MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12101 |
A server that provides tools to scrape websites and extract structured data fro…
|
C 62 5⁄5 | ||||||||
| 12102 |
AI browser automation - navigate, click, type, extract content, and run autonom…
|
C 62 6⁄6 | ||||||||
| 12103 |
A Model Context Protocol server that provides AI agents with persistent memory …
|
C 62 5⁄5 | ||||||||
| 12104 |
A Model Context Protocol server that captures and manages stdout logs through n…
|
C 62 5⁄5 | ||||||||
| 12105 |
Enables AI agents to programmatically control a live Excalidraw canvas through …
|
C 62 5⁄5 | ||||||||
| 12106 |
An MCP server that locally saves and categorizes user prompts from LLM sessions…
|
C 62 5⁄5 | ||||||||
| 12107 |
A template for deploying a Model Context Protocol server on Cloudflare Workers …
|
C 62 5⁄5 | ||||||||
| 12108 |
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
|
C 62 5⁄5 | ||||||||
| 12109 |
A server that allows Claude to control audio playback on your computer, support…
|
C 62 5⁄4 | ||||||||
| 12110 |
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
|
C 62 5⁄4 | ||||||||
| 12111 |
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
|
C 62 5⁄5 | ||||||||
| 12112 |
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
|
C 62 5⁄4 | ||||||||
| 12113 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 12114 |
A server that provides organized documentation content for various applications…
|
C 62 5⁄5 | ||||||||
| 12115 |
An MCP server designed to automate Django database setup and management, includ…
|
C 62 5⁄4 | ||||||||
| 12116 |
DateTime MCP Server
Claim
Provides tools to get the current date and time in various formats (ISO, Unix t…
|
C 62 5⁄5 | ||||||||
| 12117 |
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
|
C 62 5⁄4 | ||||||||
| 12118 |
Enables control of Android emulators (MumuEmulator or ADB-connected devices) th…
|
C 62 5⁄4 | ||||||||
| 12119 |
Enables Claude to directly access Google Drive files and analyze High Performan…
|
C 62 5⁄4 | ||||||||
| 12120 |
A server that allows Claude to search and retrieve emails from your Gmail accou…
|
C 62 5⁄5 | ||||||||
| 12121 |
SAP MCP Server
Claim
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
|
C 62 5⁄5 | ||||||||
| 12122 |
A server that connects Claude AI to Twilio through the Model Context Protocol, …
|
C 62 5⁄5 | ||||||||
| 12123 |
Provides weather information tools based on the National Weather Service APIs t…
|
C 62 5⁄5 | ||||||||
| 12124 |
Enables AI assistants to interact with Memos instances for knowledge management…
|
C 62 5⁄5 | ||||||||
| 12125 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 12126 |
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
|
C 62 5⁄4 | ||||||||
| 12127 |
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
|
C 62 6⁄6 | ||||||||
| 12128 |
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
|
C 62 5⁄5 | ||||||||
| 12129 |
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
|
C 62 5⁄5 | ||||||||
| 12130 |
Integrates the Exploit-DB database with AI assistants to enable searching for e…
|
C 62 5⁄4 | ||||||||
| 12131 |
A FastMCP server for natural language data analysis that allows users to load C…
|
C 62 5⁄4 | ||||||||
| 12132 |
A comprehensive local file management and system operations server that provide…
|
C 62 5⁄4 | ||||||||
| 12133 |
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
|
C 62 6⁄6 | ||||||||
| 12134 |
Jadx MCP Server
Claim
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
|
C 62 5⁄5 | ||||||||
| 12135 |
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
|
C 62 5⁄4 | ||||||||
| 12136 |
Tiny SSE MCP Server
Claim
A remote MCP server implementation for Cloudflare that uses server-sent events …
|
C 62 5⁄5 | ||||||||
| 12137 |
YearAtAGlance MCP Server
Claim
Integrates the YearAtAGlance calendar with AI assistants, enabling natural lang…
|
C 62 6⁄6 | ||||||||
| 12138 |
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
|
C 62 5⁄5 | ||||||||
| 12139 |
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
|
C 62 5⁄5 | ||||||||
| 12140 |
Enables analysis of prospective tenant inquiries and market rent comparisons th…
|
C 62 5⁄4 | ||||||||
| 12141 |
Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages…
|
C 62 5⁄5 | ||||||||
| 12142 |
An MCP server for auditing and analyzing user interfaces across 20 platforms ba…
|
C 62 5⁄5 | ||||||||
| 12143 |
mcp-server
Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
|
C 62 5⁄5 | ||||||||
| 12144 |
Enables AI assistants to access PSG College of Technology e-campus portal data …
|
C 62 5⁄5 | ||||||||
| 12145 |
GeoFS MCP Server
Claim
A server that allows AI models to control and interact with aircraft in the Geo…
|
C 62 5⁄4 | ||||||||
| 12146 |
MCP Server
Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
|
C 62 5⁄5 | ||||||||
| 12147 |
A server implementing the Model Context Protocol to allow direct access to Fren…
|
C 62 6⁄6 | ||||||||
| 12148 |
Enables parallel tagging and classification of CSV data using multiple LLM prov…
|
C 62 5⁄5 | ||||||||
| 12149 |
A Model Context Protocol server that enables searching for images on Pixabay wi…
|
C 62 6⁄6 | ||||||||
| 12150 |
Provides Claude with real-time system monitoring capabilities, including CPU, m…
|
C 62 5⁄4 | ||||||||