MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2551 |
Persistent project memory for LLMs via SQLite. Never re-explain your project ag…
|
B 77 5⁄5 | ||||||||
| 2552 |
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
|
B 77 5⁄4 | ||||||||
| 2553 |
Provides structured debugging capabilities through LLDB, enabling AI assistants…
|
B 77 5⁄5 | ||||||||
| 2554 |
Filesystem MCP
Claim
Provides secure filesystem access for AI assistants with optimizations like fil…
|
B 77 5⁄4 | ||||||||
| 2555 |
oauth-mcp-proxy
Claim
OAuth 2.1 authentication library for Go MCP servers
|
B 77 5⁄4 | ||||||||
| 2556 |
A local security knowledge base that indexes documentation like CVEs and CWEs u…
|
B 77 5⁄5 | ||||||||
| 2557 |
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
|
B 77 5⁄5 | ||||||||
| 2558 |
Enables AI agents to interact with Magento 2 development environments through c…
|
B 77 5⁄4 | ||||||||
| 2559 |
Neovim MCP Server
Claim
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
|
B 77 5⁄4 | ||||||||
| 2560 |
Provides Discord integration capabilities to MCP clients like Claude Desktop.
|
B 77 5⁄5 | ||||||||
| 2561 |
mcp-auth-servers
Claim
🔒 Reference MCP servers that demo how authentication works with the current Mod…
|
B 77 5⁄4 | ||||||||
| 2562 |
Provides structured sequential thinking capabilities for AI assistants to break…
|
B 77 5⁄5 | ||||||||
| 2563 |
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
|
B 77 5⁄5 | ||||||||
| 2564 |
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
|
B 77 5⁄5 | ||||||||
| 2565 |
datetime-mcp-server
Claim
Provides a tool to retrieve the current date and time with customizable formatt…
|
B 77 5⁄5 | ||||||||
| 2566 |
NeuroDev MCP is a smart Model Context Protocol server for Python development. I…
|
B 77 5⁄5 | ||||||||
| 2567 |
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
|
B 77 5⁄4 | ||||||||
| 2568 |
Hive Mind MCP Server
Claim
Automatically generates and maintains living documentation for codebases by cre…
|
B 77 5⁄4 | ||||||||
| 2569 |
Provides comprehensive web, news, and Twitter search capabilities using the xAI…
|
B 77 5⁄5 | ||||||||
| 2570 |
Provides offline access to complete Garmin Connect IQ SDK 8.2.3 documentation w…
|
B 77 5⁄4 | ||||||||
| 2571 |
A Model Context Protocol server that enables execution of AppleScript and JavaS…
|
B 77 5⁄5 | ||||||||
| 2572 |
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
B 77 5⁄5 | ||||||||
| 2573 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||
| 2574 |
Android Prefs MCP Server
|
B 77 5⁄5 | ||||||||
| 2575 |
test-1
|
B 77 5⁄5 | ||||||||
| 2576 |
Provides Claude with full access to Apple Calendar on macOS for event managemen…
|
B 77 5⁄5 | ||||||||
| 2577 |
Local MCP server for AI-assisted Apache Tomcat management and diagnostics
|
B 77 5⁄4 | ||||||||
| 2578 |
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
|
B 77 5⁄5 | ||||||||
| 2579 |
Weather MCP Service
Claim
Provides live weather data and forecasts for any location worldwide through bot…
|
B 77 5⁄5 | ||||||||
| 2580 |
An MCP server that provides tools for managing and monitoring your Fleet Device…
|
B 77 5⁄4 | ||||||||
| 2581 |
Transforms OpenAPI 3.x specifications into MCP tools, enabling Large Language M…
|
B 77 5⁄5 | ||||||||
| 2582 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 77 5⁄5 | ||||||||
| 2583 |
MCP server for OWL applications
|
B 77 5⁄5 | ||||||||
| 2584 |
Wealth Management MCP
Claim
Provides specialized tools for portfolio health analysis, rebalance simulations…
|
B 77 5⁄5 | ||||||||
| 2585 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2586 |
Integrates with the AbuseIPDB API to check IP addresses for abuse reports and r…
|
B 77 5⁄5 | ||||||||
| 2587 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2588 |
mcp-server-conceal
Claim
An MCP proxy that pseudo-anonymizes PII before data reaches external AI provide…
|
B 77 5⁄5 | ||||||||
| 2589 |
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
|
B 77 5⁄4 | ||||||||
| 2590 |
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
|
B 77 5⁄4 | ||||||||
| 2591 |
Enables accessing and extracting files from remote zip archives over HTTP, HTTP…
|
B 77 5⁄5 | ||||||||
| 2592 |
Enables Model Context Protocol tools for automating web browsers and Electron d…
|
B 77 5⁄5 | ||||||||
| 2593 |
MCP-Logic is a server that provides AI systems with automated reasoning capabil…
|
B 77 5⁄4 | ||||||||
| 2594 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 2595 |
A script workflow management system that transforms complex, repetitive AI inte…
|
B 77 5⁄4 | ||||||||
| 2596 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
|
B 77 4⁄4 | ||||||||
| 2597 |
mcp using PyPDF2 to:
• merge-pdfs
• extract-pages
• search-pdfs
• merge-pdf…
|
B 77 5⁄4 | ||||||||
| 2598 |
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
|
B 77 5⁄5 | ||||||||
| 2599 |
Lemon Squeezy Server
Claim
Integrates with Lemon Squeezy to manage subscriptions, checkouts, products, ord…
|
B 77 5⁄5 | ||||||||
| 2600 |
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/P…
|
B 77 5⁄4 | ||||||||