MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13551 |
Provides a moby-like random name generator through the MCP interface for genera…
|
C 57 5⁄5 | ||||||||
| 13552 |
APT Analysis MCP Server
Claim
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
|
C 57 5⁄4 | ||||||||
| 13553 |
SSH MCP Server
Claim
Enables AI assistants to securely execute shell commands on local machines thro…
|
C 57 5⁄4 | ||||||||
| 13554 |
putput-mcp
Claim
File uploads for AI agents. Upload, list, and manage files. No signup required.
|
C 57 6⁄6 | ||||||||
| 13555 |
Pybricks RAG Assistant
Claim
Enables beginner-friendly Python and Pybricks development support through RAG-p…
|
C 57 5⁄5 | ||||||||
| 13556 |
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
|
C 57 5⁄5 | ||||||||
| 13557 |
A Model Context Protocol server that enables AI language models like Claude to …
|
C 57 5⁄5 | ||||||||
| 13558 |
An MCP server that provides weather information
|
C 57 5⁄4 | ||||||||
| 13559 |
A Model Context Protocol (MCP) server implementation that uses Server-Sent Even…
|
C 57 5⁄5 | ||||||||
| 13560 |
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
|
C 57 5⁄5 | ||||||||
| 13561 |
An educational MCP server example built with FastMCP that demonstrates how to e…
|
C 57 5⁄4 | ||||||||
| 13562 |
chat-nextjs-mcp-client
Claim
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
|
C 57 6⁄4 | ||||||||
| 13563 |
A Model Context Protocol server that provides real-time weather data to AI clie…
|
C 57 5⁄4 | ||||||||
| 13564 |
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
|
C 57 5⁄5 | ||||||||
| 13565 |
fetch the latest channels messages chat
|
C 57 5⁄5 | ||||||||
| 13566 |
Enables creating and managing text notes through MCP resources and tools. Provi…
|
C 57 5⁄4 | ||||||||
| 13567 |
Enables sending messages and scheduling reminders through multiple platforms in…
|
C 57 5⁄5 | ||||||||
| 13568 |
A Model Context Protocol server that provides contextual Oracle database schema…
|
C 57 5⁄5 | ||||||||
| 13569 |
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
|
C 57 5⁄5 | ||||||||
| 13570 |
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
|
C 57 5⁄5 | ||||||||
| 13571 |
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
|
C 57 6⁄6 | ||||||||
| 13572 |
An MCP server that integrates with Microsoft Copilot Studio to deliver random j…
|
C 57 5⁄5 | ||||||||
| 13573 |
A Model Completion Prompt (MCP) plugin that allows users to create events in Go…
|
C 57 5⁄5 | ||||||||
| 13574 |
A Model Context Protocol server that provides tools for Xcode-related operation…
|
C 57 5⁄4 | ||||||||
| 13575 |
Granola MCP Server
Claim
Enables access to Granola meeting notes through OAuth authentication, allowing …
|
C 57 6⁄6 | ||||||||
| 13576 |
Academic MCP Server
Claim
Enables AI assistants to search across multiple academic databases (PubMed, arX…
|
C 57 5⁄5 | ||||||||
| 13577 |
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 57 5⁄5 | ||||||||
| 13578 |
A high-performance MCP server that connects tools like Cursor to Elasticsearch …
|
C 57 5⁄5 | ||||||||
| 13579 |
Provides powerful data analysis capabilities for AI systems with functions for …
|
C 57 5⁄5 | ||||||||
| 13580 |
An MCP server that enables AI agents to search and retrieve messages within a S…
|
C 57 5⁄5 | ||||||||
| 13581 |
A Model Context Protocol server that enables LLMs to extract and use content fr…
|
C 57 5⁄4 | ||||||||
| 13582 |
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
|
C 57 5⁄5 | ||||||||
| 13583 |
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
|
C 57 5⁄5 | ||||||||
| 13584 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 57 6⁄6 | ||||||||
| 13585 |
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
|
C 57 5⁄5 | ||||||||
| 13586 |
Enables interaction with the World Air Quality Index to fetch real-time air qua…
|
C 57 6⁄6 | ||||||||
| 13587 |
Provide a simple MCP server with a greeting tool to enable interactive developm…
|
C 57 5⁄4 | ||||||||
| 13588 |
A Model Context Protocol tool that provides weather information for cities, wit…
|
C 57 5⁄4 | ||||||||
| 13589 |
A Model Context Protocol server designed to facilitate Nextflow development and…
|
C 57 5⁄4 | ||||||||
| 13590 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 57 5⁄5 | ||||||||
| 13591 |
A server that converts Allure test reports into LLM-friendly formats, enabling …
|
C 57 5⁄5 | ||||||||
| 13592 |
Enables AI assistants to query Salesforce data including retrieving accounts by…
|
C 57 5⁄5 | ||||||||
| 13593 |
A Model Context Protocol server that enables users to execute arbitrary shell c…
|
C 57 5⁄4 | ||||||||
| 13594 |
A demonstration MCP server providing basic tools for returning greetings and pe…
|
C 57 5⁄4 | ||||||||
| 13595 |
Flight price comparison MCP server. Search multiple booking sources to find bet…
|
C 57 6⁄4 | ||||||||
| 13596 |
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
|
C 57 5⁄4 | ||||||||
| 13597 |
Amadeus Agent
Claim
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
|
C 57 5⁄4 | ||||||||
| 13598 |
Enables AI-powered music composition and control for REAPER DAW through OSC and…
|
C 57 5⁄4 | ||||||||
| 13599 |
MCP_Basics
Claim
A crash course for Python developers on building and integrating Model Context …
|
C 57 5⁄4 | ||||||||
| 13600 |
A Model Context Protocol server that enables monitoring and remote control of N…
|
C 57 5⁄5 | ||||||||