MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9401 |
Provides access to Alpha ESS solar inverter and battery system data, enabling m…
|
C 67 5⁄5 | ||||||||
| 9402 |
Vibetest MCP - automated QA testing using Browser-Use agents
|
C 67 5⁄4 | ||||||||
| 9403 |
Jokes MCP Server
Claim
Provides a standardized interface to fetch and deliver jokes, including Chuck N…
|
C 67 5⁄5 | ||||||||
| 9404 |
Provides a specialized environment for developing InstantCMS 2 addons and templ…
|
C 67 5⁄4 | ||||||||
| 9405 |
A high-performance server that provides clipboard access for AI assistants, spe…
|
C 67 5⁄4 | ||||||||
| 9406 |
A Model Context Protocol server that enables AI assistants like Claude Desktop …
|
C 67 5⁄5 | ||||||||
| 9407 |
Enables intelligent ingestion and querying of PDF, Markdown, and text files usi…
|
C 67 5⁄5 | ||||||||
| 9408 |
Enables rapid analysis of landing pages for SEO compliance, conversion structur…
|
C 67 5⁄5 | ||||||||
| 9409 |
A proxy server that enables AI assistants to run and interact with command-line…
|
C 67 5⁄5 | ||||||||
| 9410 |
Enables Large Language Models to perform real-time web searches using Google Cu…
|
C 67 5⁄5 | ||||||||
| 9411 |
A comprehensive implementation of Model Context Protocol servers enabling natur…
|
C 67 5⁄5 | ||||||||
| 9412 |
mcp-nutanix
Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
|
C 67 5⁄5 | ||||||||
| 9413 |
POC MCP Server
Claim
A proof of concept server that provides tools for accessing and managing Loomer…
|
C 67 5⁄4 | ||||||||
| 9414 |
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
|
C 67 5⁄4 | ||||||||
| 9415 |
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
|
C 67 5⁄4 | ||||||||
| 9416 |
Easily create reusable automation tools from casual browser actions using Apify…
|
C 67 5⁄4 | ||||||||
| 9417 |
Enables passage-level semantic search over a Zotero library by extracting, chun…
|
C 67 5⁄4 | ||||||||
| 9418 |
A Model Context Protocol server that provides tools for querying SPARQL endpoin…
|
C 67 5⁄5 | ||||||||
| 9419 |
An MCP server that integrates with Sonar API to provide Claude with real-time w…
|
C 67 5⁄5 | ||||||||
| 9420 |
Provides AI agents and coding assistants with advanced web crawling and RAG cap…
|
C 67 5⁄4 | ||||||||
| 9421 |
Enables execution of SSH commands on remote servers and management of Google Cl…
|
C 67 5⁄4 | ||||||||
| 9422 |
An MCP server that provides comprehensive xAI/Grok API documentation, allowing …
|
C 67 5⁄5 | ||||||||
| 9423 |
Enables document search and retrieval using TF-IDF vector similarity across HTM…
|
C 67 5⁄4 | ||||||||
| 9424 |
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
|
C 67 5⁄5 | ||||||||
| 9425 |
Provides weather alerts for US states and geographic forecasts by leveraging th…
|
C 67 5⁄5 | ||||||||
| 9426 |
HybridHub
Claim
Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite,…
|
C 67 5⁄5 | ||||||||
| 9427 |
A Model Context Protocol server that gives LLMs the ability to interact with Et…
|
C 67 5⁄5 | ||||||||
| 9428 |
Enables AI assistants to perform IP geolocation and nearby place searches using…
|
C 67 5⁄4 | ||||||||
| 9429 |
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
|
C 67 5⁄4 | ||||||||
| 9430 |
Enables seamless integration with Typecast API through the Model Context Protoc…
|
C 67 5⁄5 | ||||||||
| 9431 |
Provides GitLab integration for AI assistants using Model Context Protocol, ena…
|
C 67 5⁄5 | ||||||||
| 9432 |
mcp-local-analyst
Claim
Talk to your data locally 💬📊. A private AI Data Analyst built with the Model Co…
|
C 67 5⁄4 | ||||||||
| 9433 |
A lightweight MCP server that enables intelligent tool management and semantic …
|
C 67 5⁄5 | ||||||||
| 9434 |
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Su…
|
C 67 5⁄5 | ||||||||
| 9435 |
A Model Context Protocol server that enables AI assistants to interact with Jen…
|
C 67 5⁄5 | ||||||||
| 9436 |
A Model Context Protocol server that connects to Google Cloud services, allowin…
|
C 67 5⁄4 | ||||||||
| 9437 |
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
|
C 67 5⁄5 | ||||||||
| 9438 |
Bridge MCP servers to the AGENIUM agent:// network via DNS discovery
|
C 67 6⁄6 | ||||||||
| 9439 |
|
C 67 5⁄4 | ||||||||
| 9440 |
A Model Context Protocol server for data wrangling that provides standardized i…
|
C 67 5⁄5 | ||||||||
| 9441 |
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 2…
|
C 67 5⁄5 | ||||||||
| 9442 |
Extracts structured dictionary data from the Longman Dictionary of Contemporary…
|
C 67 5⁄5 | ||||||||
| 9443 |
Enables flight search and fare calendar exploration by interacting with Google …
|
C 67 6⁄6 | ||||||||
| 9444 |
A Model Context Protocol (MCP) server for querying the CVE-Search API. This ser…
|
C 67 5⁄4 | ||||||||
| 9445 |
LaTeX Resume MCP
Claim
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
|
C 67 5⁄4 | ||||||||
| 9446 |
An MCP server that provides LLM agents with direct access to webcam hardware fo…
|
C 67 5⁄4 | ||||||||
| 9447 |
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
|
C 67 5⁄4 | ||||||||
| 9448 |
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
|
C 67 5⁄5 | ||||||||
| 9449 |
Wraps the TanStack CLI to provide programmatic access to documentation, library…
|
C 67 5⁄5 | ||||||||
| 9450 |
Enables interaction with Google NotebookLM through natural language to create a…
|
C 67 5⁄4 | ||||||||