MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5601 |
An MCP server that exposes package.json scripts as tools for agents.
|
B 73 5⁄4 | ||||||||
| 5602 |
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic…
|
B 73 5⁄4 | ||||||||
| 5603 |
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
|
B 73 5⁄5 | ||||||||
| 5604 |
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
|
B 73 5⁄5 | ||||||||
| 5605 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5606 |
Enables interaction with the Kalendis scheduling API to manage users, availabil…
|
B 73 5⁄5 | ||||||||
| 5607 |
Discord Cloud MCP
Claim
Provides full Discord API access via the Model Context Protocol, allowing users…
|
B 73 5⁄5 | ||||||||
| 5608 |
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
|
B 73 5⁄4 | ||||||||
| 5609 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5610 |
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
|
B 73 5⁄4 | ||||||||
| 5611 |
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
|
B 73 5⁄4 | ||||||||
| 5612 |
MCP Server for the Marvel Developer API, enabling interaction with characters a…
|
B 73 5⁄4 | ||||||||
| 5613 |
MCP server for Philips Hue smart lighting control
|
B 73 5⁄4 | ||||||||
| 5614 |
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
|
B 73 5⁄4 | ||||||||
| 5615 |
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
|
B 73 5⁄5 | ||||||||
| 5616 |
Provides comprehensive search capabilities including web search, content extrac…
|
B 73 5⁄5 | ||||||||
| 5617 |
MCP server enabling AI agents to programmatically connect to and control Apache…
|
B 73 5⁄5 | ||||||||
| 5618 |
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
|
B 73 5⁄4 | ||||||||
| 5619 |
YaTracker Connector
Claim
Enables interaction with Yandex Tracker through its API for managing tasks, com…
|
B 73 5⁄5 | ||||||||
| 5620 |
MCP server for the Zerochan anime image board API. Browse the global feed, sear…
|
B 73 5⁄5 | ||||||||
| 5621 |
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
|
B 73 5⁄4 | ||||||||
| 5622 |
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
|
B 73 5⁄4 | ||||||||
| 5623 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5624 |
Provides real-time security risk assessment for AI coding prompts, analyzing po…
|
B 73 5⁄5 | ||||||||
| 5625 |
Star Wars MCP Server
Claim
Enables users to query the Star Wars universe through the SWAPI (Star Wars API)…
|
B 73 5⁄5 | ||||||||
| 5626 |
Enables AI-powered text-to-image generation using Volcengine's API with support…
|
B 73 5⁄5 | ||||||||
| 5627 |
MCP server for web application security scanning
|
B 73 5⁄4 | ||||||||
| 5628 |
YouTube MCP Server
Claim
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
|
B 73 5⁄4 | ||||||||
| 5629 |
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
|
B 73 5⁄4 | ||||||||
| 5630 |
Provides system monitoring and management capabilities for Claude CLI, allowing…
|
B 73 5⁄4 | ||||||||
| 5631 |
Provides comprehensive tools for managing BookStack instances, including full C…
|
B 73 5⁄5 | ||||||||
| 5632 |
An MCP server for deep research that extracts clean text from web pages using h…
|
B 73 5⁄4 | ||||||||
| 5633 |
Production-ready satellite imagery analysis server that enables natural languag…
|
B 73 5⁄5 | ||||||||
| 5634 |
Provides instant access to MCP development documentation, best practices, produ…
|
B 73 5⁄5 | ||||||||
| 5635 |
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
|
B 73 5⁄4 | ||||||||
| 5636 |
Creates professional Slidev presentations with automated Git-based backup and r…
|
B 73 5⁄5 | ||||||||
| 5637 |
Enables web search capabilities using DuckDuckGo's free API without requiring a…
|
B 73 5⁄5 | ||||||||
| 5638 |
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
|
B 73 5⁄4 | ||||||||
| 5639 |
Enables AI assistants to create and manage visual automation configurations, wo…
|
B 73 5⁄5 | ||||||||
| 5640 |
A Model Context Protocol server that allows Claude to interact with Linear's AP…
|
B 73 5⁄5 | ||||||||
| 5641 |
Enables AI applications to automate your existing browser using your logged-in …
|
B 73 5⁄4 | ||||||||
| 5642 |
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
|
B 73 5⁄5 | ||||||||
| 5643 |
An MCP server that allows Claude and other AI assistants to interact with the Y…
|
B 73 5⁄5 | ||||||||
| 5644 |
mcp-use
Claim
|
B 73 5⁄5 | ||||||||
| 5645 |
Provides persistent memory and semantic code understanding for AI assistants us…
|
B 73 5⁄5 | ||||||||
| 5646 |
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
|
B 73 5⁄4 | ||||||||
| 5647 |
Enables AI assistants to interact with the World Bank open data API, allowing f…
|
B 73 5⁄5 | ||||||||
| 5648 |
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
|
B 73 5⁄5 | ||||||||
| 5649 |
Enables AI assistants to interact with Phabricator for task management and code…
|
B 73 5⁄5 | ||||||||
| 5650 |
Provides programmatic and CLI tools for managing Coolify deployments, allowing …
|
B 73 5⁄5 | ||||||||