MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38451 |
AdCraft MCP Server
Claim
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
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| 38452 |
kimi-debug-tunnel
Claim
基于REST API的Kimi Code CLI调试隧道,提供推送式全自动化session编排,支持多轮对话、实时流式响应和智能思考过滤。
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| 38453 |
meok-quantum-scoring-mcp
Claim
MEOK AI Labs - quantum-scoring MCP server extracted from SOV3
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| 38454 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
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| 38455 |
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
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| 38456 |
pronote-mcp
Claim
A local MCP server that exposes Pronote (French school management system) data …
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| 38457 |
Dameng DM8 MCP Server
Claim
达梦数据库 DM8 的 MCP 服务器,为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。
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| 38458 |
mastra-ai-course
Claim
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| 38459 |
archicad-mcp
Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
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| 38460 |
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
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| 38461 |
Devonthink MCP Server
Claim
This MCP server provides access to DEVONthink functionality via the Model Conte…
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| 38462 |
getir-mcp
Claim
MCP server for Getir partner API (Turkey). Manage orders, products, pricing, an…
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| 38463 |
test
Claim
This is a testing server up for WriftAI.
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| 38464 |
grok-mcp
Claim
Integrates Grok AI into Claude Code to enable real-time X/Twitter search and de…
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| 38465 |
worldbank-mcp-server
Claim
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
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| 38466 |
handoff-mcp
Claim
A remote MCP server that maintains project focus on a north star goal, enabling…
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| 38467 |
intent-engineering
Claim
Audit, scaffold, and triage agent intent specs against a 9-section template.
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| 38468 |
au-weather-mcp
Claim
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
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| 38469 |
mcp
Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
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| 38470 |
mcp-agent-review
Claim
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
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| 38471 |
Enables fetching, searching, and summarizing YouTube video transcripts with mul…
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| 38472 |
Recalla
Claim
Enables AI agents to read and search your Obsidian vault through a local MCP se…
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| 38473 |
Enables AI assistants to interact with peer-to-peer networks (libp2p) and DeFi …
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| 38474 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
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| 38475 |
bolsa-de-carga-mcp
Claim
Freight marketplace MCP server for European road logistics. Search and manage f…
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| 38476 |
idm-mcp
Claim
Mock identity-management MCP server for decentralized identity that allows mint…
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| 38477 |
patchwork-deepmind
Claim
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
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| 38478 |
integrity-checker-mcp
Claim
MCP server for the CMS File Integrity Checker. Enables users to submit and quer…
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| 38479 |
Connect AI assistants to Stellary projects, boards, documents, and governed age…
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| 38480 |
TestMcpServer
Claim
Provides a wide range of tools including math, image processing, filesystem, gi…
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| 38481 |
color-ai-mcp
Claim
color-ai-mcp MCP server by MEOK AI Labs
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| 38482 |
A MCP server for academic literature retrieval, aggregating multiple data sourc…
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| 38483 |
Naver Search Ad MCP
Claim
An MCP server for the Naver Search Ad API that enables querying campaigns, ad g…
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| 38484 |
MCP Learning Server
Claim
A comprehensive educational server demonstrating Model Context Protocol capabil…
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| 38485 |
Better Auth Server
Claim
# Better Auth MCP Server
[ to interact with corpo…
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| 38487 |
FitnessMCP
Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
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| 38488 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 38489 |
AI strategy, workflow automation, and process-improvement assessment for small …
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| 38490 |
Google Drive server
Claim
Enables listing, reading, and searching over files in Google Drive, with automa…
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| 38491 |
mcp-server-251215
Claim
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| 38492 |
backgen
Claim
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
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| 38493 |
Screenshot Scout
Claim
Capture screenshots of webpages as images or PDFs with Screenshot Scout.
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| 38494 |
uacos
Claim
Local-first code intelligence and safety layer for AI coding agents. MCP server…
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| 38495 |
Provides educational tools for developers to learn programming concepts, review…
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| 38496 |
MCP Launch Assistant
Claim
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
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| 38497 |
Gleif
Claim
GLEIF MCP — Global Legal Entity Identifier Foundation (free, no auth)
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| 38498 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
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| 38499 |
remnus
Claim
MCP-native open-source Notion alternative: read & write pages, databases and ka…
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| 38500 |
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
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