MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57451 |
RAG In A Box MCP Server
Claim
Enables any MCP-compatible AI assistant to search, filter, and retrieve informa…
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| 57452 |
kayamcp
Claim
Enables AI agents to visually interact with LibreSprite for real-time pixel art…
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| 57453 |
Ruminer Browser Agent
Claim
Syncs AI conversations from multiple platforms to local Markdown files for your…
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| 57454 |
token-meter
Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
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| 57455 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
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| 57456 |
LifeTracker MCP Server
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Enables logging and retrieving activity data from DynamoDB, supporting activity…
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| 57457 |
zee5-mcp-private
Claim
MCP server providing synthetic subscriber data (profiles, watch history, billin…
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| 57458 |
lending-data-mcp-server
Claim
Exposes a governed lending portfolio (loans, customers, risk-tier history) to a…
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| 57459 |
cockpit-mcp
Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
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| 57460 |
SORACOM MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
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| 57461 |
DBOS MCP Server
Claim
Enables LLMs to analyze and manage DBOS workflows, including introspection, wor…
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| 57462 |
Structured-sh
Claim
MCP server providing managed persistent memory for AI agents. Read and write st…
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| 57463 |
OverlayQA MCP
Claim
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
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| 57464 |
Garmin MCP Server
Claim
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
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| 57465 |
Zillow MCP Server
Claim
Provides real-time access to Zillow real estate data, enabling property search,…
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| 57466 |
mcp-use-hang-repro
Claim
Reproduces a race condition in mcp-use dev where tool results are dropped when …
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| 57467 |
simple-fal-mcp
Claim
MCP server for fal model discovery, execution, pricing, and local media process…
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| 57468 |
xbtest
Claim
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| 57469 |
mcp-amazon-sp-api
Claim
MCP server that exposes the Amazon Selling Partner API to Claude Desktop and an…
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| 57470 |
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| 57471 |
pc-control-mcp
Claim
Enables remote PC control and system management through MCP, including hardware…
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| 57472 |
Platoona MCP Server
Claim
An MCP server that connects AI assistants to 10,000+ SaaS integrations through …
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| 57473 |
MCP Kali
Claim
Enables AI agents to execute any command in a Kali Linux environment, with feat…
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| 57474 |
MCP Frigate Optimizer
Claim
Enables AI agents to audit, manage, and optimize Frigate NVR configurations, in…
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| 57475 |
mcp-opencode
Claim
An MCP server that lets an AI coding agent delegate implementation work to the …
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| 57476 |
Enables Claude to build and manage Zuar Portal HTML blocks through the Portal R…
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| 57477 |
xai-search-mcp
Claim
An MCP server that provides real-time web search and X (Twitter) search capabil…
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| 57478 |
Enables MCP clients to interact with Microsoft Dynamics 365 Business Central en…
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| 57479 | — | |||||||||
| 57480 |
hatchable
Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
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| 57481 |
Enables searching products, browsing categories, checking gold rates, tracking …
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| 57482 |
Tunnel Manager
Claim
MCP server for managing SSH tunnels and remote hosts, offering tools for host i…
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| 57483 |
fusion-mcp
Claim
Enables MCP clients to call OpenRouter Fusion, which queries a panel of models …
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| 57484 |
NovelAI MCP Server
Claim
Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
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| 57485 |
super-loop-mcp
Claim
A referee for self-improving AI agent loops that mines past sessions, improves …
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| 57486 |
MCP Swagger Server
Claim
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
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| 57487 |
ytb-tools
Claim
Enables AI assistants to search YouTube, fetch transcripts, and get AI summarie…
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| 57488 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 57489 |
Provides a standardized interface for interacting with Shortcut's tools and ser…
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| 57490 |
laravel-simple-rag
Claim
Self-hosted knowledge manager and MCP server that lets you organize snippets, q…
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| 57491 |
mood
Claim
Enables AI to display its current mood as a locally generated ASCII face using …
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| 57492 |
sky-spine-mcp
Claim
Automates Spine asset pipeline tasks such as export, texture packing, resource …
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| 57493 |
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
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| 57494 |
mcp-saas-toolkit
Claim
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
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| 57495 |
nasa-mcp-server
Claim
Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
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| 57496 |
etfedge-mcp
Claim
Read-only MCP server for Taiwan active ETF research database, providing tools t…
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| 57497 |
lldb-mcp
Claim
Enables AI assistants to interact with LLDB debugging sessions through a standa…
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| 57498 |
timing-mcp-server
Claim
This MCP server enables AI assistants to interact with the Timing application f…
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| 57499 |
ielts-merriam
Claim
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
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| 57500 |
Assesses code change risk with ultra-low token budget (50-100 tokens) and provi…
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