MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11601 |
Toolrank
Claim
# ToolRank MCP Server
Score and optimize MCP tool definitions for AI agent dis…
|
C 63 5⁄5 | ||||||||
| 11602 |
Enables natural language exploration and management of Volcengine TOS storage, …
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C 63 5⁄5 | ||||||||
| 11603 |
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
|
C 63 5⁄5 | ||||||||
| 11604 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
|
C 63 5⁄5 | ||||||||
| 11605 |
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
|
C 63 5⁄4 | ||||||||
| 11606 |
Enables AI assistants to interact with B\&R Automation Studio projects by build…
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C 63 5⁄4 | ||||||||
| 11607 |
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
|
C 63 5⁄5 | ||||||||
| 11608 |
Enables users to search and query information about military service alternativ…
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C 63 5⁄5 | ||||||||
| 11609 |
Logaflow
Claim
Enhance your applications with real-time logging and monitoring capabilities. S…
|
C 63 5⁄4 | ||||||||
| 11610 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11611 |
OneSignal MCP Server
Claim
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
|
C 63 5⁄5 | ||||||||
| 11612 |
Get up-to-date, version-specific documentation and code examples from official …
|
C 63 6⁄6 | ||||||||
| 11613 |
MCP Docs Server
Claim
Provides direct access to local documentation files through simple search and o…
|
C 63 5⁄4 | ||||||||
| 11614 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
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C 63 5⁄5 | ||||||||
| 11615 |
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
|
C 63 5⁄4 | ||||||||
| 11616 |
A Model Context Protocol server that enables LLMs to securely interact with Ale…
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C 63 5⁄5 | ||||||||
| 11617 |
Enables RNA structure analysis, sequence evaluation, and inverse design using g…
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C 63 5⁄4 | ||||||||
| 11618 |
Enables web search capabilities through the Tavily API via the Model Context Pr…
|
C 63 5⁄5 | ||||||||
| 11619 |
Enables web browser automation through Playwright, providing tools for navigati…
|
C 63 5⁄5 | ||||||||
| 11620 |
Enables users to run and manage BBOT security scans through the MCP interface. …
|
C 63 5⁄5 | ||||||||
| 11621 |
MCPServe
Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
|
C 63 5⁄5 | ||||||||
| 11622 |
n8n
Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
|
C 63 6⁄6 | ||||||||
| 11623 |
A tool that lets users access Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11624 |
A Docker-based MCP server that provides current weather information for cities …
|
C 63 5⁄5 | ||||||||
| 11625 |
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
|
C 63 5⁄5 | ||||||||
| 11626 |
A local Retrieval-Augmented Generation system that enables users to ingest mark…
|
C 63 5⁄4 | ||||||||
| 11627 |
Dynamically creates an MCP server from ServiceStack API metadata configuration …
|
C 63 6⁄6 | ||||||||
| 11628 |
Integrates the Planning Center Online API with an MCP server to enable natural …
|
C 63 5⁄5 | ||||||||
| 11629 |
Enables flight and airport search capabilities through Skyscanner, allowing use…
|
C 63 5⁄5 | ||||||||
| 11630 |
py-mcp-qdrant-rag
Claim
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
|
C 63 5⁄5 | ||||||||
| 11631 |
A Model Context Protocol server that enables efficient management of GitHub iss…
|
C 63 5⁄4 | ||||||||
| 11632 |
A lightweight Model Context Protocol server that provides current UTC time in v…
|
C 63 5⁄4 | ||||||||
| 11633 |
A template for deploying an authentication-free remote MCP server on Cloudflare…
|
C 63 5⁄5 | ||||||||
| 11634 |
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
|
C 63 5⁄5 | ||||||||
| 11635 |
A comprehensive HTTP client MCP server for security testing, API testing, and w…
|
C 63 5⁄5 | ||||||||
| 11636 |
Enables control of Windows PC through Claude Desktop, including executing shell…
|
C 63 5⁄4 | ||||||||
| 11637 |
Control Spotify directly from your AI assistant using the Model Context Protoco…
|
C 63 6⁄4 | ||||||||
| 11638 |
WineDbg MCP Server
Claim
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
|
C 63 5⁄4 | ||||||||
| 11639 |
Enables booking cleaning services in San Francisco by collecting customer detai…
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C 63 6⁄6 | ||||||||
| 11640 |
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
|
C 63 5⁄4 | ||||||||
| 11641 |
An MCP server that provides agentic vision capabilities for visual regression t…
|
C 63 5⁄5 | ||||||||
| 11642 |
Airthings Consumer MCP Server
|
C 63 5⁄5 | ||||||||
| 11643 |
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
|
C 63 5⁄5 | ||||||||
| 11644 |
MCP Server for connecting to the Meta Marketing API
|
C 63 6⁄6 | ||||||||
| 11645 |
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
|
C 63 5⁄5 | ||||||||
| 11646 |
Provides Japanese postal code to address lookup functionality that can be integ…
|
C 63 5⁄5 | ||||||||
| 11647 |
Provides comprehensive Windows system control including file operations, proces…
|
C 63 5⁄5 | ||||||||
| 11648 |
A Model Context Protocol server that enables LLMs to interact with Elasticsearc…
|
C 63 5⁄5 | ||||||||
| 11649 |
A deployable Model Context Protocol server on Cloudflare Workers that runs with…
|
C 63 5⁄5 | ||||||||
| 11650 |
An MCP server that provides access to Malaysia prayer time data through Claude …
|
C 63 6⁄4 | ||||||||