MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7401 |
Athena Health MCP Server
Claim
Enables interaction with Athena Health's API for comprehensive healthcare pract…
|
B 70 5⁄5 | ||||||||
| 7402 |
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
|
B 70 5⁄5 | ||||||||
| 7403 |
Provides AI assistants with persistent memory through local ChromaDB vector sto…
|
B 70 5⁄5 | ||||||||
| 7404 |
A Model Context Protocol server that integrates with Figma's API, allowing inte…
|
B 70 5⁄5 | ||||||||
| 7405 |
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
|
B 70 5⁄4 | ||||||||
| 7406 |
A bridge that enables AI language models to publish content to the Nostr networ…
|
B 70 5⁄5 | ||||||||
| 7407 |
A framework to use with AI to easily create a server for any service. Just drop…
|
B 70 5⁄4 | ||||||||
| 7408 |
Enables AI assistants to manage Xano databases through the Model Context Protoc…
|
B 70 5⁄5 | ||||||||
| 7409 |
A production-ready MCP server that enables multiple AI agents to collaborate th…
|
B 70 5⁄4 | ||||||||
| 7410 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7411 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7412 |
Enables developers to search and access NicePay payment API documentation, incl…
|
B 70 5⁄5 | ||||||||
| 7413 |
MCP Maximo Server
Claim
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
|
B 70 5⁄5 | ||||||||
| 7414 |
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
|
B 70 5⁄5 | ||||||||
| 7415 |
Claude Desktop Extension
Claim
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
|
B 70 5⁄4 | ||||||||
| 7416 |
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
|
B 70 5⁄4 | ||||||||
| 7417 |
A Model Context Protocol server that enables Docker container management throug…
|
B 70 5⁄5 | ||||||||
| 7418 |
Provides current time and date information with timezone support and multiple f…
|
B 70 5⁄5 | ||||||||
| 7419 |
Enables users to fetch real-time weather alerts from the National Weather Servi…
|
B 70 5⁄5 | ||||||||
| 7420 |
Enables interaction with Notion workspaces through the Notion API. Provides too…
|
B 70 5⁄5 | ||||||||
| 7421 |
An MCP server specialized in managing and querying gym exercises through a cent…
|
B 70 5⁄5 | ||||||||
| 7422 |
Provides access to RescueTime productivity data including daily summaries, acti…
|
B 70 5⁄5 | ||||||||
| 7423 |
Enable AI applications to securely send and manage emails through Gmail with mu…
|
B 70 5⁄4 | ||||||||
| 7424 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7425 |
An MCP server for the NASA Astrophysics Data System (ADS) that enables searchin…
|
B 70 5⁄5 | ||||||||
| 7426 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7427 |
Enables text-to-image generation and image editing using Azure AI Foundry model…
|
B 70 5⁄5 | ||||||||
| 7428 |
Enables AI assistants to query and fetch error and performance monitoring data …
|
B 70 5⁄5 | ||||||||
| 7429 |
A Model Context Protocol server that provides read-only access to MongoDB datab…
|
B 70 5⁄5 | ||||||||
| 7430 |
YouTube MCP server for token-optimized, structured data using the YouTube Data …
|
B 70 6⁄6 | ||||||||
| 7431 |
Enables real-time weather queries for 400+ cities in China through the Senivers…
|
B 70 5⁄5 | ||||||||
| 7432 |
A Model Context Protocol server that enables secure and structured interaction …
|
B 70 5⁄5 | ||||||||
| 7433 |
A server that exposes PagerDuty API functionality to LLMs with structured input…
|
B 70 5⁄5 | ||||||||
| 7434 |
A Model Context Protocol server that enables Large Language Models to seamlessl…
|
B 70 5⁄5 | ||||||||
| 7435 |
HopperPyMCP
Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
|
B 70 5⁄4 | ||||||||
| 7436 |
Enables interaction with Microsoft SharePoint sites, document libraries, and fi…
|
B 70 5⁄5 | ||||||||
| 7437 |
Provides access to Japanese statistical standard area codes (標準地域コード) from offi…
|
B 70 5⁄5 | ||||||||
| 7438 |
An MCP server for managing work logs, research results, and task checkpoints to…
|
B 70 5⁄4 | ||||||||
| 7439 |
Provides AI assistants with access to personal best practice skills and coding …
|
B 70 5⁄5 | ||||||||
| 7440 |
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
|
B 70 5⁄4 | ||||||||
| 7441 |
A Model Context Protocol server that connects to RocketReach API, enabling AI a…
|
B 70 5⁄5 | ||||||||
| 7442 |
Weather MCP Server
Claim
A JavaScript ES Modules server that provides weather information including aler…
|
B 70 5⁄5 | ||||||||
| 7443 |
A demonstration MCP server supporting both Stdio and SSE transports, providing …
|
B 70 5⁄5 | ||||||||
| 7444 |
Provides Formula One data and statistics through a Model Context Protocol inter…
|
B 70 5⁄5 | ||||||||
| 7445 |
MCP server for Motor Current Signature Analysis — fault detection in electric m…
|
B 70 5⁄4 | ||||||||
| 7446 |
SOAR MCP Server
Claim
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
B 70 5⁄5 | ||||||||
| 7447 |
Enables interaction with Todoist through the MCP interface, providing full CRUD…
|
B 70 5⁄5 | ||||||||
| 7448 |
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
|
B 70 5⁄5 | ||||||||
| 7449 |
Enables AI assistants to remotely control Sipeed NanoKVM hardware for BIOS-leve…
|
B 70 5⁄5 | ||||||||
| 7450 |
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
|
B 70 5⁄4 | ||||||||