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 | ||||||||||
| 5501 |
Enables automated testing and development of Expo/React Native apps through ses…
|
B 73 5⁄4 | ||||||||
| 5502 |
Provides real-time weather forecasts for locations across Malaysia by fetching …
|
B 73 5⁄4 | ||||||||
| 5503 |
Enables Claude to compare text strings for exact equality and display detailed …
|
B 73 5⁄5 | ||||||||
| 5504 |
Enables creation and management of Framer plugins with web3 capabilities like w…
|
B 73 5⁄5 | ||||||||
| 5505 |
MCP Debugger Tools
Claim
A VSCode extension that enables AI agents to programmatically control VSCode's …
|
B 73 5⁄4 | ||||||||
| 5506 |
Enables AI applications to use advanced memory management capabilities through …
|
B 73 5⁄5 | ||||||||
| 5507 |
Provides real-time security risk assessment for AI coding prompts, analyzing po…
|
B 73 5⁄5 | ||||||||
| 5508 |
Provides capabilities for searching Jira issues using JQL and retrieving detail…
|
B 73 5⁄5 | ||||||||
| 5509 |
Enables OSINT research by searching usernames across hundreds of social network…
|
B 73 5⁄4 | ||||||||
| 5510 |
This MCP server allows you to interact with the EVE Tycoon API to retrieve mark…
|
B 73 5⁄5 | ||||||||
| 5511 |
Enables accessibility testing of websites and HTML content using axe-core and I…
|
B 73 5⁄4 | ||||||||
| 5512 |
Enforces a three-phase gated workflow (Research → Plan → Implement) for complex…
|
B 73 5⁄5 | ||||||||
| 5513 |
Enables AI assistants to interact with Meshtastic mesh networks for off-grid co…
|
B 73 5⁄4 | ||||||||
| 5514 |
Enables AI assistants to fetch README content, package metadata, dependencies, …
|
B 73 5⁄5 | ||||||||
| 5515 |
Enables interaction with any REST API through token or login authentication, wi…
|
B 73 5⁄5 | ||||||||
| 5516 |
MCP server for the Zerochan anime image board API. Browse the global feed, sear…
|
B 73 5⁄5 | ||||||||
| 5517 |
Enables interaction with Microsoft OneNote via the Microsoft Graph API, allowin…
|
B 73 5⁄5 | ||||||||
| 5518 |
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
|
B 73 5⁄5 | ||||||||
| 5519 |
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
|
B 73 5⁄5 | ||||||||
| 5520 |
A Model Context Protocol server that enables scalable mobile automation for iOS…
|
B 73 5⁄5 | ||||||||
| 5521 |
Connects GoHighLevel sub-accounts to AI models with over 260 tools for managing…
|
B 73 5⁄5 | ||||||||
| 5522 |
An MCP server that generates high-quality images through Volcano Engine's Douba…
|
B 73 5⁄5 | ||||||||
| 5523 |
Claude ↔ Codex MCP Relay
Claim
A relay server that enables communication between Claude Code and Codex through…
|
B 73 5⁄4 | ||||||||
| 5524 |
An MCP server for analyzing network traffic and pcap files using tshark. It ena…
|
B 73 4⁄4 | ||||||||
| 5525 |
MCP server enabling AI agents to programmatically connect to and control Apache…
|
B 73 5⁄5 | ||||||||
| 5526 |
Provides persistent context management for AI agents by storing and querying se…
|
B 73 5⁄5 | ||||||||
| 5527 |
Interacting with Perplexity API.
|
B 73 5⁄5 | ||||||||
| 5528 |
Enables AI assistants to create, read, convert, and manipulate LibreOffice docu…
|
B 73 5⁄4 | ||||||||
| 5529 |
Smart Search MCP Server
Claim
Integrates a remote smart search API to provide powerful web search capabilitie…
|
B 73 5⁄5 | ||||||||
| 5530 |
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
|
B 73 5⁄5 | ||||||||
| 5531 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5532 |
Enables users to automate Zipcar car sharing tasks such as searching for availa…
|
B 73 5⁄4 | ||||||||
| 5533 |
vmysql-mcp
Claim
A lightweight, multi-environment MySQL MCP server that provides secure, policy-…
|
B 73 5⁄5 | ||||||||
| 5534 |
MCP server for Zen Browser automation via WebDriver BiDi
|
B 73 5⁄4 | ||||||||
| 5535 |
Enables Claude Code to display images inline within supported terminals like Gh…
|
B 73 5⁄4 | ||||||||
| 5536 |
Wraps FastAPI REST endpoints as MCP tools, enabling natural language interactio…
|
B 73 5⁄4 | ||||||||
| 5537 |
Enables natural language task management including logging, updating, and summa…
|
B 73 5⁄4 | ||||||||
| 5538 |
Provides precise conversions between different units of measurement including t…
|
B 73 5⁄4 | ||||||||
| 5539 |
This project implements a Model Context Protocol (MCP) server providing Formula…
|
B 73 5⁄5 | ||||||||
| 5540 |
Enables Claude to execute commands and manage directory-aware panes within tmux…
|
B 73 5⁄4 | ||||||||
| 5541 |
A Model Context Protocol server that allows AI assistants to access bird observ…
|
B 73 5⁄5 | ||||||||
| 5542 |
Enables AI agents to analyze, summarize, and extract text from videos and image…
|
B 73 5⁄5 | ||||||||
| 5543 |
Taskboard MCP Server
Claim
Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…
|
B 73 5⁄5 | ||||||||
| 5544 |
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
|
B 73 5⁄5 | ||||||||
| 5545 |
Integrates AI assistants with Graylog to query and analyze log data using Elast…
|
B 73 5⁄5 | ||||||||
| 5546 |
A Model Context Protocol server that enables AI assistants to interact with Zul…
|
B 73 5⁄5 | ||||||||
| 5547 |
Provides access to 56 professional medical calculators covering multiple specia…
|
B 73 5⁄4 | ||||||||
| 5548 |
Easy-to-use MCP server framework specialized for SSE.
|
B 73 5⁄4 | ||||||||
| 5549 |
A professional-grade MCP server that enables AI assistants to monitor web servi…
|
B 73 5⁄5 | ||||||||
| 5550 |
MCP server for analyzing PE, ELF, and Mach-O binaries using LIEF
|
B 73 4⁄4 | ||||||||