MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15851 |
Explore French communes and cadastral parcels based on name and surface
|
F 30 5⁄5 | ||||||||
| 15852 |
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
|
F 30 5⁄5 | ||||||||
| 15853 |
An MCP server that enables LLMs to autonomously reverse engineer applications t…
|
F 30 5⁄4 | ||||||||
| 15854 |
An MCP server that enables communication with users through Telegram. This serv…
|
F 30 5⁄5 | ||||||||
| 15855 |
An MCP server that enables users to review and refine AI outputs through a loca…
|
F 30 5⁄4 | ||||||||
| 15856 |
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
|
F 30 5⁄4 | ||||||||
| 15857 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
|
F 30 6⁄6 | ||||||||
| 15858 |
MCP proxy server with lazy loading support - reduces context usage through on…
|
F 30 5⁄4 | ||||||||
| 15859 |
Enables automated content generation and scheduling for Instagram and Pinterest…
|
F 30 5⁄5 | ||||||||
| 15860 |
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
|
F 30 6⁄6 | ||||||||
| 15861 |
A set of tools for working with Omilia Cloud Platform that helps manage miniapp…
|
F 30 5⁄5 | ||||||||
| 15862 |
A lightweight and modular framework for building MCP-based file management syst…
|
F 30 5⁄5 | ||||||||
| 15863 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
F 30 5⁄5 | ||||||||
| 15864 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||
| 15865 |
This repository contains hands-on projects, code examples, and deployment workf…
|
F 30 5⁄4 | ||||||||
| 15866 |
A powerful, self-extending MCP server for dynamic AI tool orchestration. Featur…
|
F 30 5⁄4 | ||||||||
| 15867 |
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenu…
|
F 30 6⁄6 | ||||||||
| 15868 |
Enables AI agents to perform secure Salesforce Lead management operations inclu…
|
F 30 5⁄5 | ||||||||
| 15869 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
F 30 5⁄5 | ||||||||
| 15870 |
An MCP server that aggregates live governance proposals from major DAOs.
|
F 30 5⁄5 | ||||||||
| 15871 |
A Model Context Protocol server that integrates Wireshark's network analysis ca…
|
F 30 5⁄4 | ||||||||
| 15872 |
This MCP server enables the generation of structured fitness content, including…
|
F 30 5⁄5 | ||||||||
| 15873 |
A server implementation for interacting with Wikidata API using the Model Conte…
|
F 30 5⁄5 | ||||||||
| 15874 |
|
F 30 5⁄4 | ||||||||
| 15875 |
An MCP server that enables users to fetch Python documentation using the Brave …
|
F 30 5⁄5 | ||||||||
| 15876 |
Enables intelligent code analysis and debugging through the Perplexity AI's API…
|
F 30 5⁄5 | ||||||||
| 15877 |
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
|
F 30 5⁄4 | ||||||||
| 15878 |
Enables AI models to find the best online deals by browsing and interacting wit…
|
F 30 5⁄5 | ||||||||
| 15879 |
A multi-purpose MCP server that enables Reddit research for market validation, …
|
F 30 5⁄5 | ||||||||
| 15880 |
MCP relay server for Claude Desktop <-> Claude Code communication
|
F 30 5⁄4 | ||||||||
| 15881 |
Scaffold production-ready MCP servers in seconds
|
F 30 5⁄4 | ||||||||
| 15882 |
Enables seamless real-time collaboration between Claude Code and the Gemini CLI…
|
F 30 5⁄4 | ||||||||
| 15883 |
An unofficial MCP server that integrates with the Questrade API to provide acce…
|
F 30 5⁄5 | ||||||||
| 15884 |
Provides dad jokes in multiple styles and topics through prompts and tools, inc…
|
F 30 5⁄5 | ||||||||
| 15885 |
An MCP server that exposes the Jesse algorithmic trading framework's capabiliti…
|
F 30 5⁄4 | ||||||||
| 15886 |
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
|
F 30 5⁄4 | ||||||||
| 15887 |
Transform your terminal into an intelligent AI workspace with autonomous tool-c…
|
F 30 5⁄4 | ||||||||
| 15888 |
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
|
F 30 5⁄4 | ||||||||
| 15889 |
A versatile tool that enables querying and exporting data from multiple relatio…
|
F 30 5⁄5 | ||||||||
| 15890 |
AI-powered brand identity generation via MCP with design tokens, typography, an…
|
F 30 5⁄4 | ||||||||
| 15891 |
An MCP server that interfaces with Google NotebookLM to enable autonomous acade…
|
F 30 5⁄5 | ||||||||
| 15892 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
F 30 5⁄5 | ||||||||
| 15893 |
An AI-powered tool that transforms natural language specifications into structu…
|
F 30 6⁄6 | ||||||||
| 15894 |
Provides a structured documentation system for context preservation in AI assis…
|
F 30 5⁄5 | ||||||||
| 15895 |
Hand off conversation context between Claude Desktop projects and across MCP cl…
|
F 30 5⁄4 | ||||||||
| 15896 |
A comprehensive MCP server that enables LLMs to explore and interact with the F…
|
F 30 5⁄4 | ||||||||
| 15897 |
|
F 30 5⁄4 | ||||||||
| 15898 |
An MCP server that provides a tool to extract text content from local PDF files…
|
F 30 5⁄4 | ||||||||
| 15899 |
A semantic router that provides unified access to multiple MCP servers through …
|
F 30 5⁄5 | ||||||||
| 15900 |
Provides AI coding assistant rules and guidelines for Bürokratt modules, includ…
|
F 30 5⁄5 | ||||||||