MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56701 |
orihime
Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
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| 56702 |
redactor-mcp
Claim
Wraps AWS Comprehend for PII detection and redaction, allowing users to upload …
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| 56703 |
mcp-second-opinion
Claim
An MCP server that queries a panel of LLMs from different providers via OpenRou…
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| 56704 |
Monitoring AIops
Claim
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 t…
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| 56705 |
crypto-intel-mcp
Claim
Provides crypto market intelligence including price quotes, momentum analysis, …
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| 56706 |
agentdomain-mcp
Claim
Register and manage internet domains for AI agents via AgentDomain
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| 56707 |
adobe-cja-mcp
Claim
MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics …
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| 56708 |
MCP Server
Claim
Workspace-scoped AI agent infrastructure for .NET enabling context retrieval, T…
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| 56709 |
Provides read/write access to Google Sheets and Google Docs through MCP tools, …
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| 56710 |
spotify-mcp
Claim
Enables AI assistants to search Spotify and manage playlists, library, and play…
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| 56711 |
AEO Copilot MCP Server
Claim
Enables AI assistants to monitor and analyze a brand's visibility across ChatGP…
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| 56712 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
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| 56713 |
legal-document-ai-mcp
Claim
legal-document-ai-mcp MCP server by MEOK AI Labs
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| 56714 |
vikey-mcp-server
Claim
MCP server that exposes the Vikey API for reservation management, property list…
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| 56715 |
mueblito
Claim
Diseño de muebles 3D para Argentina: cotización en ARS, despiece para la madere…
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| 56716 |
youtube-creator
Claim
YouTube automation: upload videos, Shorts, manage playlists, get analytics
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| 56717 |
first-dibs
Claim
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| 56718 |
mcp_shell_tools
Claim
A full-featured MCP server for local development with filesystem, shell, editor…
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| 56719 |
Tidesman
Claim
A free native MCP server for running and debugging Linux containers with Apple'…
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| 56720 |
agentpromocode
Claim
ACDP reference MCP server for promo-code resolution and checkout feedback.
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| 56721 |
iconify-icon
Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
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| 56722 |
tex-browse-use
Claim
TEX is an MCP server that enables Claude Code to perform browser tasks using pl…
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| 56723 |
datawarehouse-dbd-mcp
Claim
Enables searching and retrieving detailed information about Thai juristic perso…
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| 56724 |
book-mcp
Claim
A service that lets readers chat with fictional characters from novels, where t…
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| 56725 |
GridPulse Energy
Claim
MCP server for real-time electricity prices, carbon intensity, and energy analy…
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| 56726 |
Nova3D
Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
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| 56727 |
Gmail MCP Server
Claim
Production-ready MCP server for Gmail, enabling AI agents to search, read, send…
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| 56728 |
Germany payments for AI agents — Klarna / SEPA via Mollie. Never holds funds.
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| 56729 |
GitLab
Claim
Enable project management and file operations with GitLab.
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| 56730 |
AIOps MCP
Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
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| 56731 |
sql-migration
Claim
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| 56732 |
Neural-Stimulus
Claim
An MCP server that provides persistent semantic memory for LLMs by building a c…
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| 56733 |
toolvend
Claim
DNS, RDAP, LEI/KYB, DMARC/SPF, sitemaps, web extraction, VAT, QR. Paid per call…
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| 56734 |
waitbus
Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
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| 56735 |
memex
Claim
Production-grade persistent memory service for AI agents. Semantic search with …
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| 56736 |
Connects AI assistants to the Vectra AI On-Premise security platform for natura…
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| 56737 |
mcp-guap
Claim
MCP server for ГУАП's student portal enabling AI agents to manage tasks, materi…
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| 56738 |
Auth0 User Monitor
Claim
A scheduled MCP server that monitors Auth0 users by periodically collecting sum…
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| 56739 |
eds-mcp-server
Claim
20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…
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| 56740 |
Flight Finder MCP
Claim
Enables Claude to search and compare flights across multiple providers (Skyscan…
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| 56741 |
cookwith-mcp
Claim
An MCP server that enables AI-powered recipe generation and transformation usin…
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| 56742 |
YouTube MCP Server
Claim
Enables LLMs to interact with YouTube videos by fetching transcripts, summarizi…
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| 56743 |
Provides access to microCMS documentation, enabling AI assistants to search and…
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| 56744 |
catchintent
Claim
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| 56745 |
bitbooth-fetch
Claim
Pay-per-fetch via x402. Agent pays 0.005 USDC, gets clean markdown for any URL.…
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| 56746 |
Central MCP server for storing and querying lessons learned and project-specifi…
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| 56747 |
AskTable MCP Server
Claim
Enables interaction with AskTable's data analytics platform through MCP protoco…
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| 56748 |
minecraft-ai-mcp
Claim
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
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| 56749 |
Linear
Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
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| 56750 |
DNS record lookup API for AI agents. Query A, AAAA, MX, TXT, CNAME, NS, SOA, an…
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