MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5301 |
Enables natural language search and discovery of open-access scientific dataset…
|
B 73 5⁄5 | ||||||||
| 5302 |
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner …
|
B 73 5⁄5 | ||||||||
| 5303 |
Enables AI to search and retrieve detailed information from U.S. government dat…
|
B 73 5⁄5 | ||||||||
| 5304 |
MCP Linear App
Claim
A server that enables AI assistants to interact with Linear's project managemen…
|
B 73 5⁄5 | ||||||||
| 5305 |
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
|
B 73 5⁄4 | ||||||||
| 5306 |
Search articles using the NYTimes API
|
B 73 5⁄5 | ||||||||
| 5307 |
A Model Context Protocol server that enables AI assistants like Claude to secur…
|
B 73 5⁄5 | ||||||||
| 5308 |
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
|
B 73 5⁄4 | ||||||||
| 5309 |
Provides system monitoring and management capabilities for Claude CLI, allowing…
|
B 73 5⁄4 | ||||||||
| 5310 |
Self-evolving memory system for AI agents
|
B 73 5⁄4 | ||||||||
| 5311 |
An MCP server that provides Git version control operations for Claude, enabling…
|
B 73 5⁄4 | ||||||||
| 5312 |
A server that allows AI assistants to perform web searches using Perplexity's s…
|
B 73 5⁄5 | ||||||||
| 5313 |
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
|
B 73 5⁄5 | ||||||||
| 5314 |
Enables integration with Datadog APIs to monitor and retrieve information about…
|
B 73 5⁄5 | ||||||||
| 5315 |
Leiga MCP Server
Claim
Enables AI agents to interact with the Leiga project management platform. Suppo…
|
B 73 5⁄5 | ||||||||
| 5316 |
Enables control of smart locks through the Seam API, allowing users to lock/unl…
|
B 73 5⁄5 | ||||||||
| 5317 |
Provides cryptographic identity and signing capabilities for AI agents, enablin…
|
B 73 5⁄4 | ||||||||
| 5318 |
MCP Codebase Insight
Claim
A server component of the Model Context Protocol that provides intelligent anal…
|
B 73 5⁄4 | ||||||||
| 5319 |
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
|
B 73 5⁄5 | ||||||||
| 5320 |
Browser MCP Server
Claim
Enables AI assistants to automate web browsers through Playwright, providing ca…
|
B 73 5⁄5 | ||||||||
| 5321 |
Enables quantum circuit design and electromagnetic simulation optimization thro…
|
B 73 5⁄4 | ||||||||
| 5322 |
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
|
B 73 5⁄5 | ||||||||
| 5323 |
Interacting with Perplexity API.
|
B 73 5⁄5 | ||||||||
| 5324 |
Enables AI assistants to interact with Meshtastic mesh networks for off-grid co…
|
B 73 5⁄4 | ||||||||
| 5325 |
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
|
B 73 5⁄5 | ||||||||
| 5326 |
Provides interactive visual plans for AI coding agents, allowing users to revie…
|
B 73 5⁄4 | ||||||||
| 5327 |
MCP Tool Server for Gitee, supporting the management of repository files/branch…
|
B 73 5⁄5 | ||||||||
| 5328 |
A minimalist indexing tool that provides AI agents with semantic search and str…
|
B 73 5⁄5 | ||||||||
| 5329 |
MCPolice
Claim
Enables AI tools to report violations of international laws to monitoring agenc…
|
B 73 5⁄5 | ||||||||
| 5330 |
scaled-mcp
Claim
ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.
|
B 73 5⁄4 | ||||||||
| 5331 |
Muiscan MCP Server
Claim
Converts Figma designs into production-ready MUI (Michael UI) web components th…
|
B 73 5⁄5 | ||||||||
| 5332 |
An MCP server that enables AI agents to interact with Atlassian products (Confl…
|
B 73 5⁄5 | ||||||||
| 5333 |
A visual vocabulary server that translates specific magazine aesthetics and pho…
|
B 73 5⁄4 | ||||||||
| 5334 |
Action-level governance for AI agents -- control what they DO, not what they SAY
|
B 73 5⁄4 | ||||||||
| 5335 |
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
|
B 73 5⁄5 | ||||||||
| 5336 |
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers th…
|
B 73 5⁄4 | ||||||||
| 5337 |
Enables AI assistants to interact with the World Bank open data API, allowing f…
|
B 73 5⁄5 | ||||||||
| 5338 |
Search URDB for product integrity scores, enshittification events, and change t…
|
B 73 5⁄4 | ||||||||
| 5339 |
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
|
B 73 5⁄4 | ||||||||
| 5340 |
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
|
B 73 5⁄5 | ||||||||
| 5341 |
MCP Todo List Manager
Claim
Enables natural language todo list management through Claude Desktop with YAML-…
|
B 73 5⁄4 | ||||||||
| 5342 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5343 |
An MCP server that provides access to medical information, drug databases, and …
|
B 73 5⁄4 | ||||||||
| 5344 |
Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protoco…
|
B 73 5⁄5 | ||||||||
| 5345 |
Enables simultaneous querying and schema exploration across multiple database t…
|
B 73 5⁄5 | ||||||||
| 5346 |
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
|
B 73 5⁄5 | ||||||||
| 5347 |
MCP server for Cantrip — AI-powered GTM engine for solo founders
|
B 73 5⁄5 | ||||||||
| 5348 |
Airtable MCP Server
Claim
Provides comprehensive access to the Airtable Web API, enabling AI assistants t…
|
B 73 5⁄5 | ||||||||
| 5349 |
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
|
B 73 5⁄4 | ||||||||
| 5350 |
Enables AI assistants to securely interact with Microsoft SQL Server databases …
|
B 73 5⁄5 | ||||||||