MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11151 |
Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search…
|
C 64 5⁄5 | ||||||||
| 11152 |
MCP server for Android automation with UI interaction, screenshots, and device …
|
C 64 5⁄4 | ||||||||
| 11153 |
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
|
C 64 5⁄5 | ||||||||
| 11154 |
A server that provides a Machine Control Protocol (MCP) interface to search, ac…
|
C 64 5⁄5 | ||||||||
| 11155 |
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
|
C 64 5⁄5 | ||||||||
| 11156 |
A template for deploying a Model Context Protocol server to Cloudflare Workers …
|
C 64 5⁄5 | ||||||||
| 11157 |
Enables AI language models to interact with Microsoft OneNote via a standardize…
|
C 64 5⁄5 | ||||||||
| 11158 |
A server that enables programmatic interaction with an already running Abaqus/C…
|
C 64 5⁄4 | ||||||||
| 11159 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 64 5⁄5 | ||||||||
| 11160 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 64 5⁄4 | ||||||||
| 11161 |
Enables high-precision detection, anonymization, encryption and decryption of p…
|
C 64 5⁄5 | ||||||||
| 11162 |
Connect Strava training data to Claude for training load analysis and activity …
|
C 64 5⁄5 | ||||||||
| 11163 |
A Model Context Protocol server that provides knowledge graph-based persistent …
|
C 64 5⁄5 | ||||||||
| 11164 |
universities
Claim
Universities MCP — Hipolabs Universities API (free, no auth)
|
C 64 5⁄5 | ||||||||
| 11165 |
Enables comprehensive stock market analysis with portfolio management, technica…
|
C 64 5⁄4 | ||||||||
| 11166 |
A Model Context Protocol server that enables AI assistants to perform standard …
|
C 64 5⁄4 | ||||||||
| 11167 |
A Cloudflare Worker that demonstrates wrapping REST APIs with Model Context Pro…
|
C 64 5⁄5 | ||||||||
| 11168 |
Provides real-time weather forecasts and alerts for US locations using the Nati…
|
C 64 5⁄5 | ||||||||
| 11169 |
An MCP server that enables AI clients to send and receive QQ messages through N…
|
C 64 5⁄4 | ||||||||
| 11170 |
Enables users to get real-time weather alerts for US states and echo messages t…
|
C 64 5⁄5 | ||||||||
| 11171 |
pumpclaw
Claim
Free token launcher on Base. Deploy ERC-20 tokens via Uniswap V4 with 80% creat…
|
C 64 5⁄4 | ||||||||
| 11172 |
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
|
C 64 5⁄5 | ||||||||
| 11173 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 64 5⁄4 | ||||||||
| 11174 |
Provides tools for AI assistants to access the Agent Web Protocol (AWP) specifi…
|
C 64 5⁄5 | ||||||||
| 11175 |
Provides AI agents and LLMs with standardized tools to interact with the ICON M…
|
C 64 5⁄5 | ||||||||
| 11176 |
Real-time radar for Solana memecoins, Pump.fun launches, and KOL trades.
|
C 64 5⁄5 | ||||||||
| 11177 |
MCP server for GetCourse API -- users, deals.
|
C 64 4⁄4 | ||||||||
| 11178 |
A Model Context Protocol server that allows users to create and manage meeting …
|
C 64 5⁄5 | ||||||||
| 11179 |
Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes.…
|
C 64 5⁄4 | ||||||||
| 11180 |
Redshift MCP Server
Claim
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
|
C 64 5⁄5 | ||||||||
| 11181 |
A Model Context Protocol server that enables searching, reading, and editing wi…
|
C 64 5⁄5 | ||||||||
| 11182 |
ResearchTwin
Claim
Federated research discovery with S-Index metrics across a network of digital t…
|
C 64 6⁄4 | ||||||||
| 11183 |
A MCP Server and an extension enables natural language control of NVIDIA Isaac …
|
C 64 5⁄5 | ||||||||
| 11184 |
Real-time push notifications and alert sounds free you from staring at the scre…
|
C 64 6⁄4 | ||||||||
| 11185 |
pubmed-mcp-server
Claim
Search PubMed for articles matching the query.
|
C 64 5⁄5 | ||||||||
| 11186 |
Provides optimized documentation and API patterns from the TrueNAS middleware r…
|
C 64 5⁄5 | ||||||||
| 11187 |
An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.
|
C 64 5⁄5 | ||||||||
| 11188 |
Enables creating Spotify playlists based on text descriptions by connecting Cur…
|
C 64 5⁄5 | ||||||||
| 11189 |
Enables AI assistants to convert text to high-quality speech audio using MeloTT…
|
C 64 5⁄4 | ||||||||
| 11190 |
Weather MCP Server
Claim
A Python-based MCP server that provides real-time weather information using the…
|
C 64 5⁄5 | ||||||||
| 11191 |
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
|
C 64 5⁄5 | ||||||||
| 11192 |
A basic implementation of a Model Context Protocol server that demonstrates cor…
|
C 64 5⁄4 | ||||||||
| 11193 |
An MCP server for analyzing PCAP files.
|
C 64 5⁄4 | ||||||||
| 11194 |
DALL-E MCP Server
Claim
Enables AI assistants to generate high-quality images using OpenAI's DALL-E 3 m…
|
C 64 5⁄5 | ||||||||
| 11195 |
Enables AI assistants to interact with MariaDB databases through SQL operations…
|
C 64 5⁄5 | ||||||||
| 11196 |
Provides standardized access to Hong Kong stock market data and professional re…
|
C 64 5⁄4 | ||||||||
| 11197 |
Metasploit MCP Server
Claim
Bridges large language models with the Metasploit Framework to enable natural l…
|
C 64 5⁄5 | ||||||||
| 11198 |
vedit-mcp
|
C 64 5⁄5 | ||||||||
| 11199 |
Analyzing order book depth and imbalance across major crypto exchanges.
|
C 64 5⁄5 | ||||||||
| 11200 |
An MCP server for searching PC components and comparing prices across Brazilian…
|
C 64 5⁄5 | ||||||||