MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10401 |
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
|
C 65 5⁄5 | ||||||||
| 10402 |
jebmcp
Claim
|
C 65 5⁄4 | ||||||||
| 10403 |
A Model Context Protocol server that allows AI to run any Open Source tool via …
|
C 65 5⁄4 | ||||||||
| 10404 |
Enables generating web application prototypes from natural language requirement…
|
C 65 5⁄5 | ||||||||
| 10405 |
Provides mathematical computation capabilities including basic arithmetic opera…
|
C 65 5⁄5 | ||||||||
| 10406 |
Provides AI assistants with comprehensive access to Grafana's React component l…
|
C 65 6⁄6 | ||||||||
| 10407 |
hasmcp-ce
Claim
HasMCP Community Edition
|
C 65 5⁄4 | ||||||||
| 10408 |
An MCP server that enables AI assistants to programmatically browse and interac…
|
C 65 5⁄5 | ||||||||
| 10409 |
Enables searching the National Library Board Singapore catalogue by title, auth…
|
C 65 5⁄5 | ||||||||
| 10410 |
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
|
C 65 5⁄5 | ||||||||
| 10411 |
Provides secure, read-only access to a PostgreSQL Hospital Management System th…
|
C 65 5⁄4 | ||||||||
| 10412 |
A server that automates screenshot capture and document processing, allowing us…
|
C 65 5⁄4 | ||||||||
| 10413 |
A starter template designed to jumpstart the development of Model Context Proto…
|
C 65 5⁄4 | ||||||||
| 10414 |
Clear Thought MCP Server
Claim
Provides systematic thinking tools including mental models, design patterns, de…
|
C 65 5⁄5 | ||||||||
| 10415 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10416 |
A standardized MCP server designed for testing integration with the Des MCP Ser…
|
C 65 5⁄5 | ||||||||
| 10417 |
An MCP server that enables interaction with Google Firestore in Datastore mode …
|
C 65 5⁄5 | ||||||||
| 10418 |
Enables fetching visible text content and extracting all links from web pages t…
|
C 65 5⁄5 | ||||||||
| 10419 |
Utilizes the Google Gemini API to generate context-specific categories and dive…
|
C 65 5⁄5 | ||||||||
| 10420 |
Provides comprehensive monitoring and observability for MCP server ecosystems w…
|
C 65 5⁄5 | ||||||||
| 10421 |
Enables AI applications to read and process PDF files with intelligent file sea…
|
C 65 5⁄4 | ||||||||
| 10422 |
Provides stock market data and computes technical indicators like EMA, MACD, an…
|
C 65 5⁄5 | ||||||||
| 10423 |
A Model Context Protocol server that integrates with DeepSource to provide AI a…
|
C 65 5⁄5 | ||||||||
| 10424 |
An mcp server that provides read-only access to MariaDB.
|
C 65 5⁄4 | ||||||||
| 10425 |
Enables LLMs to interact with Oracle Databases by providing specific table and …
|
C 65 5⁄5 | ||||||||
| 10426 |
NestJS MCP Server
Claim
A demonstration implementation of Model Context Protocol (MCP) using NestJS fra…
|
C 65 5⁄5 | ||||||||
| 10427 |
SceneCraft MCP
Claim
Converts plain text scripts into structured storyboards with shot breakdowns us…
|
C 65 5⁄5 | ||||||||
| 10428 |
Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…
|
C 65 5⁄5 | ||||||||
| 10429 |
A Model Context Protocol server that integrates with Brave Search API to provid…
|
C 65 5⁄5 | ||||||||
| 10430 |
OCR MCP Service
Claim
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
|
C 65 5⁄5 | ||||||||
| 10431 |
Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets,…
|
C 65 5⁄5 | ||||||||
| 10432 |
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
|
C 65 5⁄5 | ||||||||
| 10433 |
A tool that connects to local MySQL databases and enables large language models…
|
C 65 5⁄4 | ||||||||
| 10434 |
An MCP server that provides AI assistants with access to Australian Bureau of S…
|
C 65 5⁄5 | ||||||||
| 10435 |
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
|
C 65 6⁄6 | ||||||||
| 10436 |
Calculator MCP Server
Claim
A backend service that provides accurate arithmetic calculation capabilities to…
|
C 65 5⁄5 | ||||||||
| 10437 |
A Model Context Protocol server that enables AI assistants to access and manage…
|
C 65 5⁄5 | ||||||||
| 10438 |
An MCP server that exposes live game data from Workers & Resources: Soviet Repu…
|
C 65 5⁄4 | ||||||||
| 10439 |
Automatically logs developer work hours and manages tasks, projects, requiremen…
|
C 65 5⁄5 | ||||||||
| 10440 |
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
|
C 65 5⁄5 | ||||||||
| 10441 |
Promethean OS MCP
Claim
A unified MCP server with composable tools for GitHub operations, file manageme…
|
C 65 5⁄5 | ||||||||
| 10442 |
Pushinator MCP lets you send push notifications to your devices from your LLM-p…
|
C 65 5⁄5 | ||||||||
| 10443 |
Enables dynamic creation and orchestration of hierarchical AI agent teams with …
|
C 65 5⁄5 | ||||||||
| 10444 |
A Model Context Protocol server that enables AI models to interact with both My…
|
C 65 5⁄5 | ||||||||
| 10445 |
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
|
C 65 5⁄4 | ||||||||
| 10446 |
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
|
C 65 5⁄4 | ||||||||
| 10447 |
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
|
C 65 5⁄5 | ||||||||
| 10448 |
Advanced AI Code Quality Gate
|
C 65 5⁄5 | ||||||||
| 10449 |
Session memory for AI coding agents. Search past sessions, extract rules, and t…
|
C 65 5⁄4 | ||||||||
| 10450 |
A WhatsApp marketing and messaging service that handles both free-form messages…
|
C 65 5⁄5 | ||||||||