MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4301 |
A Server-Sent Events Model Context Protocol server that enables both remote and…
|
B 75 5⁄5 | ||||||||
| 4302 |
A server based on Model Context Protocol that enables AI models to interact wit…
|
B 75 5⁄5 | ||||||||
| 4303 |
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
|
B 75 5⁄5 | ||||||||
| 4304 |
Enables AI applications to add, search, update, and delete long-term memories u…
|
B 75 5⁄5 | ||||||||
| 4305 |
Integrates Google's Gemini AI with Claude Code to provide advanced development …
|
B 75 5⁄5 | ||||||||
| 4306 |
A MCP server built for developers enabling Git based project management with pr…
|
B 75 5⁄4 | ||||||||
| 4307 |
A Model Context Protocol server for interacting with the Figma API that handles…
|
B 75 5⁄5 | ||||||||
| 4308 |
A server that connects large language models to QR code generation capabilities…
|
B 75 5⁄5 | ||||||||
| 4309 |
Allow AI systems to view and control your Starling Bank account via MCP.
|
B 75 5⁄4 | ||||||||
| 4310 |
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…
|
B 75 5⁄5 | ||||||||
| 4311 |
Send, manage, and replay ntfy push notifications via MCP.
|
B 75 5⁄5 | ||||||||
| 4312 |
Enables Claude and other LLMs to search through any published MkDocs documentat…
|
B 75 5⁄5 | ||||||||
| 4313 |
ByteDance Volcano Engine (Doubao) MCP server
|
B 75 5⁄4 | ||||||||
| 4314 |
Logs LLM interactions to local CSV or Markdown files with automatic categorizat…
|
B 75 5⁄5 | ||||||||
| 4315 |
Enables secure execution of JavaScript and Python code in cloud-based E2B sandb…
|
B 75 5⁄5 | ||||||||
| 4316 |
Jira Context MCP Server
Claim
Integrates Jira with Cursor IDE for AI-powered issue management, sprint trackin…
|
B 75 5⁄5 | ||||||||
| 4317 |
Intelligent Genomic Data Server
Provides high-quality gene information queries,…
|
B 75 5⁄5 | ||||||||
| 4318 |
kanban-mcp
Claim
Enables AI assistants to manage Planka kanban boards, including creating, updat…
|
B 75 5⁄5 | ||||||||
| 4319 |
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compat…
|
B 75 5⁄5 | ||||||||
| 4320 |
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
|
B 75 5⁄5 | ||||||||
| 4321 |
An MCP server for integrating with Zerodha Kite API that provides Claude with t…
|
B 75 5⁄5 | ||||||||
| 4322 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 75 5⁄5 | ||||||||
| 4323 |
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
|
B 75 5⁄4 | ||||||||
| 4324 |
Node.js server that connects to Azure Cosmos DB NoSQL database, allowing users …
|
B 75 5⁄5 | ||||||||
| 4325 |
CodemagicMcp
Claim
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from yo…
|
B 75 4⁄4 | ||||||||
| 4326 |
This MCP server enables AI assistants to automatically sync Google Sheets data …
|
B 75 5⁄5 | ||||||||
| 4327 |
Enables intelligent task management with status tracking, dependency resolution…
|
B 75 5⁄4 | ||||||||
| 4328 |
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
|
B 75 5⁄5 | ||||||||
| 4329 |
Provides random access to PDF contents with selective page extraction, text sea…
|
B 75 5⁄5 | ||||||||
| 4330 |
Provides AI coding assistants with persistent, context-rich memory of a codebas…
|
B 75 5⁄4 | ||||||||
| 4331 |
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
|
B 75 5⁄5 | ||||||||
| 4332 |
Reduces Claude's context window costs by automatically summarizing inactive fil…
|
B 75 5⁄4 | ||||||||
| 4333 |
A simple Model Context Protocol server that provides timestamp-based UUID v7 id…
|
B 75 5⁄5 | ||||||||
| 4334 |
An MCP server for creating named checkpoints and snapshots of projects, with se…
|
B 75 5⁄4 | ||||||||
| 4335 |
A lightweight server that provides persistent memory and context management for…
|
B 75 5⁄4 | ||||||||
| 4336 |
An AI memory system that creates isolated, persistent memory banks for each cod…
|
B 75 5⁄5 | ||||||||
| 4337 |
Enables interaction with Azure DevOps through Cursor chat, providing tools to m…
|
B 75 5⁄5 | ||||||||
| 4338 |
Qwen3-Coder MCP Server
Claim
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
|
B 75 5⁄5 | ||||||||
| 4339 |
A Model Context Protocol server that enables AI assistants to interact with the…
|
B 75 5⁄4 | ||||||||
| 4340 |
A Model Context Protocol server that enables AI assistants like Claude to read …
|
B 75 5⁄5 | ||||||||
| 4341 |
Self MCP Server
Claim
Enables AI assistants to interact with Self, a self-awareness framework that co…
|
B 75 5⁄5 | ||||||||
| 4342 |
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
|
B 75 5⁄5 | ||||||||
| 4343 |
Manages and cleans up unused media in Postiz by identifying orphaned files not …
|
B 75 5⁄5 | ||||||||
| 4344 |
Enables AI agents to control and monitor Home Assistant smart home devices thro…
|
B 75 5⁄5 | ||||||||
| 4345 |
Express MCP Server
Claim
A basic example of a serverless Model Context Protocol (MCP) server implemented…
|
B 75 6⁄6 | ||||||||
| 4346 |
Enables AI agents to interact with Figma to create, read, and manage designs us…
|
B 75 5⁄5 | ||||||||
| 4347 |
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
|
B 75 5⁄5 | ||||||||
| 4348 |
Validates URLs and checks their reputation to help identify AI hallucinations a…
|
B 75 5⁄5 | ||||||||
| 4349 |
Enables posting text and media content directly to LinkedIn from Claude Desktop…
|
B 75 5⁄5 | ||||||||
| 4350 |
A persistent memory layer for Claude Code that maintains project information, t…
|
B 75 5⁄4 | ||||||||