MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15101 |
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
|
F 30 5⁄5 | ||||||||
| 15102 |
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
|
F 30 5⁄5 | ||||||||
| 15103 |
A comprehensive utilities library for building Model Context Protocol servers, …
|
F 30 5⁄4 | ||||||||
| 15104 |
Create images and videos from prompts, with options for image mixing, reference…
|
F 30 6⁄6 | ||||||||
| 15105 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15106 |
Enables intelligent search and retrieval of Japanese legal statutes through the…
|
F 30 5⁄5 | ||||||||
| 15107 |
Provides tools and resources to detect AI-generated writing patterns and refine…
|
F 30 5⁄4 | ||||||||
| 15108 |
An MCP server that enables users to fetch Python documentation using the Brave …
|
F 30 5⁄5 | ||||||||
| 15109 |
An MCP server that allows users to upload projects (single files or directories…
|
F 30 6⁄6 | ||||||||
| 15110 |
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…
|
F 30 5⁄4 | ||||||||
| 15111 |
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
|
F 30 5⁄4 | ||||||||
| 15112 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
|
F 30 5⁄5 | ||||||||
| 15113 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
|
F 30 5⁄5 | ||||||||
| 15114 |
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
|
F 30 5⁄4 | ||||||||
| 15115 |
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
|
F 30 5⁄5 | ||||||||
| 15116 |
supercollider-mcp
|
F 30 5⁄5 | ||||||||
| 15117 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 15118 |
Enables interaction with the Civitai API to search for AI models, browse images…
|
F 30 5⁄5 | ||||||||
| 15119 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
|
F 30 5⁄5 | ||||||||
| 15120 |
Enables seamless real-time collaboration between Claude Code and the Gemini CLI…
|
F 30 5⁄4 | ||||||||
| 15121 |
A Model Context Protocol server that allows Claude to make API requests on your…
|
F 30 5⁄5 | ||||||||
| 15122 |
WooCommerce MCP Server — WordPress community plugin implementing the Model Cont…
|
F 30 5⁄4 | ||||||||
| 15123 |
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…
|
F 30 5⁄4 | ||||||||
| 15124 |
An MCP server that connects to a Swagger specification and helps an AI to build…
|
F 30 5⁄4 | ||||||||
| 15125 |
Interacting with Obsidian via REST API
|
F 30 5⁄5 | ||||||||
| 15126 |
An agent-based tool that provides web search and advanced research capabilities…
|
F 30 5⁄5 | ||||||||
| 15127 |
The easiest path to getting an MCP server going
|
F 30 5⁄4 | ||||||||
| 15128 |
Enables integration with Cortex Context services through the Model Context Prot…
|
F 30 5⁄5 | ||||||||
| 15129 |
Stores metadata for MCP servers and provides smart search capabilities, allowin…
|
F 30 5⁄5 | ||||||||
| 15130 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15131 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||
| 15132 |
An MCP server that uses AI to generate structured Asana project plans from dive…
|
F 30 5⁄5 | ||||||||
| 15133 |
AI search optimization analysis with actionable findings and gap analysis
|
F 30 5⁄4 | ||||||||
| 15134 |
|
F 30 5⁄4 | ||||||||
| 15135 |
An MCP server for analyzing, manipulating, and documenting PICO-8 game carts us…
|
F 30 5⁄4 | ||||||||
| 15136 |
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
|
F 30 5⁄4 | ||||||||
| 15137 |
Enables agents to search official Mermaid diagram syntax documentation and vali…
|
F 30 5⁄5 | ||||||||
| 15138 |
A focused project memory system that provides knowledge graph capabilities and …
|
F 30 5⁄4 | ||||||||
| 15139 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
|
F 30 5⁄5 | ||||||||
| 15140 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15141 |
Enables AI agents to interact with Notion workspaces through the Notion API, al…
|
F 30 5⁄5 | ||||||||
| 15142 |
An MCP server that enables querying, viewing, and interacting with local emails…
|
F 30 5⁄4 | ||||||||
| 15143 |
A MCP Server that allows AI such as Claude to read from the directory structure…
|
F 30 5⁄4 | ||||||||
| 15144 |
Enables interaction with Foreman instances to manage systems through the Model …
|
F 30 5⁄5 | ||||||||
| 15145 |
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
|
F 30 5⁄4 | ||||||||
| 15146 |
Enables users to generate PlantUML code for UML Class and Sequence diagrams usi…
|
F 30 5⁄5 | ||||||||
| 15147 |
Provides free Bing search capabilities without an API key, with smart language …
|
F 30 5⁄4 | ||||||||
| 15148 |
|
F 30 5⁄4 | ||||||||
| 15149 |
AI-powered circuit design through simulation — an MCP server that gives languag…
|
F 30 5⁄4 | ||||||||
| 15150 |
Enables creating, managing, and searching Markdown notes with support for tags,…
|
F 30 5⁄4 | ||||||||