MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15451 |
A Model Context Protocol server that enables AI assistants to create images and…
|
F 30 5⁄5 | ||||||||
| 15452 |
A Model Context Protocol server that enables AI assistants to read, write, and …
|
F 30 5⁄4 | ||||||||
| 15453 |
MCP GPT Image 1
|
F 30 5⁄5 | ||||||||
| 15454 |
MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase …
|
F 30 5⁄4 | ||||||||
| 15455 |
Enables efficient code navigation and retrieval through natural language search…
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F 30 5⁄4 | ||||||||
| 15456 |
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
|
F 30 5⁄4 | ||||||||
| 15457 |
Enables search capabilities using a Google Custom Search Engine, allowing users…
|
F 30 5⁄5 | ||||||||
| 15458 |
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
|
F 30 5⁄4 | ||||||||
| 15459 |
AI-powered SEO and AEO audit for websites
|
F 30 5⁄4 | ||||||||
| 15460 |
Production-ready integration of Microsoft Agent Framework with MCP, enabling AI…
|
F 30 5⁄5 | ||||||||
| 15461 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
|
F 30 5⁄5 | ||||||||
| 15462 |
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
F 30 5⁄5 | ||||||||
| 15463 |
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
|
F 30 6⁄6 | ||||||||
| 15464 |
Provides traffic prediction and route optimization tools that consume a REST AP…
|
F 30 5⁄5 | ||||||||
| 15465 |
Federal procurement intelligence toolkit that searches SAM.gov contract opportu…
|
F 30 5⁄5 | ||||||||
| 15466 |
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
|
F 30 5⁄5 | ||||||||
| 15467 |
A server that connects MCP clients (Claude, Cursor, Windsurf, etc.) to EventCat…
|
F 30 6⁄6 | ||||||||
| 15468 |
Provides structured access to a temporal knowledge platform for searching histo…
|
F 30 6⁄6 | ||||||||
| 15469 |
Connects MCP clients to the 638Labs registry to discover, route, and auction ta…
|
F 30 5⁄5 | ||||||||
| 15470 |
A secure middleware that intercepts AI agent tool calls to evaluate risks and m…
|
F 30 5⁄5 | ||||||||
| 15471 |
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
|
F 30 5⁄4 | ||||||||
| 15472 |
Enables interaction with macOS Reminders app through AppleScript, allowing user…
|
F 30 5⁄4 | ||||||||
| 15473 |
Bring structure and preserve context in vibe coding by automatically tracking i…
|
F 30 5⁄4 | ||||||||
| 15474 |
一个基于 Model Context Protocol (MCP) 的新闻聚合服务器，通过 Newsnow API 提供多平台热点新闻和趋势话题。
|
F 30 5⁄5 | ||||||||
| 15475 |
Enables interaction with Microsoft SQL Server databases using both SQL Server a…
|
F 30 5⁄5 | ||||||||
| 15476 |
Enables interaction with Nullplatform's API endpoints for managing deployments,…
|
F 30 5⁄5 | ||||||||
| 15477 |
Enables AI agents to interact with Notion workspaces through the Notion API, al…
|
F 30 5⁄5 | ||||||||
| 15478 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15479 |
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
|
F 30 5⁄5 | ||||||||
| 15480 |
Explore French communes and cadastral parcels based on name and surface
|
F 30 5⁄5 | ||||||||
| 15481 |
Generates beautiful App Store and Play Store screenshots by inserting app image…
|
F 30 5⁄5 | ||||||||
| 15482 |
A Flask-based server that implements Model Context Protocol to enhance LLMs wit…
|
F 30 5⁄5 | ||||||||
| 15483 |
Enables natural language exploration and querying of Google BigQuery datasets t…
|
F 30 6⁄6 | ||||||||
| 15484 |
Authenticates with Databricks via OAuth and exposes remote MCP tools from Datab…
|
F 30 5⁄5 | ||||||||
| 15485 |
Enables AI agents to fundraise for projects on the Base chain using milestone-b…
|
F 30 5⁄5 | ||||||||
| 15486 |
A Python MCP server that enables semantic search through Search Labs blog posts…
|
F 30 5⁄5 | ||||||||
| 15487 |
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze A…
|
F 30 5⁄5 | ||||||||
| 15488 |
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
F 30 5⁄5 | ||||||||
| 15489 |
A comprehensive Data Platform server that enables seamless integration between …
|
F 30 5⁄5 | ||||||||
| 15490 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 15491 |
A bridge connecting physical hardware with AI large language models through the…
|
F 30 5⁄5 | ||||||||
| 15492 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15493 |
A local vector database RAG system that integrates with Playwright MCP for web …
|
F 30 5⁄4 | ||||||||
| 15494 |
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
|
F 30 5⁄5 | ||||||||
| 15495 |
A Model Context Protocol server that enables AI clients to interact with BlazeS…
|
F 30 5⁄5 | ||||||||
| 15496 |
A Model Context Protocol server that allows Claude to make API requests on your…
|
F 30 5⁄5 | ||||||||
| 15497 |
A Python MCP server that allows programmatic interaction to find torrents progr…
|
F 30 5⁄4 | ||||||||
| 15498 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15499 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15500 |
A Python Flask-based Model Context Protocol server that provides basic tools in…
|
F 30 5⁄5 | ||||||||