MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16551 |
Fetch and process content from specified URLs & sources using the Oxylabs Web S…
|
F 25 6⁄6 | ||||||||
| 16552 |
Provides access to Feishu (Lark) documents for AI-driven coding tools like Curs…
|
F 25 6⁄6 | ||||||||
| 16553 |
A Model Context Protocol implementation that provides a standardized interface …
|
F 25 5⁄5 | ||||||||
| 16554 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16555 |
Enables users to create and interact with hand-drawn sketches and architecture …
|
F 25 6⁄6 | ||||||||
| 16556 |
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
|
F 25 5⁄5 | ||||||||
| 16557 |
An open-source MCP server that tracks premier global AI information from source…
|
F 25 5⁄5 | ||||||||
| 16558 |
Provides semantic search capabilities over the Plesk Extensions Guide documenta…
|
F 25 5⁄5 | ||||||||
| 16559 |
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
|
F 25 5⁄5 | ||||||||
| 16560 |
Count occurrences of any character in your text instantly. Toggle case sensitiv…
|
F 25 5⁄4 | ||||||||
| 16561 |
A lightweight server that provides detailed text analysis, counting total chara…
|
F 25 5⁄4 | ||||||||
| 16562 |
Enables AI assistants to send SMS messages via Twilio through the Model Context…
|
F 25 5⁄5 | ||||||||
| 16563 |
Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline s…
|
F 25 5⁄4 | ||||||||
| 16564 |
A Model Context Protocol server that enables intelligent searching across docum…
|
F 25 5⁄5 | ||||||||
| 16565 |
Enables vulnerability scanning of web applications using the xray security scan…
|
F 25 5⁄5 | ||||||||
| 16566 |
A local agent that monitors your system clipboard, automatically uploads copied…
|
F 25 5⁄4 | ||||||||
| 16567 |
A Model Context Protocol server that enables AI agents to create fully mixed an…
|
F 25 5⁄4 | ||||||||
| 16568 |
Enables interaction with the Admina API to manage and query organizational SaaS…
|
F 25 5⁄5 | ||||||||
| 16569 |
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-…
|
F 25 6⁄6 | ||||||||
| 16570 |
Provides comprehensive mathematical capabilities including basic arithmetic, ad…
|
F 25 5⁄5 | ||||||||
| 16571 |
An MCP server that enables users to execute arbitrary shell commands on their l…
|
F 25 5⁄4 | ||||||||
| 16572 |
URL MCP is a proof of concept stateless MCP server builder that allows users to…
|
F 25 5⁄5 | ||||||||
| 16573 |
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
|
F 25 5⁄5 | ||||||||
| 16574 |
This is an MCP server to manage PayPal
|
F 25 5⁄5 | ||||||||
| 16575 |
A Node.js server that integrates with pytest to facilitate the ModelContextProt…
|
F 25 5⁄4 | ||||||||
| 16576 |
A TypeScript-based Model Context Protocol server that fetches, searches, and fo…
|
F 25 5⁄5 | ||||||||
| 16577 |
An MCP server capable of interacting with the Box API
|
F 25 5⁄5 | ||||||||
| 16578 |
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
|
F 25 6⁄6 | ||||||||
| 16579 |
A suite of MCP servers that allow LLMs to interact with blockchains through Met…
|
F 25 5⁄5 | ||||||||
| 16580 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||
| 16581 |
When your LLM needs human assistance (through AWS Mechanical Turk)
|
F 25 5⁄5 | ||||||||
| 16582 |
Search web using baidu with AI.
|
F 25 5⁄5 | ||||||||
| 16583 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
|
F 25 5⁄5 | ||||||||
| 16584 |
A Model Context Protocol server implementation that enables AI assistants to se…
|
F 25 5⁄4 | ||||||||
| 16585 |
Enables integration with Azure DevOps services, allowing interaction with work …
|
F 25 5⁄5 | ||||||||
| 16586 |
Enables AI assistants to interact with Rollbar error tracking and monitoring se…
|
F 25 5⁄5 | ||||||||
| 16587 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16588 |
Exposes the Synthetic API as an MCP tool to enable web searching within Claude …
|
F 25 5⁄5 | ||||||||
| 16589 |
A demonstration server for the Model Context Protocol (MCP) that exposes calcul…
|
F 25 5⁄5 | ||||||||
| 16590 |
Multi-model AI orchestration MCP server with code review, compare, and debate t…
|
F 25 5⁄4 | ||||||||
| 16591 |
Production engineering standards for AI coding assistants. Setup once, remove w…
|
F 25 5⁄5 | ||||||||
| 16592 |
Allows you to automate or monitor business operations, sales recorder, POS soft…
|
F 25 5⁄5 | ||||||||
| 16593 |
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
|
F 25 5⁄4 | ||||||||
| 16594 |
30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings &…
|
F 25 6⁄6 | ||||||||
| 16595 |
Automate your Slack workspace interactions by posting messages, replying to thr…
|
F 25 6⁄4 | ||||||||
| 16596 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16597 |
**Notion MCP Server** is a Model Context Protocol (MCP) server implementation t…
|
F 25 5⁄4 | ||||||||
| 16598 |
Real-time anti-cheat analysis system that monitors Discord servers for cheating…
|
F 25 5⁄5 | ||||||||
| 16599 |
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows thro…
|
F 25 6⁄6 | ||||||||
| 16600 |
A server for sending messages via WeCom bots using FastMCP, supporting asynchro…
|
F 25 6⁄6 | ||||||||