MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15451 |
Access a versatile collection of tools for media generation, web scraping, and …
|
F 30 6⁄6 | ||||||||
| 15452 |
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
|
F 30 5⁄5 | ||||||||
| 15453 |
Provides advanced image analysis capabilities including object recognition, OCR…
|
F 30 5⁄5 | ||||||||
| 15454 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 15455 |
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
|
F 30 5⁄4 | ||||||||
| 15456 |
This MCP server enables the generation of structured fitness content, including…
|
F 30 5⁄5 | ||||||||
| 15457 |
MCP GPT Image 1
|
F 30 5⁄5 | ||||||||
| 15458 |
Integrates Jimeng AI image and video generation services through MCP protocol, …
|
F 30 5⁄5 | ||||||||
| 15459 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
F 30 5⁄5 | ||||||||
| 15460 |
Provides tools to retrieve information about current and upcoming free games on…
|
F 30 5⁄5 | ||||||||
| 15461 |
|
F 30 5⁄4 | ||||||||
| 15462 |
Integrates with the Laravel Forge API to provide comprehensive management of se…
|
F 30 5⁄5 | ||||||||
| 15463 |
A high-performance MCP server that enables AI assistants to safely interact wit…
|
F 30 5⁄5 | ||||||||
| 15464 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
|
F 30 5⁄5 | ||||||||
| 15465 |
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
|
F 30 5⁄4 | ||||||||
| 15466 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15467 |
Enables searching for groceries and automatically adding items to cart through …
|
F 30 5⁄5 | ||||||||
| 15468 |
A basic MCP server that provides arithmetic calculation tools and system inform…
|
F 30 5⁄4 | ||||||||
| 15469 |
TypeScript implementation of the Model Context Protocol that standardizes how L…
|
F 30 5⁄4 | ||||||||
| 15470 |
Enables Claude Code to perform programmatic tool calling by executing Python sc…
|
F 30 5⁄5 | ||||||||
| 15471 |
Enables real-time voice-to-text order processing and chicken business managemen…
|
F 30 5⁄5 | ||||||||
| 15472 |
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze A…
|
F 30 5⁄5 | ||||||||
| 15473 |
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
|
F 30 5⁄5 | ||||||||
| 15474 |
Enables processing of Excel, Word, and PDF documents through reading, writing, …
|
F 30 5⁄4 | ||||||||
| 15475 |
A Model Context Protocol server for managing prompt templates as markdown files…
|
F 30 5⁄4 | ||||||||
| 15476 |
Automatic enforcement of critical rules for Claude AI preventing 96 documented …
|
F 30 5⁄5 | ||||||||
| 15477 |
Enables users to generate presentation slides using 2slides.com's API through C…
|
F 30 6⁄6 | ||||||||
| 15478 |
Enforces GINIALTECH project conventions and protects critical files while provi…
|
F 30 5⁄4 | ||||||||
| 15479 |
An AI-powered tool that transforms natural language specifications into structu…
|
F 30 6⁄6 | ||||||||
| 15480 |
A minimal Model Context Protocol server that provides a safety guardrail tool t…
|
F 30 5⁄4 | ||||||||
| 15481 |
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
|
F 30 5⁄4 | ||||||||
| 15482 |
Enables intelligent code analysis and debugging through the Perplexity AI's API…
|
F 30 5⁄5 | ||||||||
| 15483 |
|
F 30 5⁄4 | ||||||||
| 15484 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
F 30 5⁄5 | ||||||||
| 15485 |
An MCP server that registers customizable prompt templates as tools for natural…
|
F 30 5⁄5 | ||||||||
| 15486 |
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
|
F 30 6⁄6 | ||||||||
| 15487 |
An MCP server that allows users to define custom tools via a configuration file…
|
F 30 5⁄4 | ||||||||
| 15488 |
A 7-layer security system for AI agents that detects and blocks prompt injectio…
|
F 30 5⁄5 | ||||||||
| 15489 |
Enables secure interaction with kintone through OAuth authentication, supportin…
|
F 30 5⁄5 | ||||||||
| 15490 |
Maintains consistent LLM interaction styles across conversations by storing emo…
|
F 30 5⁄5 | ||||||||
| 15491 |
Enables users to query both structured and unstructured data in Snowflake using…
|
F 30 5⁄4 | ||||||||
| 15492 |
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
|
F 30 5⁄4 | ||||||||
| 15493 |
Provides mathematical calculation tools including basic operations, expressions…
|
F 30 5⁄5 | ||||||||
| 15494 |
Provides access to a community knowledge base of 16k+ debugging solutions and 2…
|
F 30 5⁄5 | ||||||||
| 15495 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 15496 |
Enables on-demand generation of TypeScript tools using an LLM with human-in-the…
|
F 30 5⁄5 | ||||||||
| 15497 |
A Model Context Protocol server that enables generating and executing Elisp cod…
|
F 30 5⁄4 | ||||||||
| 15498 |
Enables enterprise document retrieval using graph-based reasoning and knowledge…
|
F 30 5⁄4 | ||||||||
| 15499 |
AI-powered PDF editing and generation MCP server using Gemini Pro.
|
F 30 5⁄4 | ||||||||
| 15500 |
Intent-based project documentation server that automatically maps natural langu…
|
F 30 5⁄5 | ||||||||