MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 10 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68451 |
Natal IBGE MCP Server
Claim
Provides AI models with direct access to official IBGE Censo 2022 and PIB data …
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| 68452 |
AigoHotel MCP Server
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Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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| 68453 |
Swagger MCP Server
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Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint disc…
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| 68454 |
Hueflow SketchUp MCP
Claim
Connects Claude AI to SketchUp, allowing you to create and modify 3D models via…
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| 68455 |
LinkedIn MCP Server
Claim
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
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| 68456 |
Google Cloud MCP Server
Claim
Provides tools and context for interacting with Google Cloud services, enabling…
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| 68457 |
Provides Claude AI assistants with focused monitoring tools for n8n workflow ex…
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| 68458 |
Motion MCP Server
Claim
Enables natural language management of Motion tasks, projects, schedules, and m…
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| 68459 |
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
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| 68460 |
IzmirDamMcp
Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
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| 68461 |
trollspace-mcp
Claim
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
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| 68462 |
Homelab MCP Server
Claim
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
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| 68463 |
mcp-systemctl
Claim
An MCP server that reports on and manages systemd services using systemctl and …
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| 68464 |
devcontainer-mcp
Claim
A minimal MCP server that exposes a single bash tool to execute commands inside…
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| 68465 |
Enables web scraping with JavaScript disabled and network request monitoring, u…
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| 68466 |
skills-compat-manager
Claim
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
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| 68467 |
A human-in-the-loop browser MCP server that pauses for user actions like login …
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| 68468 |
MCP-Artisan
Claim
A secure MCP server with a workspace sandbox for AI agents to manage prompts, s…
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| 68469 |
Browser Bridge MCP
Claim
MCP server that gives AI coding assistants direct access to the browser — navig…
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| 68470 |
mcp-search-kivest
Claim
Provides AI-powered search, web search, image search, video search, news search…
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| 68471 |
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
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| 68472 |
Namu Watcher
Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
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| 68473 |
mcp101
Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
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| 68474 |
Euclid-MCP
Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
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| 68475 |
mcp-erp
Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
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| 68476 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 68477 |
ask-another
Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
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| 68478 |
thmh
Claim
MCP server providing component catalog tools (search_components, get_component_…
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| 68479 |
Enables deploying a remote MCP server with OAuth on Cloudflare Workers, allowin…
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| 68480 |
Poco MCP Service
Claim
Independent MCP service module for Poco, providing analytics and management too…
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| 68481 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 68482 |
arcframe-mcp
Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
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| 68483 |
realfavicon-mcp
Claim
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
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| 68484 |
uploadthing-mcp
Claim
MCP server for UploadThing that lets AI assistants upload, list, and delete fil…
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| 68485 |
mcp-agent-relay
Claim
A durable MCP-native job relay that enables agents to dispatch work to each oth…
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| 68486 |
marketifyall-mcp
Claim
A thin bridge that connects any stdio-based MCP client to the MarketifyALL work…
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| 68487 |
Provides tools to search and retrieve detailed information about airports and s…
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| 68488 |
cipp-mcp
Claim
An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to …
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| 68489 |
ibanchecker-mcp
Claim
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
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| 68490 |
SSMCP
Claim
Provides web search with content extraction, YouTube subtitles, and optional LL…
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| 68491 |
TidalCycles MCP Server
Claim
Enables conversational live coding with Claude AI and TidalCycles, allowing use…
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| 68492 |
mcp-gtags-server
Claim
Provides fast, indexed code navigation (definitions, references, callers, etc.)…
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| 68493 |
wmis
Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
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| 68494 |
mailbridge
Claim
Connect your AI assistant to email — read, search, send, and organise via IMAP/…
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| 68495 |
mcp-arango-mind
Claim
Turns ArangoDB into a schema-driven MCP server for agents, enabling search-desc…
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| 68496 |
Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratin…
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| 68497 |
motion-previs-mcp
Claim
Enables AI agents to import video footage, trim ranges, run motion analysis (ca…
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| 68498 |
Alloy MCP Server
Claim
Enables Claude to write, compile, and execute formal verification models in All…
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| 68499 |
MCP server for information collection, text analysis, and content generation, e…
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| 68500 |
axiom-memory
Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
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