MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5701 |
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
|
B 73 5⁄4 | ||||||||
| 5702 |
Enables Claude to execute commands and manage directory-aware panes within tmux…
|
B 73 5⁄4 | ||||||||
| 5703 |
MCP Server for the Marvel Developer API, enabling interaction with characters a…
|
B 73 5⁄4 | ||||||||
| 5704 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5705 |
An MCP server that exposes package.json scripts as tools for agents.
|
B 73 5⁄4 | ||||||||
| 5706 |
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic…
|
B 73 5⁄4 | ||||||||
| 5707 |
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
|
B 73 5⁄5 | ||||||||
| 5708 |
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
|
B 73 5⁄4 | ||||||||
| 5709 |
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
|
B 73 5⁄5 | ||||||||
| 5710 |
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
|
B 73 5⁄4 | ||||||||
| 5711 |
Discord Cloud MCP
Claim
Provides full Discord API access via the Model Context Protocol, allowing users…
|
B 73 5⁄5 | ||||||||
| 5712 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5713 |
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
|
B 73 5⁄4 | ||||||||
| 5714 |
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
|
B 73 6⁄4 | ||||||||
| 5715 |
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
|
B 73 5⁄4 | ||||||||
| 5716 |
Enables interaction with the Kalendis scheduling API to manage users, availabil…
|
B 73 5⁄5 | ||||||||
| 5717 |
MCP server for Philips Hue smart lighting control
|
B 73 5⁄4 | ||||||||
| 5718 |
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
|
B 73 5⁄5 | ||||||||
| 5719 |
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
|
B 73 5⁄4 | ||||||||
| 5720 |
Enables Claude Code to display images inline within supported terminals like Gh…
|
B 73 5⁄4 | ||||||||
| 5721 |
MCP server enabling AI agents to programmatically connect to and control Apache…
|
B 73 5⁄5 | ||||||||
| 5722 |
Provides comprehensive search capabilities including web search, content extrac…
|
B 73 5⁄5 | ||||||||
| 5723 |
YaTracker Connector
Claim
Enables interaction with Yandex Tracker through its API for managing tasks, com…
|
B 73 5⁄5 | ||||||||
| 5724 |
MCP server for web application security scanning
|
B 73 5⁄4 | ||||||||
| 5725 |
An LLM-native decision tracking system that captures unexpected engineering out…
|
B 73 5⁄5 | ||||||||
| 5726 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5727 |
An MCP server that allows Claude and other AI assistants to interact with the Y…
|
B 73 5⁄5 | ||||||||
| 5728 |
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
|
B 73 5⁄4 | ||||||||
| 5729 |
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
|
B 73 5⁄4 | ||||||||
| 5730 |
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
|
B 73 5⁄5 | ||||||||
| 5731 |
Provides real-time security risk assessment for AI coding prompts, analyzing po…
|
B 73 5⁄5 | ||||||||
| 5732 |
Enables AI assistants to manage TV series collections through Sonarr's API usin…
|
B 73 5⁄5 | ||||||||
| 5733 |
Enables AI-powered text-to-image generation using Volcengine's API with support…
|
B 73 5⁄5 | ||||||||
| 5734 |
Provides comprehensive tools for managing BookStack instances, including full C…
|
B 73 5⁄5 | ||||||||
| 5735 |
Provides system monitoring and management capabilities for Claude CLI, allowing…
|
B 73 5⁄4 | ||||||||
| 5736 |
YouTube MCP Server
Claim
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
|
B 73 5⁄4 | ||||||||
| 5737 |
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
|
B 73 5⁄4 | ||||||||
| 5738 |
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
|
B 73 5⁄5 | ||||||||
| 5739 |
mcp-use
Claim
|
B 73 5⁄5 | ||||||||
| 5740 |
airbroke
Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
|
B 73 5⁄4 | ||||||||
| 5741 |
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
|
B 73 5⁄4 | ||||||||
| 5742 |
n8n MCP Server
Claim
Enables AI models to manage n8n workflow automation through a standardized inte…
|
B 73 5⁄5 | ||||||||
| 5743 |
Enables crypto market analysis by combining Elfa's sentiment data and trending …
|
B 73 5⁄5 | ||||||||
| 5744 |
Universal MCP server for executing TypeScript and Python code with progressive …
|
B 73 5⁄5 | ||||||||
| 5745 |
Python-based server that provides AI-native access to Alfresco content manageme…
|
B 73 5⁄5 | ||||||||
| 5746 |
Remote browser instances for your AI agents. Reliably complete any browser-base…
|
B 73 5⁄5 | ||||||||
| 5747 |
MCP Gemini Server
Claim
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
|
B 73 5⁄5 | ||||||||
| 5748 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5749 |
Provides basic mathematical operations like addition, subtraction, multiplicati…
|
B 73 5⁄4 | ||||||||
| 5750 |
Provides LLMs with network intelligence capabilities including PTR record looku…
|
B 73 5⁄5 | ||||||||