MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 7 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61451 |
cowork-qa
Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
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| 61452 |
FatihAI MCP Server
Claim
A free MCP server providing 13 tools for email verification, domain intelligenc…
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| 61453 |
x402-md-mcp
Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
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| 61454 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 61455 |
AI-powered assistant that connects Claude to video encoding workflows, translat…
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| 61456 |
ubcab-bo-mcp
Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
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| 61457 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 61458 |
AgentPhone
Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
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| 61459 |
MemoraEU
Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
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| 61460 |
membank
Claim
LLM memory management system that stores corrections, preferences, decisions, a…
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| 61461 |
Stratum MCP
Claim
Structured execution for coding agents: contracts, postconditions, gates, guard…
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| 61462 |
oci-mcp-server
Claim
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
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| 61463 |
modu-emergencybell
Claim
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
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| 61464 |
Chronos MCP
Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
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| 61465 |
se-eli-mcp
Claim
Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) fr…
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| 61466 |
Arthas MCP Server
Claim
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 61467 |
fortimanager-mcp
Claim
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
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| 61468 |
Arkrel
Claim
Turn documents into verified, structured data: fields, tables, and automatic ch…
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| 61469 |
OpenRouter MCP Server
Claim
An MCP server that provides access to 400+ AI models via OpenRouter, enabling c…
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| 61470 |
claude-imessage-mcp
Claim
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
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| 61471 |
publish
Claim
SpiderIQ Publish: content platform MCP (pages, posts, templates, components, do…
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| 61472 |
doc-breach-mcp
Claim
A local MCP server that extracts clean Markdown from any developer portal using…
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| 61473 |
Photoshop MCP Server
Claim
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
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| 61474 |
mongo-mcp
Claim
A local MCP server that connects Claude Desktop to a MongoDB database, enabling…
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| 61475 |
TopYappers
Claim
# TopYappers
Social media intelligence for AI agents. Access viral content dis…
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| 61476 |
Base Intel Search
Claim
Pay-per-call web search for AI agents, settled in USDC on Base via the x402 pro…
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| 61477 |
Enables users to manage expenses with category support, including adding expens…
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| 61478 |
Enables natural language interaction with Ghost Inspector for managing automate…
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| 61479 |
Cymosoft
Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
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| 61480 |
DocReaderMCP Server
Claim
Enables reading and streaming of organization document formats (PDF, DOCX, Exce…
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| 61481 |
dauphin-notion-mcp
Claim
Gives Claude full read/write access to your Notion workspace with token-efficie…
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| 61482 |
MemMCP
Claim
A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead loggi…
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| 61483 |
vocametrix
Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
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| 61484 |
Enables authorized Android security testing with static and dynamic analysis, F…
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| 61485 |
Exponential MCP
Claim
Connect Claude to your Exponential workspace to manage projects, actions, and O…
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| 61486 |
MCP Agent Gateway
Claim
A ready-to-run MCP gateway and multi-agent scheduling system with 14 built-in t…
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| 61487 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
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| 61488 |
google-play-mcp
Claim
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| 61489 |
webmcp
Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
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| 61490 |
Flyan
Claim
Unofficial Python SDK and MCP server for Ryanair flight search. Find one-way fa…
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| 61491 |
Pulseq MCP Expert Server
Claim
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
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| 61492 |
api-mcp
Claim
Enables LLMs to make arbitrary HTTP API requests with any method and full contr…
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| 61493 |
sentinal-mcp
Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
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| 61494 |
meok-w3c-tdm-rights-mcp
Claim
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
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| 61495 |
trvl
Claim
AI travel agent for flights, hotels, rental cars, ground transport, price alert…
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| 61496 |
vue-ts-lsp
Claim
Self-contained MCP server providing type-aware code intelligence for TypeScript…
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| 61497 |
screenshotsmcp
Claim
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| 61498 |
mcp-wandb
Claim
Enables LLM agents to query Weights & Biases experiments, including listing pro…
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| 61499 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
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| 61500 |
Writing Tools MCP Server
Claim
MCP server offering text analysis tools for writing improvement, including spel…
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