MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 2 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25201 |
This MCP (Model Context Protocol) Server provides a communication interface for…
|
F 30 4⁄3 | ||||||||
| 25202 |
A Model Context Protocol server that wraps the official Obsidian CLI to allow A…
|
F 30 4⁄3 | ||||||||
| 25203 |
A comprehensive MCP server providing an interface to MoviePy for professional-g…
|
F 30 4⁄4 | ||||||||
| 25204 |
Provides voice notifications using Grok's text-to-speech API to alert users whe…
|
F 30 4⁄4 | ||||||||
| 25205 |
This server provides an API to query Large Language Models using context from l…
|
F 30 4⁄3 | ||||||||
| 25206 |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
|
F 30 4⁄3 | ||||||||
| 25207 |
This is an MCP server used for querying books, and it can be applied in common …
|
F 30 4⁄4 | ||||||||
| 25208 |
A Docker-containerized MCP proxy that provides AI image generation, text genera…
|
F 30 4⁄4 | ||||||||
| 25209 |
A TypeScript-based server that enables programmatic management of pseudo-termin…
|
F 30 4⁄3 | ||||||||
| 25210 |
Add Obsidian integrations like semantic search and custom Templater prompts to …
|
F 30 4⁄3 | ||||||||
| 25211 |
MCP Expr Lang
|
F 30 4⁄3 | ||||||||
| 25212 |
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
|
F 30 4⁄3 | ||||||||
| 25213 |
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, …
|
F 30 4⁄3 | ||||||||
| 25214 |
Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databa…
|
F 30 4⁄3 | ||||||||
| 25215 |
Enables AI agents to securely read and write data to an Atomic CRM instance via…
|
F 30 4⁄4 | ||||||||
| 25216 |
Browser automation for web scraping and interaction
|
F 30 4⁄3 | ||||||||
| 25217 |
A FastAPI-based Model Context Protocol server that exposes herd data through a …
|
F 30 4⁄4 | ||||||||
| 25218 |
An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud servic…
|
F 30 4⁄4 | ||||||||
| 25219 |
Enables AI assistants to access educational domain tools including grading, cog…
|
F 30 4⁄4 | ||||||||
| 25220 |
Enables users to interact with GitHub's Projects v2 API through natural languag…
|
F 30 4⁄4 | ||||||||
| 25221 |
Provides access to journal partition tables, impact factors, and warning lists …
|
F 30 4⁄4 | ||||||||
| 25222 |
MCP server for the SynergyAge database of synergistic and antagonistic genetic …
|
F 30 4⁄4 | ||||||||
| 25223 |
A VSCode extension that provides MCP tools for AI assistants to programmaticall…
|
F 30 4⁄3 | ||||||||
| 25224 |
Provides intelligent access to local music collections through advanced metadat…
|
F 30 4⁄4 | ||||||||
| 25225 |
MCP Server for kubernetes management, and analyze your cluster, application hea…
|
F 30 4⁄4 | ||||||||
| 25226 |
A simple GUI for managing MCP servers, for easy toggle mcp servers.
|
F 30 4⁄3 | ||||||||
| 25227 |
Provides comprehensive access to Salesforce B2C Commerce Cloud development tool…
|
F 30 4⁄3 | ||||||||
| 25228 |
An AI-powered Model Context Protocol server for Claude Code that provides code …
|
F 30 4⁄4 | ||||||||
| 25229 |
Standalone Roblox Studio MCP Server
|
F 30 4⁄3 | ||||||||
| 25230 |
|
F 30 4⁄3 | ||||||||
| 25231 |
Enables monitoring and querying of telecom performance management (PM) counters…
|
F 30 4⁄4 | ||||||||
| 25232 |
Provides a natural language interface for querying and managing PostgreSQL, MyS…
|
F 30 4⁄4 | ||||||||
| 25233 |
Bridges the WhatsApp HTTP API with AI assistants to enable full control over me…
|
F 30 4⁄4 | ||||||||
| 25234 |
An intentionally vulnerable case management system designed for security traini…
|
F 25 4⁄4 | ||||||||
| 25235 |
An auto-generated MCP server that interfaces with Google's Playable Locations A…
|
F 25 4⁄4 | ||||||||
| 25236 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deeps…
|
F 25 4⁄3 | ||||||||
| 25237 |
A Model Context Protocol server plugin for SiYuan note-taking application that …
|
F 25 4⁄3 | ||||||||
| 25238 |
Enables seamless interaction with Odoo instances through the Model Context Prot…
|
F 25 4⁄4 | ||||||||
| 25239 |
A WhatsApp bot that can participate in group conversations, powered by AI. The …
|
F 25 4⁄3 | ||||||||
| 25240 |
MCP server for the Lexware Office API that enables management of invoices, cont…
|
F 25 4⁄3 | ||||||||
| 25241 |
Enables AI assistants to interact with the PEX Card External API to manage busi…
|
F 25 4⁄4 | ||||||||
| 25242 |
A server based on Model Context Protocol (MCP), providing a standardized interf…
|
F 25 4⁄3 | ||||||||
| 25243 |
MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to…
|
F 25 4⁄4 | ||||||||
| 25244 |
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: …
|
F 25 4⁄3 | ||||||||
| 25245 |
Access and manage your CRM data seamlessly with 100+ tools in our HubSpot MCP i…
|
F 25 4⁄4 | ||||||||
| 25246 |
A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints …
|
F 25 4⁄4 | ||||||||
| 25247 |
The most powerful Android RPA agent framework, next generation mobile automati…
|
F 25 4⁄3 | ||||||||
| 25248 |
An MCP server that provides tools for scanning and extracting data from QR code…
|
F 25 4⁄4 | ||||||||
| 25249 |
All Voice Lab MCP Server
|
F 25 4⁄4 | ||||||||
| 25250 |
A Modular Command-line Program for fetching and filtering NFL transaction data,…
|
F 25 4⁄3 | ||||||||