MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10301 |
Pushinator MCP lets you send push notifications to your devices from your LLM-p…
|
C 65 5⁄5 | ||||||||
| 10302 |
Needle MCP Server for easy RAG.Long-term memory for LLMs.
|
C 65 6⁄6 | ||||||||
| 10303 |
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
|
C 65 5⁄5 | ||||||||
| 10304 |
A Model Context Protocol server implementation to query the NIST National Vulne…
|
C 65 5⁄5 | ||||||||
| 10305 |
A PostgreSQL MCP server that automatically detects and obfuscates personally id…
|
C 65 5⁄5 | ||||||||
| 10306 |
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
|
C 65 5⁄5 | ||||||||
| 10307 |
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
|
C 65 5⁄5 | ||||||||
| 10308 |
Provides advanced evaluation tools for assessing AI safety, alignment, and perf…
|
C 65 5⁄5 | ||||||||
| 10309 |
Provides programmatic access to CTFtime.org data for retrieving information abo…
|
C 65 5⁄5 | ||||||||
| 10310 |
An MCP server that integrates the Glean API to provide search results and chatb…
|
C 65 5⁄5 | ||||||||
| 10311 |
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
|
C 65 5⁄5 | ||||||||
| 10312 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 65 5⁄4 | ||||||||
| 10313 |
Advanced AI Code Quality Gate
|
C 65 5⁄5 | ||||||||
| 10314 |
my-mcp-server
Claim
|
C 65 5⁄4 | ||||||||
| 10315 |
A starter template designed to jumpstart the development of Model Context Proto…
|
C 65 5⁄4 | ||||||||
| 10316 |
A simple demonstration MCP server that provides a basic arithmetic tool for add…
|
C 65 5⁄5 | ||||||||
| 10317 |
MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cro…
|
C 65 6⁄4 | ||||||||
| 10318 |
Enables LLMs to perform browser automation through the Playwright framework wit…
|
C 65 5⁄5 | ||||||||
| 10319 |
Enables managing school attendance records and interacting with GitHub reposito…
|
C 65 5⁄5 | ||||||||
| 10320 |
An MCP server that enables AI assistants to programmatically browse and interac…
|
C 65 5⁄5 | ||||||||
| 10321 |
A server that automates screenshot capture and document processing, allowing us…
|
C 65 5⁄4 | ||||||||
| 10322 |
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks…
|
C 65 5⁄5 | ||||||||
| 10323 |
Provides access to the DigiKey Product Search API v4, allowing users to search …
|
C 65 5⁄5 | ||||||||
| 10324 |
Aha! MCP Server
Claim
Enables interaction with Aha! product management platform through GraphQL API. …
|
C 65 5⁄5 | ||||||||
| 10325 |
roadrecon_mcp_server
Claim
|
C 65 5⁄4 | ||||||||
| 10326 |
Converts handwritten journal photos into a searchable, AI-powered local knowled…
|
C 65 5⁄4 | ||||||||
| 10327 |
Enables AI assistants to access and search RAP2 API documentation, allowing use…
|
C 65 5⁄5 | ||||||||
| 10328 |
Call For Papers MCP
Claim
Enables searching for upcoming academic conferences and events from WikiCFP by …
|
C 65 5⁄5 | ||||||||
| 10329 |
A general-purpose MCP server that provides utility tools for echo, date/time, a…
|
C 65 5⁄5 | ||||||||
| 10330 |
MCP server that reduces LLM context by removing code comments and converting da…
|
C 65 5⁄4 | ||||||||
| 10331 |
A MCP server for Joplin note-taking application that enables interaction with J…
|
C 65 5⁄4 | ||||||||
| 10332 |
An MCP server for automating virtual or physical Android devices using the Gbox…
|
C 65 5⁄5 | ||||||||
| 10333 |
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
|
C 65 5⁄5 | ||||||||
| 10334 |
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
|
C 65 5⁄5 | ||||||||
| 10335 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10336 |
Clear Thought MCP Server
Claim
Provides systematic thinking tools including mental models, design patterns, de…
|
C 65 5⁄5 | ||||||||
| 10337 |
Enhances meetings by providing technology trivia questions, interesting fun fac…
|
C 65 5⁄5 | ||||||||
| 10338 |
Enables searching for electronic components, comparing prices across distributo…
|
C 65 5⁄5 | ||||||||
| 10339 |
This TypeScript-based MCP server enables users to manage and summarize text not…
|
C 65 5⁄5 | ||||||||
| 10340 |
A server that enables AI assistants like Claude to safely run Python code and a…
|
C 65 5⁄5 | ||||||||
| 10341 |
Enables access to Formula 1 data from the openF1.org API, including driver info…
|
C 65 5⁄5 | ||||||||
| 10342 |
Unified social media API for AI agents. Access Facebook, Instagram, TikTok, and…
|
C 65 6⁄4 | ||||||||
| 10343 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||
| 10344 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10345 |
An MCP server that enables highly personalized music recommendations from TIDAL…
|
C 65 5⁄5 | ||||||||
| 10346 |
A FastMCP server that enables browser automation through natural language comma…
|
C 65 5⁄5 | ||||||||
| 10347 |
MCP server for Taco Bell - browse menu, customize orders, place pickup
|
C 65 5⁄4 | ||||||||
| 10348 |
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
|
C 65 5⁄5 | ||||||||
| 10349 |
Enables digital forensic analysis of Windows shortcut (LNK) files from E01 disk…
|
C 65 5⁄4 | ||||||||
| 10350 |
Gmail MCP Server
Claim
Enables AI assistants to manage Gmail accounts through natural language for tas…
|
C 65 5⁄5 | ||||||||