MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13651 |
A Model Context Protocol server that provides tools for Xcode-related operation…
|
C 57 5⁄4 | ||||||||
| 13652 |
An MCP server that integrates with Microsoft Copilot Studio to deliver random j…
|
C 57 5⁄5 | ||||||||
| 13653 |
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
|
C 57 5⁄5 | ||||||||
| 13654 |
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
|
C 57 5⁄4 | ||||||||
| 13655 |
Enables basic mathematical operations through MCP protocol with add and multipl…
|
C 57 5⁄5 | ||||||||
| 13656 |
An MCP server that provides weather information
|
C 57 5⁄4 | ||||||||
| 13657 |
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
|
C 57 6⁄6 | ||||||||
| 13658 |
A Model Context Protocol tool that provides weather information for cities, wit…
|
C 57 5⁄4 | ||||||||
| 13659 |
Enables interaction with the World Air Quality Index to fetch real-time air qua…
|
C 57 6⁄6 | ||||||||
| 13660 |
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
|
C 57 5⁄5 | ||||||||
| 13661 |
Pybricks RAG Assistant
Claim
Enables beginner-friendly Python and Pybricks development support through RAG-p…
|
C 57 5⁄5 | ||||||||
| 13662 |
APT Analysis MCP Server
Claim
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
|
C 57 5⁄4 | ||||||||
| 13663 |
putput-mcp
Claim
File uploads for AI agents. Upload, list, and manage files. No signup required.
|
C 57 6⁄6 | ||||||||
| 13664 |
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 57 5⁄5 | ||||||||
| 13665 |
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
|
C 57 5⁄5 | ||||||||
| 13666 |
Provide a simple MCP server with a greeting tool to enable interactive developm…
|
C 57 5⁄4 | ||||||||
| 13667 |
A Model Context Protocol (MCP) server implementation that uses Server-Sent Even…
|
C 57 5⁄5 | ||||||||
| 13668 |
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
|
C 57 5⁄5 | ||||||||
| 13669 |
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
|
C 57 6⁄6 | ||||||||
| 13670 |
Enables AI-powered music composition and control for REAPER DAW through OSC and…
|
C 57 5⁄4 | ||||||||
| 13671 |
Provides powerful data analysis capabilities for AI systems with functions for …
|
C 57 5⁄5 | ||||||||
| 13672 |
A Model Context Protocol server that enables users to execute arbitrary shell c…
|
C 57 5⁄4 | ||||||||
| 13673 |
Demonstrates custom MCP servers for math and weather operations, enabling multi…
|
C 57 5⁄4 | ||||||||
| 13674 |
An MCP server that enables AI agents to search and retrieve messages within a S…
|
C 57 5⁄5 | ||||||||
| 13675 |
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
|
C 57 5⁄5 | ||||||||
| 13676 |
SSH MCP Server
Claim
Enables AI assistants to securely execute shell commands on local machines thro…
|
C 57 5⁄4 | ||||||||
| 13677 |
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
|
C 57 5⁄5 | ||||||||
| 13678 |
A server that integrates Linear's project management system with the Model Cont…
|
C 57 6⁄4 | ||||||||
| 13679 |
Flight price comparison MCP server. Search multiple booking sources to find bet…
|
C 57 6⁄4 | ||||||||
| 13680 |
A high-performance MCP server that connects tools like Cursor to Elasticsearch …
|
C 57 5⁄5 | ||||||||
| 13681 |
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
|
C 57 5⁄4 | ||||||||
| 13682 |
A Model Context Protocol server designed to facilitate Nextflow development and…
|
C 57 5⁄4 | ||||||||
| 13683 |
Connect to any MCP servers using agents
|
C 56 6⁄4 | ||||||||
| 13684 |
An MCP server that enables LLMs to retrieve structured network information, inc…
|
C 56 5⁄5 | ||||||||
| 13685 |
A multi-tool AI assistant system that uses Model Context Protocol to connect la…
|
C 56 5⁄5 | ||||||||
| 13686 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13687 |
An MCP server that enables users to generate summaries of YouTube videos in mul…
|
C 56 6⁄6 | ||||||||
| 13688 |
Enables AI assistants to play, analyze, and track chess games with full rule va…
|
C 56 5⁄5 | ||||||||
| 13689 |
AI that remembers. Local-first cross-session, cross-project long-term memory fo…
|
C 56 5⁄5 | ||||||||
| 13690 |
PDF download, view & manipulation utilities.
|
C 56 5⁄4 | ||||||||
| 13691 |
Provides an MCP server for scraping and retrieving data from GitHub Projects, i…
|
C 56 5⁄5 | ||||||||
| 13692 |
HexStrike AI MCP Server
Claim
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
|
C 56 5⁄5 | ||||||||
| 13693 |
A management tool for Alibaba Cloud Message Service (MNS) implemented through t…
|
C 56 5⁄5 | ||||||||
| 13694 |
A Model Context Protocol server that enables programmatic querying of Azure res…
|
C 56 5⁄5 | ||||||||
| 13695 |
A lightweight FastMCP server that enables language models to discover, clone, t…
|
C 56 5⁄5 | ||||||||
| 13696 |
Polymarket MCP Server
Claim
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
|
C 56 5⁄5 | ||||||||
| 13697 |
A simple blog API service built with FastMCP that allows users to fetch all blo…
|
C 56 5⁄4 | ||||||||
| 13698 |
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
|
C 56 6⁄4 | ||||||||
| 13699 |
A modular command processor server that enables interaction with GitHub's REST …
|
C 56 5⁄5 | ||||||||
| 13700 |
Provides AI assistants with intelligent access to ML textbook content for creat…
|
C 56 5⁄5 | ||||||||