MCP Server Quality Scores
Independent quality analysis of 44440 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1451 |
Enables comprehensive management of Directus instances through tools for schema…
|
B 80 5⁄5 | ||||||||
| 1452 |
Enables users to search for beauty products, manage shopping baskets, and compl…
|
B 80 5⁄4 | ||||||||
| 1453 |
Alpha Vantage API integration to fetch both stock and crypto information
|
B 80 5⁄5 | ||||||||
| 1454 |
Google Ads MCP Server
Claim
Enables comprehensive Google Ads campaign management and analysis through natur…
|
B 80 5⁄5 | ||||||||
| 1455 |
Enables AI tools to interact with Oracle databases through query execution, sch…
|
B 80 5⁄5 | ||||||||
| 1456 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1457 |
Enables AI assistants to manage Xcode projects by listing targets, reading conf…
|
B 80 5⁄4 | ||||||||
| 1458 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1459 |
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
|
B 80 5⁄5 | ||||||||
| 1460 |
Versioned, structured memory for AI agents. Stores facts as keypaths with full …
|
B 80 6⁄6 | ||||||||
| 1461 |
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
|
B 80 5⁄5 | ||||||||
| 1462 |
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
|
B 80 5⁄5 | ||||||||
| 1463 |
MCP server for UI5 Web Components development assistance
|
B 80 5⁄4 | ||||||||
| 1464 |
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
|
B 80 5⁄5 | ||||||||
| 1465 |
Enables LLM applications to interact with macOS through AppleScript.
|
B 80 5⁄5 | ||||||||
| 1466 |
rtfmbro-mcp
Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
|
B 80 6⁄6 | ||||||||
| 1467 |
Enables processing of SGF (Smart Game Format) files to extract comprehensive ga…
|
B 80 5⁄5 | ||||||||
| 1468 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||
| 1469 |
Enables secure filesystem access with privacy controls using .mcpignore files t…
|
B 80 5⁄4 | ||||||||
| 1470 |
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
|
B 80 5⁄4 | ||||||||
| 1471 |
Enables AI-driven testing and automation of Tauri desktop applications through …
|
B 80 5⁄5 | ||||||||
| 1472 |
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
|
B 80 5⁄4 | ||||||||
| 1473 |
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
|
B 80 4⁄4 | ||||||||
| 1474 |
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
|
B 80 4⁄4 | ||||||||
| 1475 |
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
|
B 79 5⁄5 | ||||||||
| 1476 |
MySQL database integration with configurable access controls, schema inspection…
|
B 79 5⁄4 | ||||||||
| 1477 |
SSH MCP
|
B 79 5⁄5 | ||||||||
| 1478 |
B2B sales intelligence and prospecting with Apollo.io. Search for prospects, en…
|
B 79 5⁄5 | ||||||||
| 1479 |
Run queries against InfluxDB OSS API v2.
|
B 79 5⁄5 | ||||||||
| 1480 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
|
B 79 5⁄4 | ||||||||
| 1481 |
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
|
B 79 5⁄5 | ||||||||
| 1482 |
Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spide…
|
B 79 5⁄5 | ||||||||
| 1483 |
Upload any file, get a tracked shareable link. DocSend for AI agents.
|
B 79 6⁄6 | ||||||||
| 1484 |
Enables processing and translating SRT subtitle files with intelligent conversa…
|
B 79 5⁄5 | ||||||||
| 1485 |
daedra
Claim
Self-contained web search MCP server. Exhaustive backends with automatic fallba…
|
B 79 5⁄4 | ||||||||
| 1486 |
Enables interaction with Trello through direct API passthrough with multi-accou…
|
B 79 5⁄5 | ||||||||
| 1487 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1488 |
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
|
B 79 5⁄4 | ||||||||
| 1489 |
Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain…
|
B 79 5⁄4 | ||||||||
| 1490 |
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
|
B 79 5⁄5 | ||||||||
| 1491 |
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
|
B 79 5⁄5 | ||||||||
| 1492 |
Connects AI agents to Conduit data streams for ingesting events, querying data,…
|
B 79 5⁄4 | ||||||||
| 1493 |
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
|
B 79 5⁄5 | ||||||||
| 1494 |
Provides summarised output from various actions that could otherwise eat up tok…
|
B 79 5⁄4 | ||||||||
| 1495 |
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
|
B 79 4⁄4 | ||||||||
| 1496 |
MCP server for building unsigned transactions on multiple blockchains via Crypt…
|
B 79 6⁄4 | ||||||||
| 1497 |
A connector for LLMs to work with collections and sources on your Zotero Cloud
|
B 79 5⁄5 | ||||||||
| 1498 |
|
B 79 5⁄4 | ||||||||
| 1499 |
MCP server for AI interaction with live Smalltalk images
|
B 79 5⁄4 | ||||||||
| 1500 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||