelligent MCP server that searches for images, labels them, combines them …
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| 32457 |
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
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| 32458 |
mcp-starter-kit
Claim
A production-ready foundation for building secure, observable MCP servers with …
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| 32459 |
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
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| 32460 |
figuard-mcp
Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
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| 32461 |
observe-mcp
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An MCP server for querying Observe.com logs using OPAL, with tools for dataset …
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| 32462 |
keyreaper
Claim
KeyReaper is an MCP server that gives Claude agents full control over API keys …
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| 32463 |
Eidola MCP Server
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Middleware that gives AI personas a visible, reactive presence inside editors l…
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| 32464 |
applianceiq
Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
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| 32465 |
godson_1
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| 32466 |
tmdb-media
Claim
Provides tools for AI clients to scan, match, and scrape TMDB metadata for loca…
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| 32467 |
Vitest MCP Server
Claim
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
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| 32468 |
opengrok-go-mcp
Claim
Source-code intelligence for agents, powered by OpenGrok and Go.
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| 32469 |
WebAnatomy
Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
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| 32470 |
simulink-mcp
Claim
Give AI agents structured access to Simulink models via the MATLAB Engine for P…
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| 32471 |
weather-mcp
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Provides US weather alerts and forecasts via the National Weather Service API.
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| 32472 |
Airtable MCP Pro
Claim
Enables comprehensive interaction with Airtable databases through MCP for ChatG…
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| 32473 |
xray-cloud-mcp
Claim
MCP server for Xray Cloud test management that enables importing automation res…
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| 32474 |
elden-ring-mcp
Claim
MCP server exposing Elden Ring game data (weapons, spells, talismans, armour) w…
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| 32475 |
google-play-mcp
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| 32476 |
A versatile MCP server that connects to multiple relational databases (MySQL, P…
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| 32477 |
Arrange your own clips and instruments into finished song structures in Ableton…
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| 32478 |
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
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| 32479 |
Gentkey
Claim
One MCP URL for all your connectors — scoped writes, enforced constraints, and …
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| 32480 |
x402 analytics feed + 20+ pay-per-call agent tools over x402 (data, LLM, risk),…
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| 32481 |
@pulspeed/mcp-server
Claim
Enables AI agents to monitor website performance by scanning sites, retrieving …
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| 32482 |
test
Claim
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| 32483 |
GitLab MCP Server
Claim
Provides tools to interact with a self-hosted GitLab instance, enabling project…
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| 32484 |
simple_invoicing-mcp
Claim
Bridges to a simple_invoicing FastAPI backend, exposing invoice, product, ledge…
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| 32485 |
Medium MCP Server
Claim
Enables programmatic interaction with Medium's content ecosystem for intelligen…
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| 32486 |
mcp-dart-kr
Claim
Enables AI agents to access Korea's DART financial data system for retrieving a…
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| 32487 |
mcp
Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
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| 32488 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
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| 32489 |
Memstem
Claim
A standalone memory service that provides a unified, pull-based knowledge store…
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| 32490 |
emilia-protocol
Claim
Human sign-off + trust receipts for AI agents: requires a named human's approva…
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| 32491 |
statfin-mcp
Claim
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-st…
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| 32492 |
mobile-security-mcp
Claim
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
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| 32493 |
lifx-mcp-server
Claim
A Model Context Protocol server for controlling LIFX smart lights, enabling AI …
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| 32494 |
chrometools-mcp
Claim
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
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| 32495 |
Nightscout MCP Server
Claim
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
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| 32496 |
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
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| 32497 |
naim
Claim
nAIm API registry for AI agents — search, rate, and discover 310+ APIs.
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| 32498 |
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
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| 32499 |
ado-workflows-mcp
Claim
Enables AI agents to discover Azure DevOps repositories, manage pull requests, …
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| 32500 |
DC Hub
Claim
Connects Claude to live data-center, power & grid intelligence data, enabling q…
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