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 | ||||||||||
| 7351 |
Provides AI assistants with instant access to local Dash documentation docsets …
|
B 70 5⁄4 | ||||||||
| 7352 |
Provides AI assistants with persistent memory through local ChromaDB vector sto…
|
B 70 5⁄5 | ||||||||
| 7353 |
MCP Maximo Server
Claim
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
|
B 70 5⁄5 | ||||||||
| 7354 |
Provides Formula One data and statistics through a Model Context Protocol inter…
|
B 70 5⁄5 | ||||||||
| 7355 |
A production-ready MCP server that enables multiple AI agents to collaborate th…
|
B 70 5⁄4 | ||||||||
| 7356 |
Enables AI assistants to search and query documentation from multiple sources i…
|
B 70 5⁄4 | ||||||||
| 7357 |
MCP server for architecture and system design. Store and manage project archite…
|
B 70 5⁄5 | ||||||||
| 7358 |
A framework to use with AI to easily create a server for any service. Just drop…
|
B 70 5⁄4 | ||||||||
| 7359 |
Enables browser automation and web page interaction using Playwright's accessib…
|
B 70 5⁄5 | ||||||||
| 7360 |
Adds persistent task management to AI coding assistants in IDEs, allowing them …
|
B 70 5⁄4 | ||||||||
| 7361 |
Enables AI models to perform Google Lighthouse website performance analysis, in…
|
B 70 5⁄5 | ||||||||
| 7362 |
A Model Context Protocol server that integrates with Prospeo API to find work e…
|
B 70 5⁄5 | ||||||||
| 7363 |
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
|
B 70 5⁄4 | ||||||||
| 7364 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7365 |
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
|
B 70 5⁄4 | ||||||||
| 7366 |
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
|
B 70 5⁄5 | ||||||||
| 7367 |
A starter template for building custom MCP (Model Context Protocol) servers tha…
|
B 70 5⁄5 | ||||||||
| 7368 |
YouTube MCP server for token-optimized, structured data using the YouTube Data …
|
B 70 6⁄6 | ||||||||
| 7369 |
Enables location-aware AI agents to search for nearby places, get detailed plac…
|
B 70 5⁄5 | ||||||||
| 7370 |
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
|
B 70 5⁄5 | ||||||||
| 7371 |
A production-ready Model Context Protocol (MCP) server for CyberArk Privilege C…
|
B 70 5⁄4 | ||||||||
| 7372 |
An MCP-compatible server that provides tools for integrating selected Postman A…
|
B 70 5⁄5 | ||||||||
| 7373 |
Provides a ping tool to check connectivity and measure latency to any hostname …
|
B 70 5⁄5 | ||||||||
| 7374 |
Jira MCP Server
Claim
Integrates with Jira REST API to create tickets with customizable fields and re…
|
B 70 5⁄5 | ||||||||
| 7375 |
Enables AI agents to interact with the AI Network blockchain by managing accoun…
|
B 70 5⁄5 | ||||||||
| 7376 |
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
|
B 70 5⁄5 | ||||||||
| 7377 |
Claude Desktop Extension
Claim
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
|
B 70 5⁄4 | ||||||||
| 7378 |
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
|
B 70 5⁄4 | ||||||||
| 7379 |
Provides comprehensive control over Google Sheets to read, write, format, and m…
|
B 70 5⁄5 | ||||||||
| 7380 |
A Model Context Protocol server that enables Docker container management throug…
|
B 70 5⁄5 | ||||||||
| 7381 |
Forge Space MCP server for UI and backend generation via stdio transport.
|
B 70 5⁄4 | ||||||||
| 7382 |
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
|
B 70 5⁄5 | ||||||||
| 7383 |
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
|
B 70 5⁄5 | ||||||||
| 7384 |
Athena Health MCP Server
Claim
Enables interaction with Athena Health's API for comprehensive healthcare pract…
|
B 70 5⁄5 | ||||||||
| 7385 |
Enables the validation and generation of Terraform Infrastructure as Code accor…
|
B 70 5⁄4 | ||||||||
| 7386 |
Enables users to fetch real-time weather alerts from the National Weather Servi…
|
B 70 5⁄5 | ||||||||
| 7387 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7388 |
Extracts text from images using Tesseract OCR with support for local files, URL…
|
B 70 5⁄5 | ||||||||
| 7389 |
Enables text-to-image generation and image editing using Azure AI Foundry model…
|
B 70 5⁄5 | ||||||||
| 7390 |
Enables interaction with Notion workspaces through the Notion API. Provides too…
|
B 70 5⁄5 | ||||||||
| 7391 |
Enables developers to search and access NicePay payment API documentation, incl…
|
B 70 5⁄5 | ||||||||
| 7392 |
Enables interaction with Trello boards, lists, and cards through the Trello RES…
|
B 70 5⁄5 | ||||||||
| 7393 |
Provides comprehensive code analysis through three MCP servers: static analysis…
|
B 70 5⁄5 | ||||||||
| 7394 |
This MCP server provides complete MediaWiki markup syntax documentation by dyna…
|
B 70 5⁄5 | ||||||||
| 7395 |
A Model Context Protocol server that enables Large Language Models to seamlessl…
|
B 70 5⁄5 | ||||||||
| 7396 |
Enables AI assistants to query and fetch error and performance monitoring data …
|
B 70 5⁄5 | ||||||||
| 7397 |
Provides tools for AI assistants to interact with smart home devices through Ho…
|
B 70 5⁄5 | ||||||||
| 7398 |
Enables real-time weather queries for 400+ cities in China through the Senivers…
|
B 70 5⁄5 | ||||||||
| 7399 |
Enables AI assistants to interact with Todoist tasks and projects through natur…
|
B 70 5⁄5 | ||||||||
| 7400 |
A Model Context Protocol server that enables secure and structured interaction …
|
B 70 5⁄5 | ||||||||