MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2101 |
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
|
B 78 5⁄5 | ||||||||
| 2102 |
An open-source MCP server that provides LLM access to the Sauce Labs API
|
B 78 5⁄4 | ||||||||
| 2103 |
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
|
B 78 5⁄4 | ||||||||
| 2104 |
MCP Server which can get your AI's to Code in an Production level state.
|
B 78 5⁄4 | ||||||||
| 2105 |
A read-only toolkit for searching and analyzing Markdown note directories and O…
|
B 78 5⁄4 | ||||||||
| 2106 |
Provides persistent, semantic memory storage for LLMs across sessions using vec…
|
B 78 5⁄4 | ||||||||
| 2107 |
Provides weather data integration using the OpenWeatherMap API, enabling users …
|
B 78 5⁄5 | ||||||||
| 2108 |
archy
|
B 78 5⁄5 | ||||||||
| 2109 |
GlassCloud
Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
|
B 78 5⁄5 | ||||||||
| 2110 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 2111 |
Enables browser automation with Puppeteer, supporting navigation, form interact…
|
B 78 5⁄5 | ||||||||
| 2112 |
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
|
B 78 5⁄5 | ||||||||
| 2113 |
Enables AI assistants to build, test, run, and manage Apple platform projects (…
|
B 78 5⁄4 | ||||||||
| 2114 |
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
|
B 78 5⁄4 | ||||||||
| 2115 |
postgres-scout-mcp
Claim
Scout your PostgreSQL databases with AI - safety features, monitoring, and data…
|
B 78 5⁄4 | ||||||||
| 2116 |
Provides security scanning of code snippets, codebases, and code changes via th…
|
B 78 5⁄5 | ||||||||
| 2117 |
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
|
B 78 5⁄5 | ||||||||
| 2118 |
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
|
B 78 5⁄5 | ||||||||
| 2119 |
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
|
B 78 5⁄4 | ||||||||
| 2120 |
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
B 78 5⁄4 | ||||||||
| 2121 |
A personal astrological server that provides high-precision tools for generatin…
|
B 78 5⁄5 | ||||||||
| 2122 |
Enables AI-powered music generation and live coding by providing direct control…
|
B 78 5⁄5 | ||||||||
| 2123 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 2124 |
U301 URL Shortener MCP Server
|
B 78 5⁄4 | ||||||||
| 2125 |
vscode-demo-time
Claim
Enables AI assistants to interact with Demo Time and helps build presentations …
|
B 78 5⁄4 | ||||||||
| 2126 |
IDAssistMCP
Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
|
B 78 5⁄4 | ||||||||
| 2127 |
Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…
|
B 78 5⁄5 | ||||||||
| 2128 |
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
|
B 78 5⁄5 | ||||||||
| 2129 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2130 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 2131 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 78 5⁄5 | ||||||||
| 2132 |
Data Planning Agent
Claim
Transforms high-level business intents into structured Data Product Requirement…
|
B 78 5⁄5 | ||||||||
| 2133 |
Enables automatic generation and validation of standardized file names using AI…
|
B 78 5⁄5 | ||||||||
| 2134 |
Runtime governance enforcement for AI agents. Zero token overhead.
|
B 78 5⁄4 | ||||||||
| 2135 |
An MCP server that provides 12306 ticket query
|
B 78 5⁄5 | ||||||||
| 2136 |
Detects AI-generated content and transforms robotic text into natural, human-li…
|
B 78 5⁄4 | ||||||||
| 2137 |
MCP Server for Optics Design System documentation and token usage.
|
B 78 5⁄4 | ||||||||
| 2138 |
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
|
B 78 5⁄5 | ||||||||
| 2139 |
Pre-execution cost estimation for LLM agent workflows with calibration learning
|
B 78 4⁄4 | ||||||||
| 2140 |
A MCP server for interacting with the Godot game engine, providing tools for ed…
|
B 78 5⁄4 | ||||||||
| 2141 |
Provides semantic search capabilities for Hex package documentation using AI em…
|
B 78 5⁄4 | ||||||||
| 2142 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 2143 |
Downloads your entire Search Console dataset into a local SQLite database, then…
|
B 78 5⁄4 | ||||||||
| 2144 |
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
|
B 78 6⁄6 | ||||||||
| 2145 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 2146 |
A fully functional calculator server based on Model Context Protocol (MCP), pro…
|
B 78 6⁄4 | ||||||||
| 2147 |
A comprehensive server that enables sophisticated interactions with PocketBase …
|
B 78 5⁄5 | ||||||||
| 2148 |
🧑🏻💻 MCP Server for @antvis visualization development, which provides documenta…
|
B 78 5⁄4 | ||||||||
| 2149 |
capital-equipment
Claim
Search, book, and manage scientific research equipment across 500+ STEM core fa…
|
B 78 6⁄6 | ||||||||
| 2150 |
Enables AI assistants to interact with AgilePlace for comprehensive project man…
|
B 78 5⁄5 | ||||||||