MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2251 |
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
|
B 78 5⁄4 | ||||||||
| 2252 |
A phone control plugin for MCP that allows you to control your Android phone th…
|
B 78 5⁄5 | ||||||||
| 2253 |
Provides AI coding assistants with context optimization tools including targete…
|
B 78 5⁄5 | ||||||||
| 2254 |
A read-only toolkit for searching and analyzing Markdown note directories and O…
|
B 78 5⁄4 | ||||||||
| 2255 |
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
|
B 78 5⁄4 | ||||||||
| 2256 |
An MCP server that allows AI assistants to manage todo lists stored in a simple…
|
B 78 5⁄5 | ||||||||
| 2257 |
Enables AI agents to perform cross-chain bridging operations using natural lang…
|
B 78 5⁄5 | ||||||||
| 2258 |
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
|
B 78 5⁄5 | ||||||||
| 2259 |
A MCP (Model Context Protocol) server that provides get, send Gmails without lo…
|
B 78 5⁄5 | ||||||||
| 2260 |
Read/write Elasticsearch mcp server with many tools
|
B 78 5⁄5 | ||||||||
| 2261 |
A high-quality, open-source Model Context Protocol (MCP) server that bridges AI…
|
B 78 5⁄4 | ||||||||
| 2262 |
An MCP server to convert almost any file or web content into Markdown
|
B 78 5⁄4 | ||||||||
| 2263 |
Timezone-aware date and time operations with support for IANA timezones, timezo…
|
B 78 5⁄4 | ||||||||
| 2264 |
|
B 78 5⁄4 | ||||||||
| 2265 |
Enables AI agents to programmatically create, manage, and execute independent P…
|
B 78 5⁄5 | ||||||||
| 2266 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 78 5⁄5 | ||||||||
| 2267 |
Detects AI-generated content and transforms robotic text into natural, human-li…
|
B 78 5⁄4 | ||||||||
| 2268 |
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
|
B 78 5⁄4 | ||||||||
| 2269 |
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
|
B 78 5⁄5 | ||||||||
| 2270 |
Blawx MCP Server
Claim
Enables interaction with the Blawx API to discover project ontologies, ask ques…
|
B 78 5⁄5 | ||||||||
| 2271 |
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
|
B 78 5⁄5 | ||||||||
| 2272 |
Graph based reasoning
Claim
Enable advanced AI reasoning workflows using graph-based thought representation…
|
B 78 5⁄4 | ||||||||
| 2273 |
Enables interaction with the SendForSign API to list document templates and rea…
|
B 78 5⁄5 | ||||||||
| 2274 |
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
|
B 78 5⁄5 | ||||||||
| 2275 |
An MCP server to interface with the Google Tasks API
|
B 78 5⁄5 | ||||||||
| 2276 |
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
|
B 78 5⁄5 | ||||||||
| 2277 |
BlenderMCP enables Claude AI to directly interact with and control Blender for …
|
B 78 5⁄5 | ||||||||
| 2278 |
macOS Notification MCP
|
B 78 5⁄5 | ||||||||
| 2279 |
Provides Claude with persistent memory and learning capabilities through 10 aut…
|
B 78 5⁄4 | ||||||||
| 2280 |
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
|
B 78 5⁄5 | ||||||||
| 2281 |
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
|
B 78 5⁄5 | ||||||||
| 2282 |
Counterparty risk scoring for agentic commerce via x402 micropayments.
|
B 78 4⁄4 | ||||||||
| 2283 |
MCP server for Anki via AnkiConnect
|
B 78 5⁄5 | ||||||||
| 2284 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
|
B 78 5⁄5 | ||||||||
| 2285 |
Yuque MCP server with safe read/write tools for groups, group members, reposito…
|
B 78 5⁄4 | ||||||||
| 2286 |
Enables comprehensive academic research by searching and analyzing papers from …
|
B 78 5⁄5 | ||||||||
| 2287 |
Extracts clean markdown content from web pages using Playwright, automatically …
|
B 78 5⁄5 | ||||||||
| 2288 |
Enables AI assistants to interact with the M-Team private torrent tracker API f…
|
B 78 5⁄5 | ||||||||
| 2289 |
Pre-execution cost estimation for LLM agent workflows with calibration learning
|
B 78 4⁄4 | ||||||||
| 2290 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 2291 |
Data Planning Agent
Claim
Transforms high-level business intents into structured Data Product Requirement…
|
B 78 5⁄5 | ||||||||
| 2292 |
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
|
B 78 5⁄5 | ||||||||
| 2293 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
B 78 5⁄5 | ||||||||
| 2294 |
Hacker News MCP Server
Claim
Enables AI assistants to access Hacker News content through 9 comprehensive too…
|
B 78 5⁄5 | ||||||||
| 2295 |
mcp-vibe-check
Claim
Custom version of vibecheck
|
B 78 5⁄5 | ||||||||
| 2296 |
Token-efficient MCP server for 300+ Unblu API endpoints
|
B 78 5⁄4 | ||||||||
| 2297 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2298 |
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
|
B 78 5⁄5 | ||||||||
| 2299 |
Enables interaction with Spotify through natural language for music discovery, …
|
B 78 5⁄4 | ||||||||
| 2300 |
MCP server for address derivation and encoding utilities across multiple blockc…
|
B 78 6⁄4 | ||||||||