MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5551 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5552 |
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
|
B 73 5⁄5 | ||||||||
| 5553 |
Provides AI-powered search, research, and reasoning capabilities through integr…
|
B 73 5⁄4 | ||||||||
| 5554 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5555 |
Discord Cloud MCP
Claim
Provides full Discord API access via the Model Context Protocol, allowing users…
|
B 73 5⁄5 | ||||||||
| 5556 |
Enables interaction with the Kalendis scheduling API to manage users, availabil…
|
B 73 5⁄5 | ||||||||
| 5557 |
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
|
B 73 5⁄5 | ||||||||
| 5558 |
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
|
B 73 5⁄4 | ||||||||
| 5559 |
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
|
B 73 5⁄5 | ||||||||
| 5560 |
MCP Gemini Server
Claim
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
|
B 73 5⁄5 | ||||||||
| 5561 |
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
|
B 73 5⁄4 | ||||||||
| 5562 |
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
|
B 73 5⁄4 | ||||||||
| 5563 |
MCP server for Philips Hue smart lighting control
|
B 73 5⁄4 | ||||||||
| 5564 |
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
|
B 73 5⁄5 | ||||||||
| 5565 |
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
|
B 73 5⁄4 | ||||||||
| 5566 |
MCP server enabling AI agents to programmatically connect to and control Apache…
|
B 73 5⁄5 | ||||||||
| 5567 |
YaTracker Connector
Claim
Enables interaction with Yandex Tracker through its API for managing tasks, com…
|
B 73 5⁄5 | ||||||||
| 5568 |
MCP server for web application security scanning
|
B 73 5⁄4 | ||||||||
| 5569 |
Provides comprehensive search capabilities including web search, content extrac…
|
B 73 5⁄5 | ||||||||
| 5570 |
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
|
B 73 5⁄4 | ||||||||
| 5571 |
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
|
B 73 5⁄4 | ||||||||
| 5572 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5573 |
Provides real-time security risk assessment for AI coding prompts, analyzing po…
|
B 73 5⁄5 | ||||||||
| 5574 |
Enables AI-powered text-to-image generation using Volcengine's API with support…
|
B 73 5⁄5 | ||||||||
| 5575 |
Enables access to YApi interface documentation by retrieving API details throug…
|
B 73 5⁄5 | ||||||||
| 5576 |
Provides system monitoring and management capabilities for Claude CLI, allowing…
|
B 73 5⁄4 | ||||||||
| 5577 |
Provides comprehensive tools for managing BookStack instances, including full C…
|
B 73 5⁄5 | ||||||||
| 5578 |
YouTube MCP Server
Claim
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
|
B 73 5⁄4 | ||||||||
| 5579 |
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
|
B 73 5⁄4 | ||||||||
| 5580 |
mcp-use
Claim
|
B 73 5⁄5 | ||||||||
| 5581 |
A Model Context Protocol server that provides network packet capture and analys…
|
B 73 5⁄4 | ||||||||
| 5582 |
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
|
B 73 5⁄5 | ||||||||
| 5583 |
Ukrainian legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5584 |
Analyzes webpage screenshots to extract precise layout information by locating …
|
B 73 5⁄5 | ||||||||
| 5585 |
mcp-tic-tac-toe
Claim
Play Tic Tac Toe against an AI opponent using this MCP server.
|
B 73 5⁄4 | ||||||||
| 5586 |
MSFT-Mail+Calendar
Claim
MSFT-Mail+Calendar
|
B 73 5⁄4 | ||||||||
| 5587 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5588 |
MCP server for Cantrip — AI-powered GTM engine for solo founders
|
B 73 5⁄5 | ||||||||
| 5589 |
Enables crypto market analysis by combining Elfa's sentiment data and trending …
|
B 73 5⁄5 | ||||||||
| 5590 |
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
|
B 73 5⁄5 | ||||||||
| 5591 |
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
|
B 73 5⁄5 | ||||||||
| 5592 |
MCP File System
Claim
A server implementing the Model Context Protocol that provides filesystem opera…
|
B 73 5⁄4 | ||||||||
| 5593 |
A professional-grade MCP server that enables AI assistants to monitor web servi…
|
B 73 5⁄5 | ||||||||
| 5594 |
Solana MCP server for wallet, transactions & programs
|
B 73 5⁄4 | ||||||||
| 5595 |
Python-based server that provides AI-native access to Alfresco content manageme…
|
B 73 5⁄5 | ||||||||
| 5596 |
Search URDB for product integrity scores, enshittification events, and change t…
|
B 73 5⁄4 | ||||||||
| 5597 |
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
|
B 73 5⁄4 | ||||||||
| 5598 |
Azure DevOps integration for repository management, work items, and pipelines.
|
B 73 5⁄5 | ||||||||
| 5599 |
Enables AI assistants to manage Facebook and Instagram advertising data through…
|
B 73 5⁄5 | ||||||||
| 5600 |
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
|
B 73 5⁄5 | ||||||||