MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16901 |
A Node.js application that enables programmatic interaction with WhatsApp deskt…
|
F 25 5⁄4 | ||||||||
| 16902 |
Enables managing Ubuntu/Linux servers through natural language by establishing …
|
F 25 5⁄5 | ||||||||
| 16903 |
Enable AI assistants to perform web searches using Exa's powerful search API. G…
|
F 25 5⁄5 | ||||||||
| 16904 |
An MCP server to access and updates profiles on an Apache Unomi CDP server.
|
F 25 5⁄5 | ||||||||
| 16905 |
A utility tool that enables Claude Desktop to interact with external tools via …
|
F 25 5⁄5 | ||||||||
| 16906 |
Instant access to electronic component datasheets for AI agents — specs, pinout…
|
F 25 6⁄6 | ||||||||
| 16907 |
MCP server that captures webpage screenshots, with viewport or full-page option…
|
F 25 5⁄4 | ||||||||
| 16908 |
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
|
F 25 5⁄5 | ||||||||
| 16909 |
Enables users to create and manage activities in the meupontoonline system thro…
|
F 25 5⁄5 | ||||||||
| 16910 |
Enables AI assistants to use Apify Actors as tools to perform specific tasks li…
|
F 25 5⁄5 | ||||||||
| 16911 |
Gives AI coding tools access to the CSS cascade the way DevTools does — which r…
|
F 25 5⁄4 | ||||||||
| 16912 |
A server that provides web scraping and intelligent content searching capabilit…
|
F 25 6⁄6 | ||||||||
| 16913 |
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
|
F 25 6⁄6 | ||||||||
| 16914 |
A deliberately vulnerable MCP server that allows clients to interact with a dat…
|
F 25 5⁄4 | ||||||||
| 16915 |
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
|
F 25 5⁄5 | ||||||||
| 16916 |
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
|
F 25 5⁄4 | ||||||||
| 16917 |
Official ClickHouse MCP server for querying and exploring ClickHouse clusters a…
|
F 25 5⁄5 | ||||||||
| 16918 |
Enables managing ChipsBot chatbots, conversations, documents, RAG configuration…
|
F 25 6⁄6 | ||||||||
| 16919 |
Enables users to search for geographic locations and visualize them on an inter…
|
F 25 5⁄5 | ||||||||
| 16920 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||
| 16921 |
Bridges browser content, developer tools data, and web page interactions with C…
|
F 25 5⁄4 | ||||||||
| 16922 |
A server that allows you to explore the GitHub GraphQL schema and execute Graph…
|
F 25 5⁄5 | ||||||||
| 16923 |
MemOS (Memory Operating System) is a memory management operating system designe…
|
F 25 5⁄4 | ||||||||
| 16924 |
Provides comprehensive enterprise e-commerce data including global store profil…
|
F 25 6⁄6 | ||||||||
| 16925 |
A proof of concept implementation of Model Context Protocol server running on C…
|
F 25 5⁄5 | ||||||||
| 16926 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
F 25 5⁄5 | ||||||||
| 16927 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16928 |
A FastMCP-based server that enables interaction with MySQL databases, supportin…
|
F 25 5⁄5 | ||||||||
| 16929 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16930 |
A demonstration server that showcases how to collect user input dynamically usi…
|
F 25 5⁄5 | ||||||||
| 16931 |
Google Maps Platform Code Assist MCP
|
F 25 5⁄4 | ||||||||
| 16932 |
Enables AI to remotely control macOS systems via VNC with full desktop capabili…
|
F 25 5⁄5 | ||||||||
| 16933 |
List datasets, schemas, run APL queries, and use prompts for exploration, anoma…
|
F 25 6⁄6 | ||||||||
| 16934 |
Enables extracting data from websites using natural language prompts, allowing …
|
F 25 5⁄5 | ||||||||
| 16935 |
Provides integration with OpenRouter.ai, allowing access to various AI models t…
|
F 25 5⁄5 | ||||||||
| 16936 |
Universal MCP server for AI agents to interact with any* blockchain via natural…
|
F 25 5⁄4 | ||||||||
| 16937 |
Find and retrieve full-page web content with contextual search to ground your w…
|
F 25 5⁄4 | ||||||||
| 16938 |
Security-focused MCP server that provides safety guidelines and content analysi…
|
F 25 5⁄4 | ||||||||
| 16939 |
Enables comprehensive interaction with DHIS2 health information systems through…
|
F 25 5⁄5 | ||||||||
| 16940 |
Enables interaction with Datadog's monitoring and observability platform throug…
|
F 25 5⁄5 | ||||||||
| 16941 |
MEGA cloud storage CLI MCP server
|
F 25 5⁄5 | ||||||||
| 16942 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
|
F 25 5⁄4 | ||||||||
| 16943 |
Enables secure downloading and access to Slack files and images using authentic…
|
F 25 5⁄5 | ||||||||
| 16944 |
A collection of servers which are deliberately vulnerable to learn Pentesting M…
|
F 25 5⁄4 | ||||||||
| 16945 |
Provides comprehensive tools for querying enterprise exhibition records, search…
|
F 25 6⁄6 | ||||||||
| 16946 |
A comprehensive MySQL interface for the Model Context Protocol that enables dat…
|
F 25 5⁄5 | ||||||||
| 16947 |
An MCP server that gives LLMs access to geographic data conversion tools, enabl…
|
F 25 5⁄5 | ||||||||
| 16948 |
IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMC…
|
F 25 5⁄5 | ||||||||
| 16949 |
|
F 25 5⁄5 | ||||||||
| 16950 |
An MCP service that automates Chrome browser control while bypassing anti-bot d…
|
F 25 5⁄4 | ||||||||