MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15151 |
Enables intelligent management of Google Cloud Platform infrastructure using Te…
|
F 30 5⁄5 | ||||||||
| 15152 |
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect tab…
|
F 30 5⁄5 | ||||||||
| 15153 |
Provides comprehensive document processing, including reading, converting, and …
|
F 30 5⁄5 | ||||||||
| 15154 |
Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / …
|
F 30 5⁄5 | ||||||||
| 15155 |
Draw on your website, let your AI agent see it. Visual context for code generat…
|
F 30 6⁄6 | ||||||||
| 15156 |
Enables semantic search and RAG (Retrieval Augmented Generation) over your Appl…
|
F 30 5⁄4 | ||||||||
| 15157 |
Comprehensive Sonos audio system control through pure TypeScript implementation…
|
F 30 5⁄4 | ||||||||
| 15158 |
Enables AI agents to autonomously manage and improve execution processes for re…
|
F 30 5⁄4 | ||||||||
| 15159 |
Exposes a large catalog of coding assistant prompts as MCP tools with model-awa…
|
F 30 5⁄4 | ||||||||
| 15160 |
A behavioral intelligence server that detects a user's unique interaction style…
|
F 30 5⁄4 | ||||||||
| 15161 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 15162 |
Allows AI assistants to access and analyze your Cursor conversation history, en…
|
F 30 5⁄4 | ||||||||
| 15163 |
This server enables natural language interaction between a user and their Kuzu …
|
F 30 5⁄4 | ||||||||
| 15164 |
A Model Context Protocol server for managing prompt templates as markdown files…
|
F 30 5⁄4 | ||||||||
| 15165 |
A Model Context Protocol server that enables AI to interact with Twitter, allow…
|
F 30 5⁄5 | ||||||||
| 15166 |
Provides an HTTP API for Claude Code using a native MCP channel to enable stabl…
|
F 30 5⁄4 | ||||||||
| 15167 |
A Model Context Protocol server that provides access to Kuzu databases. This se…
|
F 30 5⁄5 | ||||||||
| 15168 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
|
F 30 5⁄5 | ||||||||
| 15169 |
Enables running arbitrary JavaScript code in isolated Docker containers with on…
|
F 30 5⁄4 | ||||||||
| 15170 |
Integration between Model Context Protocol (MCP) and Facebook's iOS Development…
|
F 30 5⁄5 | ||||||||
| 15171 |
Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON file…
|
F 30 5⁄5 | ||||||||
| 15172 |
Enables enterprise document retrieval using graph-based reasoning and knowledge…
|
F 30 5⁄4 | ||||||||
| 15173 |
Provides AI-powered code intelligence for any codebase using local LLMs and vec…
|
F 30 5⁄4 | ||||||||
| 15174 |
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
|
F 30 5⁄4 | ||||||||
| 15175 |
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
|
F 30 5⁄5 | ||||||||
| 15176 |
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
|
F 30 5⁄5 | ||||||||
| 15177 |
Your comprehensive AI companion for building modern Next.js applications with R…
|
F 30 6⁄6 | ||||||||
| 15178 |
supercollider-mcp
|
F 30 5⁄5 | ||||||||
| 15179 |
A self-hosted MCP server that crawls, indexes, and searches documentation from …
|
F 30 5⁄4 | ||||||||
| 15180 |
This MCP server provides a tool to generate manual test cases in Markdown or CS…
|
F 30 5⁄5 | ||||||||
| 15181 |
Integrates with the AgentCraft framework to enable secure communication and dat…
|
F 30 5⁄4 | ||||||||
| 15182 |
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
|
F 30 5⁄5 | ||||||||
| 15183 |
An AI-powered FastMCP server tool that automates the process of planning tasks,…
|
F 30 5⁄5 | ||||||||
| 15184 |
Enables searching and downloading court documents, listing cases, and retrievin…
|
F 30 6⁄6 | ||||||||
| 15185 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
|
F 30 5⁄5 | ||||||||
| 15186 |
A Python MCP server that enables semantic search through Search Labs blog posts…
|
F 30 5⁄5 | ||||||||
| 15187 |
Enables management of Google Cloud Dataproc clusters and jobs through 22 produc…
|
F 30 5⁄5 | ||||||||
| 15188 |
Enables AI assistants to save and search bookmarks with semantic search using O…
|
F 30 5⁄4 | ||||||||
| 15189 |
Unifies glossary lookup, composition design and validation, certification prepa…
|
F 30 5⁄5 | ||||||||
| 15190 |
A server that connects MCP clients (Claude, Cursor, Windsurf, etc.) to EventCat…
|
F 30 6⁄6 | ||||||||
| 15191 |
Provides access to OpenSincera API for retrieving digital advertising publisher…
|
F 30 5⁄5 | ||||||||
| 15192 |
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
|
F 30 6⁄4 | ||||||||
| 15193 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
|
F 30 6⁄6 | ||||||||
| 15194 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15195 |
A Model Context Protocol server that allows AI assistants like Claude and Curso…
|
F 30 5⁄4 | ||||||||
| 15196 |
Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks…
|
F 30 5⁄5 | ||||||||
| 15197 |
Human-in-the-loop approvals and notifications for AI agents via WhatsApp. Enabl…
|
F 30 5⁄4 | ||||||||
| 15198 |
Enables natural language database operations and semantic document search throu…
|
F 30 5⁄4 | ||||||||
| 15199 |
Get the LaTeX source of arXiv papers to handle mathematical content and equatio…
|
F 30 5⁄5 | ||||||||
| 15200 |
Interact with the Discord platform.
|
F 30 5⁄5 | ||||||||