MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2251 |
KIP
Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
|
B 78 5⁄4 | ||||||||
| 2252 |
Provides Node.js debugging capabilities with process management for AI agents, …
|
B 78 5⁄5 | ||||||||
| 2253 |
Multi-provider media generation — images, video, audio, and transcription via a…
|
B 78 5⁄5 | ||||||||
| 2254 |
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
|
B 78 5⁄5 | ||||||||
| 2255 |
SMTP Email Server
Claim
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
|
B 78 5⁄4 | ||||||||
| 2256 |
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domain…
|
B 78 5⁄4 | ||||||||
| 2257 |
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
|
B 78 5⁄5 | ||||||||
| 2258 |
lucid-mcp
Claim
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 78 5⁄4 | ||||||||
| 2259 |
A local/remote MCP server for generating infrastructure and architecture diagra…
|
B 78 5⁄5 | ||||||||
| 2260 |
Enables interaction with Spotify through natural language for music discovery, …
|
B 78 5⁄4 | ||||||||
| 2261 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 2262 |
mcp-auth-demos
Claim
Model Context Protocol authentication demos - AI assistant integration examples
|
B 78 5⁄4 | ||||||||
| 2263 |
A server that provides integration with PayPal's APIs, enabling seamless intera…
|
B 78 5⁄5 | ||||||||
| 2264 |
mcp-reticle
Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
|
B 78 5⁄4 | ||||||||
| 2265 |
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
|
B 78 5⁄4 | ||||||||
| 2266 |
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
|
B 78 5⁄5 | ||||||||
| 2267 |
U301 URL Shortener MCP Server
|
B 78 5⁄4 | ||||||||
| 2268 |
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
|
B 78 5⁄5 | ||||||||
| 2269 |
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
|
B 78 5⁄4 | ||||||||
| 2270 |
Provides advanced system monitoring and file search capabilities for macOS, all…
|
B 78 5⁄5 | ||||||||
| 2271 |
Persistent Context MCP
Claim
A memory management system that enables AI assistants to store, search, and vis…
|
B 78 5⁄5 | ||||||||
| 2272 |
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
|
B 78 5⁄4 | ||||||||
| 2273 |
Provide real-time stock prices, historical stock data, stock-related news, and …
|
B 78 5⁄4 | ||||||||
| 2274 |
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
|
B 78 5⁄5 | ||||||||
| 2275 |
MCP server that exposes Google Gemini as tools for Claude Code
|
B 78 5⁄4 | ||||||||
| 2276 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 78 5⁄5 | ||||||||
| 2277 |
Connects AI coding assistants to AIVA's customer intelligence and Shopify store…
|
B 78 5⁄5 | ||||||||
| 2278 |
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
|
B 78 5⁄5 | ||||||||
| 2279 |
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Cr…
|
B 78 6⁄6 | ||||||||
| 2280 |
A specialized testing harness that enables AI assistants to thoroughly test oth…
|
B 78 5⁄5 | ||||||||
| 2281 |
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
|
B 78 5⁄5 | ||||||||
| 2282 |
MCP server for penetration testing
|
B 78 5⁄5 | ||||||||
| 2283 |
A shared whiteboard server that enables users to provide visual context to AI a…
|
B 78 5⁄5 | ||||||||
| 2284 |
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
|
B 78 5⁄5 | ||||||||
| 2285 |
Provides persistent, semantic memory storage for LLMs across sessions using vec…
|
B 78 5⁄4 | ||||||||
| 2286 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 2287 |
|
B 78 5⁄4 | ||||||||
| 2288 |
Access Obsidian vaults via Local REST API - read, search, and interact with not…
|
B 78 5⁄4 | ||||||||
| 2289 |
A plugin-based gateway that orchestrates other MCPs and allows developers to bu…
|
B 78 5⁄4 | ||||||||
| 2290 |
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
B 78 5⁄5 | ||||||||
| 2291 |
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
|
B 78 5⁄5 | ||||||||
| 2292 |
macOS Notification MCP
|
B 78 5⁄5 | ||||||||
| 2293 |
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
|
B 78 5⁄5 | ||||||||
| 2294 |
Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.
|
B 78 5⁄4 | ||||||||
| 2295 |
An MCP server that recommends specific tools for tasks by learning from usage p…
|
B 78 4⁄4 | ||||||||
| 2296 |
Sonatype component intelligence: versions, security analysis, and Trust Score r…
|
B 78 6⁄6 | ||||||||
| 2297 |
Enables tracking food intake and nutrition using the USDA FoodData Central data…
|
B 78 5⁄5 | ||||||||
| 2298 |
A server that bridges the Model Context Protocol (MCP) to native OS functionali…
|
B 78 5⁄4 | ||||||||
| 2299 |
Model Context Protocol server that enables AI assistants to query and analyze p…
|
B 78 5⁄4 | ||||||||
| 2300 |
Generates QR codes and automatically saves them as PNG files with metadata trac…
|
B 78 5⁄4 | ||||||||