MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5851 |
Enable LLMs to automate web browsing tasks remotely using BrowserCat's cloud br…
|
B 72 5⁄5 | ||||||||
| 5852 |
Enables comprehensive security reconnaissance, vulnerability assessment, and th…
|
B 72 5⁄5 | ||||||||
| 5853 |
Enables users to create and save notes in Flomo directly through AI chat intera…
|
B 72 5⁄5 | ||||||||
| 5854 |
This MCP server assists Minecraft Java plugin developers by providing dependenc…
|
B 72 5⁄5 | ||||||||
| 5855 |
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
|
B 72 5⁄5 | ||||||||
| 5856 |
An MCP App that renders an interactive dashboard in Claude conversations to uni…
|
B 72 5⁄5 | ||||||||
| 5857 |
Enables deep integration with Google Workspace for AI assistants, allowing for …
|
B 72 5⁄5 | ||||||||
| 5858 |
Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…
|
B 72 5⁄4 | ||||||||
| 5859 |
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
|
B 72 5⁄4 | ||||||||
| 5860 |
## 🔦 SnipeFactory: Lumen MCP Engine
Lumen MCP is a specialized forensic analys…
|
B 72 5⁄4 | ||||||||
| 5861 |
Provides real-time currency exchange rates for USD and EUR against the Russian …
|
B 72 5⁄5 | ||||||||
| 5862 |
Enables access to comprehensive U.S. legislative and governmental data from Gov…
|
B 72 5⁄5 | ||||||||
| 5863 |
Enables interaction with ScanPower's inventory and shipment management system t…
|
B 72 5⁄5 | ||||||||
| 5864 |
Enhance Claude's reasoning capabilities with a dedicated tool for structured th…
|
B 72 5⁄4 | ||||||||
| 5865 |
Provides tools for managing human resources tasks such as applying for leave, c…
|
B 72 5⁄4 | ||||||||
| 5866 |
Connects to Xcode's build system to extract, parse, and display errors and warn…
|
B 72 5⁄4 | ||||||||
| 5867 |
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
|
B 72 5⁄5 | ||||||||
| 5868 |
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
|
B 72 5⁄4 | ||||||||
| 5869 |
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
|
B 72 5⁄4 | ||||||||
| 5870 |
A reliable server for extracting text from PDF documents using the poppler-util…
|
B 72 5⁄5 | ||||||||
| 5871 |
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
|
B 72 5⁄5 | ||||||||
| 5872 |
A TypeScript-based server that enables Cursor editor to interact with Jira tick…
|
B 72 5⁄5 | ||||||||
| 5873 |
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…
|
B 72 5⁄5 | ||||||||
| 5874 |
Enables AI assistants to access protein information directly from UniProt, allo…
|
B 72 5⁄5 | ||||||||
| 5875 |
A real-time server that provides Flutter/Dart documentation and pub.dev package…
|
B 72 5⁄4 | ||||||||
| 5876 |
Secure secrets proxy for AI agents — manages API keys so agents never see raw c…
|
B 72 5⁄4 | ||||||||
| 5877 |
|
B 72 5⁄4 | ||||||||
| 5878 |
GIMP MCP server
|
B 72 5⁄4 | ||||||||
| 5879 |
Creates shareable Pokepaste URLs from Pokémon team data, allowing users to form…
|
B 72 5⁄5 | ||||||||
| 5880 |
A Model Context Protocol server that provides persistent memory and conversatio…
|
B 72 5⁄4 | ||||||||
| 5881 |
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
|
B 72 5⁄4 | ||||||||
| 5882 |
An MCP server for Scout Monitoring data interactions.
|
B 72 5⁄4 | ||||||||
| 5883 |
An MCP server that enables coordination of agents through shared finite state m…
|
B 72 5⁄5 | ||||||||
| 5884 |
A powerful Model Context Protocol server that enables AI assistants to manage C…
|
B 72 5⁄4 | ||||||||
| 5885 |
Enables web browsing capabilities for locally served LLMs through URL text fetc…
|
B 72 5⁄5 | ||||||||
| 5886 |
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
|
B 72 5⁄4 | ||||||||
| 5887 |
Coordinate and manage complex AI-driven software development workflows using a …
|
B 72 5⁄5 | ||||||||
| 5888 |
Claude RAG MCP Pipeline
Claim
Enables Claude Desktop to search and query personal document collections (PDF, …
|
B 72 5⁄5 | ||||||||
| 5889 |
Powered by Ray (video) and Photon (image) models by Luma AI
|
B 72 5⁄5 | ||||||||
| 5890 |
Natural (2-way) voice conversations with Claude Code
|
B 72 5⁄5 | ||||||||
| 5891 |
40 MCP tools for 11 Indonesian government portals — BPOM, BPJPH, AHU, OJK, BMKG+
|
B 72 5⁄4 | ||||||||
| 5892 |
Provides reference information for shadcn/ui components through a Model Context…
|
B 72 5⁄5 | ||||||||
| 5893 |
MCP server for persistent memory, execution verification, governance, and compl…
|
B 72 5⁄4 | ||||||||
| 5894 |
A comprehensive tool server for reading, merging, and extracting content from P…
|
B 72 5⁄5 | ||||||||
| 5895 |
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and d…
|
B 72 5⁄5 | ||||||||
| 5896 |
Enables control of Spotify through natural language by searching the catalog, m…
|
B 72 5⁄5 | ||||||||
| 5897 |
Enable AI assistants to manage and monitor song requests and queues for streame…
|
B 72 5⁄5 | ||||||||
| 5898 |
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
|
B 72 5⁄5 | ||||||||
| 5899 |
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
|
B 72 5⁄5 | ||||||||
| 5900 |
A Model Context Protocol server that helps students manage academic workflows b…
|
B 72 5⁄5 | ||||||||