MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25201 |
A persistent memory server that implements a local knowledge graph using the Ku…
|
F 30 4⁄3 | ||||||||
| 25202 |
A foundation layer for building production-grade Model Context Protocol (MCP) s…
|
F 30 4⁄3 | ||||||||
| 25203 |
MCP server providing OpenAI/Perplexity-like autonomous deep research, structure…
|
F 30 4⁄4 | ||||||||
| 25204 |
A server providing text-to-speech and speech-to-text functionalities using Wind…
|
F 30 4⁄3 | ||||||||
| 25205 |
Persistent intelligence infrastructure for agentic development that gives AI co…
|
F 30 4⁄3 | ||||||||
| 25206 |
My personal Claude Code and OpenAI Codex setup with battle-tested skills, comma…
|
F 30 4⁄3 | ||||||||
| 25207 |
MCP Expr Lang
|
F 30 4⁄3 | ||||||||
| 25208 |
This server provides an API to query Large Language Models using context from l…
|
F 30 4⁄3 | ||||||||
| 25209 |
Provides 12 tools to query South Korean building register data, including title…
|
F 30 4⁄3 | ||||||||
| 25210 |
A demonstration tool that showcases potential security attack vectors against M…
|
F 30 4⁄3 | ||||||||
| 25211 |
Embeds an MCP server directly within Obsidian to provide applications with stre…
|
F 30 4⁄3 | ||||||||
| 25212 |
Infrastructure Auto Provisioner
|
F 30 4⁄4 | ||||||||
| 25213 |
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, …
|
F 30 4⁄3 | ||||||||
| 25214 |
An advanced management platform that integrates FastAPI and React TypeScript, p…
|
F 30 4⁄4 | ||||||||
| 25215 |
Enables management and querying of multiple MySQL databases through natural lan…
|
F 30 4⁄4 | ||||||||
| 25216 |
Summarize academic papers by uploading PDFs or providing PDF URLs to get concis…
|
F 30 4⁄3 | ||||||||
| 25217 |
Enable question answering workflows with a simple agent setup. Facilitate autom…
|
F 30 4⁄3 | ||||||||
| 25218 |
Manage, explore, transform and join data in Kafka topics across multiple cluste…
|
F 30 4⁄3 | ||||||||
| 25219 |
Enables AI agents to control Minecraft bots via natural language commands by br…
|
F 30 4⁄4 | ||||||||
| 25220 |
Integrate with Docker to manage containers, images, volumes, and networks.
|
F 30 4⁄3 | ||||||||
| 25221 |
A TypeScript-based server that enables programmatic management of pseudo-termin…
|
F 30 4⁄3 | ||||||||
| 25222 |
Easy and stylish presentation slide generator.
|
F 30 4⁄3 | ||||||||
| 25223 |
Enables programmatic interaction with Expo/React Native projects and EAS (Expo …
|
F 30 4⁄4 | ||||||||
| 25224 |
Automatically generates typed React hooks for Next.js projects by crawling API …
|
F 30 4⁄3 | ||||||||
| 25225 |
The most powerful MCP server for Slack Workspaces.
|
F 30 4⁄4 | ||||||||
| 25226 |
Bridges the WhatsApp HTTP API with AI assistants to enable full control over me…
|
F 30 4⁄4 | ||||||||
| 25227 |
Persistent memory system for AI coding assistants. Captures decisions, learning…
|
F 30 4⁄3 | ||||||||
| 25228 |
Talk to your SaaS tools including HubSpot, Salesforce, and more
|
F 30 4⁄4 | ||||||||
| 25229 |
A list of open-source AI projects you can use to generate income easily.
|
F 30 4⁄3 | ||||||||
| 25230 |
Enables users to create professional React-powered videos through Claude Deskto…
|
F 30 4⁄3 | ||||||||
| 25231 |
A lightweight, AI-native server that enables GPT-based AI agents to fetch real-…
|
F 30 4⁄4 | ||||||||
| 25232 |
A Model Context Protocol server that wraps the official Obsidian CLI to allow A…
|
F 30 4⁄3 | ||||||||
| 25233 |
A comprehensive Model Context Protocol server for advanced code analysis that p…
|
F 30 4⁄4 | ||||||||
| 25234 |
Update, create, delete content, content-models and assets in your Contentful Sp…
|
F 30 4⁄3 | ||||||||
| 25235 |
MCP server to interact with the Discogs API
|
F 25 4⁄4 | ||||||||
| 25236 |
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, Vir…
|
F 25 4⁄4 | ||||||||
| 25237 |
A Model Context Protocol server for creating, updating, and querying semantic r…
|
F 25 4⁄4 | ||||||||
| 25238 |
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
|
F 25 4⁄4 | ||||||||
| 25239 |
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
|
F 25 4⁄4 | ||||||||
| 25240 |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
|
F 25 4⁄3 | ||||||||
| 25241 |
A portable, Dockerized Python tool that implements Model Context Protocol for a…
|
F 25 4⁄3 | ||||||||
| 25242 |
Bridges Notion custom agents with Claude Code to automate bug reproduction and …
|
F 25 4⁄4 | ||||||||
| 25243 |
Provides persistent, intelligent memory using Elasticsearch with hierarchical c…
|
F 25 4⁄3 | ||||||||
| 25244 |
Enables natural language task management with Todoist, supporting tasks, projec…
|
F 25 4⁄4 | ||||||||
| 25245 |
Non-custodial Solana swap & limit order engine for AI agents.
|
F 25 4⁄3 | ||||||||
| 25246 |
A web browser automation server that allows AI assistants to control Chrome wit…
|
F 25 4⁄3 | ||||||||
| 25247 |
An MCP server plugin for the Tabby Terminal that enables AI assistants to execu…
|
F 25 4⁄3 | ||||||||
| 25248 |
A collection of tools for interacting with Jira via the Model Context Protocol,…
|
F 25 4⁄4 | ||||||||
| 25249 |
An MCP server to communicate with the App Store Connect API for iOS Developers
|
F 25 4⁄3 | ||||||||
| 25250 |
A Model Context Protocol server plugin for SiYuan note-taking application that …
|
F 25 4⁄3 | ||||||||