MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44501 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 44502 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 44503 |
oarx-docs-mcp
Claim
MCP server for semantic search across the complete ObjectARX 2026 documentation…
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| 44504 |
LoanRiskLens MCP Server
Claim
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
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| 44505 |
HAPI MCP Server
Claim
Enables developers to define, expose, and consume APIs using the Model Context …
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| 44506 |
네이버 길찾기 MCP 서버
Claim
Enables users to access Naver Maps API functionality including directions, plac…
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| 44507 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 44508 |
Enrich Layer MCP Server
Claim
Provides 25 tools to enrich company, person, contact, school, and job data via …
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| 44509 |
Enables Claude Desktop to read and control Home Assistant devices via natural l…
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| 44510 |
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
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| 44511 |
cctx-mcp
Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
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| 44512 |
notion-mcp
Claim
Personal Notion MCP server with tools for task management, wrapping the Notion …
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| 44513 |
WooCommerce MCP Server
Claim
An MCP server that provides access to WooCommerce REST API functionality, enabl…
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| 44514 |
statewrightgate-mcp
Claim
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
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| 44515 |
Feishu MCP Server
Claim
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
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| 44516 |
code-graph-rag-mcp
Claim
A powerful Model Context Protocol server that creates intelligent graph represe…
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| 44517 |
ActiveCollab MCP Server
Claim
A local Model Context Protocol server that enables secure interaction with self…
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| 44518 |
Marten Docs MCP Server
Claim
Local MCP server for focused Marten documentation retrieval with caching, searc…
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| 44519 |
re-winedbg
Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
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| 44520 |
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
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| 44521 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
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| 44522 |
youtube-trends-mcp
Claim
Enables AI assistants to query YouTube search trends, including rising topics, …
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| 44523 |
storedge-mcp
Claim
MCP server for StorEdge self-storage management platform, enabling agents to ma…
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| 44524 |
RAG Docs MCP Server
Claim
An MCP server that provides tools for retrieving and processing documentation t…
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| 44525 |
Poi MCP Server
Claim
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
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| 44526 |
Google Calendar MCP
Claim
Enables AI assistants to view, create, update, search, and manage Google Calend…
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| 44527 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 44528 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 44529 |
mcp-acp
Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
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| 44530 |
geocodage-mcp
Claim
MCP server for geocoding French addresses, POIs, and cadastral parcels using th…
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| 44531 |
Boostcamp MCP Server
Claim
Integrates with the Boostcamp fitness platform to provide access to training hi…
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| 44532 |
MCP server for Kaseya BMS PSA — tickets, accounts, time entries, and contracts.…
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| 44533 |
struqvault
Claim
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| 44534 |
JP Invoice & Tax MCP
Claim
Enables AI assistants to perform Japanese invoice and tax calculations, includi…
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| 44535 |
FastMCP Server
Claim
A feature-rich Model Context Protocol server built with FastMCP that provides v…
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| 44536 |
ManaBuy MCP Server
Claim
ManaBuy MCP server for product search, order quote, and AI-assisted ordering.
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| 44537 |
MCP-scopus
Claim
Enables AI assistants to search and retrieve real academic papers from Scopus, …
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| 44538 |
oracledb-mcp
Claim
MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible …
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| 44539 |
Moxie Docs
Claim
Living docs and MCP context for GitHub repos — conventions, gaps, and source-ci…
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| 44540 |
SSH MCP Server
Claim
An advanced SSH session manager that allows Claude to establish and manage mult…
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| 44541 |
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
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| 44542 |
SenderKit
Claim
Build and send email, SMS, and push straight from your AI agent.
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| 44543 |
Fantasy MCP
Claim
Multi-agent parlay optimization system using CrewAI to analyze games, evaluate …
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| 44544 |
mcp-law-server
Claim
MCP server for retrieving and verifying audit regulations, clauses, and audit i…
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| 44545 |
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
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| 44546 |
Arcaelas MCP
Claim
Provides AI-powered tools for image generation, text-to-speech conversion, back…
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| 44547 |
AI-powered assistant that connects Claude to video encoding workflows, translat…
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| 44548 |
An MCP server that enables AI assistants to generate and edit professional web …
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| 44549 |
optivise
Claim
Optivise is an intelligent MCP tool that enhances AI-assisted Optimizely develo…
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| 44550 |
wps-office-mcp
Claim
Integrates AI assistants with WPS Office to automate operations across Writer, …
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