MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8451 |
A Model Context Protocol server that enables semantic search and RAG over your …
|
C 69 5⁄4 | ||||||||
| 8452 |
A Model Context Protocol server that connects AI tools to Electronic Health Rec…
|
C 69 5⁄5 | ||||||||
| 8453 |
Enables AI assistants to manage MySQL databases through natural language comman…
|
C 69 5⁄5 | ||||||||
| 8454 |
An MCP server that automatically generates TypeScript Page Object classes and c…
|
C 69 5⁄4 | ||||||||
| 8455 |
Provides seamless integration with Fastly's Next-Gen Web Application Firewall A…
|
C 69 5⁄5 | ||||||||
| 8456 |
Provides access to Norway's official business registry for searching companies,…
|
C 69 5⁄5 | ||||||||
| 8457 |
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
|
C 69 5⁄5 | ||||||||
| 8458 |
MCP server for OriginalVoices - Ask AI twins questions about any audience
|
C 69 5⁄4 | ||||||||
| 8459 |
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
|
C 69 5⁄5 | ||||||||
| 8460 |
Universal Menu
Claim
Provides an interactive decision menu that surfaces contextual choices on every…
|
C 69 5⁄5 | ||||||||
| 8461 |
SPIRED-Stab MCP
Claim
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
|
C 69 5⁄4 | ||||||||
| 8462 |
A server that enables integration between Claude Desktop and WordPress, allowin…
|
C 69 5⁄5 | ||||||||
| 8463 |
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
|
C 69 5⁄4 | ||||||||
| 8464 |
Provides time-related tools for LLM applications, enabling retrieval of current…
|
C 69 5⁄5 | ||||||||
| 8465 |
Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microse…
|
C 69 5⁄5 | ||||||||
| 8466 |
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
|
C 69 5⁄5 | ||||||||
| 8467 |
A comprehensive MCP server providing advanced Redmine project analytics, web au…
|
C 69 5⁄5 | ||||||||
| 8468 |
A demonstration MCP server built in TypeScript that shows how to implement stdi…
|
C 69 5⁄5 | ||||||||
| 8469 |
An MCP server that aggregates data from six weather sources to provide current …
|
C 69 5⁄5 | ||||||||
| 8470 |
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
|
C 69 5⁄5 | ||||||||
| 8471 |
Python notebook mcp
Claim
Python notebook mcp
|
C 69 5⁄4 | ||||||||
| 8472 |
Multi-model AI gateway — 8 providers plus local models, no system prompt inject…
|
C 69 5⁄4 | ||||||||
| 8473 |
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
|
C 69 5⁄5 | ||||||||
| 8474 |
MCP Server for Monarch Money, utilizing an unofficial api.
|
C 69 5⁄5 | ||||||||
| 8475 |
Enables users to manage their Zaim household account data through OAuth 1.0a au…
|
C 69 5⁄5 | ||||||||
| 8476 |
reddit-mcp
Claim
Provides access to public Reddit data through tools for searching subreddits, v…
|
C 69 5⁄5 | ||||||||
| 8477 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 8478 |
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
|
C 69 5⁄4 | ||||||||
| 8479 |
Geospatial MCP Server
Claim
Enables advanced geospatial analysis including elevation queries, line-of-sight…
|
C 69 5⁄5 | ||||||||
| 8480 |
Enables AI assistants to interact with Odoo ERP systems through XML-RPC communi…
|
C 69 5⁄5 | ||||||||
| 8481 |
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
|
C 69 5⁄5 | ||||||||
| 8482 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8483 |
A secure server that implements the Model Context Protocol (MCP) to enable cont…
|
C 69 5⁄5 | ||||||||
| 8484 |
An MCP server that enables AI models to control electronic music instruments by…
|
C 69 5⁄5 | ||||||||
| 8485 |
A lightweight, stateless MCP server utilizing Puppeteer for web searches, retur…
|
C 69 5⁄4 | ||||||||
| 8486 |
Enables LLM clients to analyze and interact with Power BI (.pbix) files, provid…
|
C 69 5⁄4 | ||||||||
| 8487 |
MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Mod…
|
C 69 5⁄4 | ||||||||
| 8488 |
Provides read-only access to native macOS system utilities including disk manag…
|
C 69 5⁄5 | ||||||||
| 8489 |
Enables interaction with Volcengine's TOS (Object Storage) service through MCP …
|
C 69 5⁄5 | ||||||||
| 8490 |
A Model Context Protocol server that allows large language models to search for…
|
C 69 5⁄5 | ||||||||
| 8491 |
A tool that dynamically generates and configures MCP servers by automatically c…
|
C 69 5⁄4 | ||||||||
| 8492 |
Enables powerful code search across millions of public GitHub repositories usin…
|
C 69 5⁄5 | ||||||||
| 8493 |
An MCP server that enables interaction with Google Drive through the Google Clo…
|
C 69 6⁄6 | ||||||||
| 8494 |
A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through auto…
|
C 69 5⁄5 | ||||||||
| 8495 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
|
C 69 5⁄4 | ||||||||
| 8496 |
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
|
C 69 5⁄5 | ||||||||
| 8497 |
An MCP server connects your AI assistants to Infrahub using the open MCP standa…
|
C 69 5⁄5 | ||||||||
| 8498 |
Security MCP Server
Claim
Provides AI agents like Claude with secure, controlled access to network securi…
|
C 69 5⁄5 | ||||||||
| 8499 |
Interact with FTP servers seamlessly. List directories, upload and download fil…
|
C 69 5⁄5 | ||||||||
| 8500 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 69 5⁄5 | ||||||||