MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7001 |
A secure MySQL Model Context Protocol server that enables AI agents to interact…
|
B 71 5⁄5 | ||||||||
| 7002 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 7003 |
Yuque-MCP-Server
Claim
📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allo…
|
B 71 5⁄4 | ||||||||
| 7004 |
A Model Context Protocol server that provides tools for interacting with both R…
|
B 71 5⁄5 | ||||||||
| 7005 |
Enables playback control of local audio files through a virtual audio output de…
|
B 71 5⁄4 | ||||||||
| 7006 |
Enables Claude AI to run terminal commands, perform file operations, and manage…
|
B 71 5⁄4 | ||||||||
| 7007 |
MCP server for structured reasoning with cognitive trap detection, verification…
|
B 71 5⁄4 | ||||||||
| 7008 |
Provides AI agents access to cryptocurrency derivatives analytics through 22 un…
|
B 71 5⁄5 | ||||||||
| 7009 |
A read-only MCP server that enables querying and searching Atlassian Confluence…
|
B 71 5⁄5 | ||||||||
| 7010 |
Model Context Protocol to fetch youtube transcript
|
B 71 5⁄4 | ||||||||
| 7011 |
|
B 71 5⁄4 | ||||||||
| 7012 |
A comprehensive Model Context Protocol (MCP) server for accessing Human Protein…
|
B 71 5⁄5 | ||||||||
| 7013 |
Enables browser automation and web page interaction through Playwright's access…
|
B 71 5⁄5 | ||||||||
| 7014 |
Enables deep web search across multiple providers including Google, Bing, Brave…
|
B 71 5⁄5 | ||||||||
| 7015 |
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
|
B 71 5⁄5 | ||||||||
| 7016 |
Enables users to get detailed weather forecasts for any location using coordina…
|
B 71 5⁄5 | ||||||||
| 7017 |
pmll-memory-mcp
Claim
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
|
B 71 5⁄4 | ||||||||
| 7018 |
A Windows-native MCP server that enables users to paste images, Excel tables, r…
|
B 71 5⁄4 | ||||||||
| 7019 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7020 |
A Model Context Protocol server that enables Claude Desktop to perform file ope…
|
B 71 5⁄5 | ||||||||
| 7021 |
Enables LLM assistants to explore Django project structure through read-only re…
|
B 71 5⁄5 | ||||||||
| 7022 |
Two-tier memory with hot cache (instant injection) and cold semantic search. Au…
|
B 71 5⁄4 | ||||||||
| 7023 |
AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …
|
B 71 5⁄5 | ||||||||
| 7024 |
Provides real-time weather information and multi-day forecasts using the Open-M…
|
B 71 5⁄5 | ||||||||
| 7025 |
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
|
B 71 5⁄5 | ||||||||
| 7026 |
Transforms founder profiles from social media into actionable strategic intelli…
|
B 71 5⁄4 | ||||||||
| 7027 |
Provides secure access to XBRL-US financial data with session-based authenticat…
|
B 71 5⁄5 | ||||||||
| 7028 |
A Model Context Protocol server that provides onchain tools for AI applications…
|
B 71 5⁄5 | ||||||||
| 7029 |
Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, …
|
B 71 5⁄4 | ||||||||
| 7030 |
ACP Commerce MCP Server
Claim
Enables AI agents to perform e-commerce operations through a standardized inter…
|
B 71 5⁄4 | ||||||||
| 7031 |
Integrates the Brave Search API to provide web and local search capabilities, i…
|
B 71 5⁄5 | ||||||||
| 7032 |
Enables AI assistants to search for files and content across the file system us…
|
B 71 5⁄4 | ||||||||
| 7033 |
An MCP server that enables LLMs to interact with the Moodle platform to manage …
|
B 71 5⁄5 | ||||||||
| 7034 |
Provides AI agents with comprehensive Twitter functionality through the Model C…
|
B 71 5⁄5 | ||||||||
| 7035 |
Enables interaction with Telegram chat history, including text, photos, and doc…
|
B 71 5⁄4 | ||||||||
| 7036 |
A server that connects to Naver Maps and Search APIs, enabling geocoding and lo…
|
B 71 5⁄5 | ||||||||
| 7037 |
Minesweeper MCP Server
Claim
Provides Minesweeper game functionality through the Model Context Protocol, all…
|
B 71 5⁄5 | ||||||||
| 7038 |
iTick MCP Server
Claim
Provides real-time financial market data for stocks across multiple markets (A-…
|
B 71 5⁄5 | ||||||||
| 7039 |
MCP server for FonParam API - Turkish mutual funds data
|
B 71 5⁄5 | ||||||||
| 7040 |
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
|
B 71 5⁄5 | ||||||||
| 7041 |
MUI MCP Server
Claim
Provides real-time access to Material-UI component documentation, enabling user…
|
B 71 5⁄5 | ||||||||
| 7042 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7043 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7044 |
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
|
B 71 5⁄5 | ||||||||
| 7045 |
Generates daily GitHub work summaries by analyzing commits across all repositor…
|
B 71 5⁄5 | ||||||||
| 7046 |
Enables AI assistants to safely interact with PostgreSQL databases through read…
|
B 71 5⁄5 | ||||||||
| 7047 |
A Model Context Protocol server that provides clj-kondo linting capabilities fo…
|
B 71 5⁄5 | ||||||||
| 7048 |
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context …
|
B 71 5⁄5 | ||||||||
| 7049 |
A Model Context Protocol server that generates lightweight ASCII charts directl…
|
B 71 5⁄5 | ||||||||
| 7050 |
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
|
B 71 5⁄4 | ||||||||