MCP Server Quality Scores
Independent quality analysis of 41668 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41451 |
The Cracks Index
Claim
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
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| 41452 |
An MCP server that provides web development tools including taking screenshots …
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| 41453 |
test1
Claim
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| 41454 |
code-intel-mcp
Claim
MCP server that gives AI agents deep code understanding across multiple git rep…
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| 41455 |
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
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| 41456 |
Figma MCP Server
Claim
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
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| 41457 |
TOPdesk MCP Server
Claim
Enables interaction with TOPdesk service management platform through comprehens…
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| 41458 |
medigami
Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
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| 41459 |
@yoyo-bot/mcp
Claim
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
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| 41460 |
querybridge-mcp
Claim
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
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| 41461 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 41462 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 41463 |
MCP Server Demo
Claim
A demonstration MCP server that provides calculator tools for arithmetic operat…
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| 41464 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 41465 |
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
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| 41466 |
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
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| 41467 |
Zernio
Claim
Schedule, publish, and analyze social media across 15+ platforms, plus inbox, a…
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| 41468 |
gg-smart-manager
Claim
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| 41469 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 41470 |
Nemeton MCP
Claim
MCP bridge for Nemeton — control native macOS virtual machines (Apple Virtualiz…
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| 41471 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 41472 |
clarik-mcp-server
Claim
Clarity and memory persistent workspace context manager for Claude.
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| 41473 |
UKDataAPI
Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
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| 41474 |
MyAITwin
Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
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| 41475 |
Access a comprehensive suite of tools and resources to help startups and small …
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| 41476 |
cdk-mcp
Claim
Buy game keys, gift cards, and subscriptions via x402 USDC on Base. 8 MCP tools…
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| 41477 |
nyc-property-intel
Claim
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
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| 41478 |
Obsidian MCP Server
Claim
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
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| 41479 |
A Model Context Protocol server that provides AI assistants with access to Fetc…
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| 41480 |
bls-labor-mcp-server
Claim
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
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| 41481 |
sql-migration
Claim
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| 41482 |
WeatherXM PRO MCP Server
Claim
Enables access to WeatherXM PRO weather station data, including real-time obser…
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| 41483 |
pruna
Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
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| 41484 |
Velt Analytics Server
Claim
Provide AI assistants and MCP clients with detailed analytics data about organi…
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| 41485 |
ai-gateway
Claim
Cloudflare Workers MCP server: ai-gateway
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| 41486 |
mcp-gh
Claim
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| 41487 |
Email deliverability audit API for AI agents. Analyze any domain's email authen…
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| 41488 |
open-registry-poc
Claim
PoC: Open Registry supply chain — unvetted server listing (security research)
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| 41489 |
Persona MCP
Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
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| 41490 |
S2T Accelerators
Claim
Enterprise-grade MCP tools for AWS infrastructure, security compliance, AI work…
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| 41491 |
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, TicketBAI, Crea…
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| 41492 |
nuvepro_ai_sandbox
Claim
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| 41493 |
groupdocs-viewer-mcp
Claim
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
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| 41494 |
cpassist-mcp
Claim
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| 41495 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
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| 41496 |
An MCP server exposing 8 Solana, crypto, and macro tools to any MCP client (Cla…
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| 41497 |
Lucy — AI Agent for Hire
Claim
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
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| 41498 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
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| 41499 |
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
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| 41500 |
discord-mcp
Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
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