MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4851 |
Enables creation of word cloud visualizations from various document formats (PD…
|
B 74 5⁄4 | ||||||||
| 4852 |
Provides Kubernetes cluster management capabilities through natural language vi…
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B 74 5⁄5 | ||||||||
| 4853 |
Enables comprehensive video quality analysis including metadata extraction, GOP…
|
B 74 5⁄4 | ||||||||
| 4854 |
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
|
B 74 5⁄5 | ||||||||
| 4855 |
This MCP server provides unified diffs of two text inputs using Python's standa…
|
B 74 5⁄4 | ||||||||
| 4856 |
Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deploym…
|
B 74 5⁄4 | ||||||||
| 4857 |
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
|
B 74 5⁄5 | ||||||||
| 4858 |
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic…
|
B 74 5⁄5 | ||||||||
| 4859 |
PyTorch HUD MCP Server
Claim
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test…
|
B 74 5⁄5 | ||||||||
| 4860 |
Enables AI assistants to interact with native Apple applications including Mess…
|
B 74 5⁄4 | ||||||||
| 4861 |
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
|
B 74 5⁄5 | ||||||||
| 4862 |
Search for Airbnb listings and get detailed information about accommodations. A…
|
B 74 5⁄4 | ||||||||
| 4863 |
Enables AI assistants to programmatically manage Power BI workspaces, reports, …
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B 74 5⁄5 | ||||||||
| 4864 |
A Model Context Protocol server that enables AI assistants like Claude to track…
|
B 74 5⁄5 | ||||||||
| 4865 |
Provides quick access to local system utilities including time/date, hostname, …
|
B 74 5⁄4 | ||||||||
| 4866 |
A cinema-grade video production MCP server that enables automated website recor…
|
B 74 5⁄5 | ||||||||
| 4867 |
A task management system designed for AI development
|
B 74 5⁄4 | ||||||||
| 4868 |
A beginner-friendly MCP server that enables AI to explore file systems through …
|
B 74 5⁄5 | ||||||||
| 4869 |
Enables comprehensive image editing operations including resizing, format conve…
|
B 74 5⁄5 | ||||||||
| 4870 |
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claud…
|
B 74 5⁄4 | ||||||||
| 4871 |
A TypeScript-based template for building Model Context Protocol servers, featur…
|
B 74 5⁄4 | ||||||||
| 4872 |
Enables AI assistants to check domain name availability for single or multiple …
|
B 74 5⁄5 | ||||||||
| 4873 |
Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - …
|
B 74 5⁄5 | ||||||||
| 4874 |
Magnetics SME MCP Server
Claim
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
|
B 74 5⁄5 | ||||||||
| 4875 |
Enables comprehensive ProtonMail management through SMTP and IMAP, supporting e…
|
B 74 5⁄4 | ||||||||
| 4876 |
Provides powerful text search capabilities using the grep command-line utility,…
|
B 74 5⁄5 | ||||||||
| 4877 |
A serverless implementation of the Model Context Protocol (MCP) that runs on Ne…
|
B 74 6⁄6 | ||||||||
| 4878 |
Official Magic UI MCP server.
|
B 74 5⁄5 | ||||||||
| 4879 |
Enables interaction with Google Chrome tabs through the MCP protocol, allowing …
|
B 74 5⁄4 | ||||||||
| 4880 |
Enables cloud-based FFmpeg video and audio processing through the Rendi API, al…
|
B 74 5⁄5 | ||||||||
| 4881 |
Enables AI assistants to search and retrieve movie information from The Movie D…
|
B 74 5⁄5 | ||||||||
| 4882 |
Enables users to interact with container registries through the ORAS CLI, provi…
|
B 74 5⁄5 | ||||||||
| 4883 |
Provides integration with the Namecheap API for domain management operations, i…
|
B 74 5⁄5 | ||||||||
| 4884 |
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
|
B 74 5⁄4 | ||||||||
| 4885 |
|
B 74 5⁄4 | ||||||||
| 4886 |
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
|
B 74 5⁄5 | ||||||||
| 4887 |
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI as…
|
B 74 5⁄4 | ||||||||
| 4888 |
Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ anal…
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B 74 5⁄5 | ||||||||
| 4889 |
Neolibrarian MCP
Claim
Enables read-only access to local Calibre libraries for searching metadata, ins…
|
B 74 5⁄4 | ||||||||
| 4890 |
Enables AI agents to search the Chemspace API for synthesizable building blocks…
|
B 74 5⁄5 | ||||||||
| 4891 |
A server that analyzes website performance using Playwright and Lighthouse, all…
|
B 74 5⁄4 | ||||||||
| 4892 |
Enables AI assistants to explore metadata, query data, and perform write operat…
|
B 74 5⁄5 | ||||||||
| 4893 |
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
|
B 74 5⁄4 | ||||||||
| 4894 |
Enables comprehensive DNS operations including lookups for various record types…
|
B 74 5⁄5 | ||||||||
| 4895 |
Enables storing and querying memories in a Neo4j knowledge graph with automatic…
|
B 74 5⁄5 | ||||||||
| 4896 |
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
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B 74 5⁄5 | ||||||||
| 4897 |
Provides browser automation capabilities for LLMs using Playwright's accessibil…
|
B 74 5⁄5 | ||||||||
| 4898 |
Enables AI models to interact with Freshservice IT service management platform,…
|
B 74 5⁄5 | ||||||||
| 4899 |
sui-mcp-server
Claim
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
|
B 74 5⁄4 | ||||||||
| 4900 |
stripe-analytics
Claim
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
|
B 74 5⁄4 | ||||||||