MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15851 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
F 30 5⁄5 | ||||||||
| 15852 |
A Model Context Protocol server that enables monitoring and analysis of Precisi…
|
F 30 5⁄4 | ||||||||
| 15853 |
Enables processing of Excel, Word, and PDF documents through reading, writing, …
|
F 30 5⁄4 | ||||||||
| 15854 |
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
|
F 30 5⁄4 | ||||||||
| 15855 |
Enables semantic search and insight extraction across Granola meeting notes, ca…
|
F 30 5⁄4 | ||||||||
| 15856 |
A secure Model Context Protocol server that provides tools for calculating Fibo…
|
F 30 5⁄4 | ||||||||
| 15857 |
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
|
F 30 5⁄5 | ||||||||
| 15858 |
Enables AI assistants to manage StashDog inventory through natural language com…
|
F 30 5⁄5 | ||||||||
| 15859 |
Provides OCR services powered by Google's Gemini API to extract text from image…
|
F 30 5⁄5 | ||||||||
| 15860 |
A bridge server that connects MCP-compatible clients to the OpenClaw (Jarvis) A…
|
F 30 5⁄5 | ||||||||
| 15861 |
A server that connects Claude to your documentation via Inkeep's API, enabling …
|
F 30 5⁄5 | ||||||||
| 15862 |
A multi-agent framework that models complex social systems through a coordinate…
|
F 30 5⁄5 | ||||||||
| 15863 |
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
|
F 30 5⁄5 | ||||||||
| 15864 |
Enables text-to-image generation, style transfer, background removal, and autom…
|
F 30 5⁄5 | ||||||||
| 15865 |
A robust Model Context Protocol server for managing todos with capabilities for…
|
F 30 5⁄5 | ||||||||
| 15866 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
F 30 5⁄5 | ||||||||
| 15867 |
Enables users to query both structured and unstructured data in Snowflake using…
|
F 30 5⁄4 | ||||||||
| 15868 |
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
|
F 30 6⁄6 | ||||||||
| 15869 |
A starter project designed to help developers quickly build and deploy Model Co…
|
F 30 5⁄4 | ||||||||
| 15870 |
MCP server that helps AI models understand Vite/Nuxt applications better, avail…
|
F 30 5⁄4 | ||||||||
| 15871 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
|
F 30 5⁄5 | ||||||||
| 15872 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 15873 |
A proxy MCP server that manages multiple upstream MCP servers by grouping them …
|
F 30 5⁄4 | ||||||||
| 15874 |
Crawl, embed, chunk, search, and retrieve information from datasets through [Tr…
|
F 30 5⁄5 | ||||||||
| 15875 |
AI-powered design and management for Webflow Sites
|
F 30 6⁄6 | ||||||||
| 15876 |
Enables search capabilities using a Google Custom Search Engine, allowing users…
|
F 30 5⁄5 | ||||||||
| 15877 |
Enables secure interactions with cryptocurrency daemon RPC interfaces through A…
|
F 30 5⁄5 | ||||||||
| 15878 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 15879 |
WooCommerce MCP Server — WordPress community plugin implementing the Model Cont…
|
F 30 5⁄4 | ||||||||
| 15880 |
Serves prompt templates through a standardized protocol for transforming basic …
|
F 30 5⁄5 | ||||||||
| 15881 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 15882 |
One MCP connection for all your tools — with discovery, namespacing, and execut…
|
F 30 5⁄4 | ||||||||
| 15883 |
Enables AI assistants to search YouTube Music, manage playlists, and create sma…
|
F 30 5⁄5 | ||||||||
| 15884 |
Providing real-time and historical Crypto Fear & Greed Index data.
|
F 30 5⁄5 | ||||||||
| 15885 |
Enables interaction with macOS Reminders app through AppleScript, allowing user…
|
F 30 5⁄4 | ||||||||
| 15886 |
An AI-powered job recommender built on the Model Context Protocol that provides…
|
F 30 5⁄5 | ||||||||
| 15887 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 15888 |
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
|
F 30 5⁄5 | ||||||||
| 15889 |
Provides AI-powered selection and generation of specialized system prompts from…
|
F 30 5⁄5 | ||||||||
| 15890 |
Enables querying WolframAlpha's LLM API for natural language questions, providi…
|
F 30 5⁄5 | ||||||||
| 15891 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
|
F 30 5⁄4 | ||||||||
| 15892 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15893 |
Cashfree MCP server for cashfree docs and APIs
|
F 30 5⁄5 | ||||||||
| 15894 |
Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler …
|
F 30 5⁄5 | ||||||||
| 15895 |
A Model Context Protocol server that enables generating and executing Elisp cod…
|
F 30 5⁄4 | ||||||||
| 15896 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15897 |
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
|
F 30 6⁄6 | ||||||||
| 15898 |
Read jira data via JQL and api and execute requests to create and edit tickets.
|
F 30 5⁄5 | ||||||||
| 15899 |
An MCP server that provides native Discord tools for Claude Code, enabling bidi…
|
F 30 5⁄5 | ||||||||
| 15900 |
Enable AI assistants to interact directly with Bitcoin Ordinals inscriptions. S…
|
F 30 5⁄5 | ||||||||