MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16601 |
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
|
F 25 5⁄5 | ||||||||
| 16602 |
An MCP server that provides HTTP client capabilities with browser impersonation…
|
F 25 5⁄5 | ||||||||
| 16603 |
Search and retrieve Korean statutes and administrative rules with precise filte…
|
F 25 6⁄6 | ||||||||
| 16604 |
An MCP server to access and updates profiles on an Apache Unomi CDP server.
|
F 25 5⁄5 | ||||||||
| 16605 |
Validate oh-my-posh configurations and segment snippets against the official sc…
|
F 25 6⁄6 | ||||||||
| 16606 |
Enables AI clients to search Aspen Discovery library catalogs and check real-ti…
|
F 25 5⁄5 | ||||||||
| 16607 |
A utility tool that analyzes Next.js application routes and provides detailed i…
|
F 25 5⁄4 | ||||||||
| 16608 |
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
|
F 25 5⁄4 | ||||||||
| 16609 |
Visualizes code, architecture and other concepts as mermaid diagrams in a local…
|
F 25 5⁄4 | ||||||||
| 16610 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16611 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16612 |
Enables AI-powered competitor monitoring and daily schedule optimization by int…
|
F 25 5⁄5 | ||||||||
| 16613 |
Go-based SBOM, vulnerability, and secret scanner with MCP support.
|
F 25 5⁄4 | ||||||||
| 16614 |
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
|
F 25 5⁄5 | ||||||||
| 16615 |
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
|
F 25 5⁄5 | ||||||||
| 16616 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
|
F 25 5⁄5 | ||||||||
| 16617 |
An MCP server that generates high-quality blog cover images using Google Gemini…
|
F 25 5⁄5 | ||||||||
| 16618 |
Provides comprehensive tools for querying enterprise exhibition records, search…
|
F 25 6⁄6 | ||||||||
| 16619 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 16620 |
|
F 25 5⁄4 | ||||||||
| 16621 |
A server that bridges Claude AI with the Plane project management platform, ena…
|
F 25 5⁄5 | ||||||||
| 16622 |
A Model Context Protocol implementation that provides a standardized interface …
|
F 25 5⁄5 | ||||||||
| 16623 |
Virtual traveler library for MCP
|
F 25 6⁄6 | ||||||||
| 16624 |
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
|
F 25 6⁄6 | ||||||||
| 16625 |
An MCP server and Telegram bot that enables natural language management of WooC…
|
F 25 5⁄4 | ||||||||
| 16626 |
An MCP server that fetches real-time documentation for popular libraries like L…
|
F 25 5⁄5 | ||||||||
| 16627 |
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
F 25 5⁄4 | ||||||||
| 16628 |
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
|
F 25 5⁄5 | ||||||||
| 16629 |
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
|
F 25 5⁄5 | ||||||||
| 16630 |
Indian Flight Booking MCP
|
F 25 5⁄5 | ||||||||
| 16631 |
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
|
F 25 5⁄4 | ||||||||
| 16632 |
List of small useful mcp servers including:
* docx\_replace: replace tag in wo…
|
F 25 5⁄5 | ||||||||
| 16633 |
A companion MCP server for writing applications on Reddit's developer platform …
|
F 25 5⁄5 | ||||||||
| 16634 |
Enhances the MCP memory server by implementing PouchDB for robust document stor…
|
F 25 5⁄4 | ||||||||
| 16635 |
Provides comprehensive Australian planning property reports, including zoning, …
|
F 25 5⁄5 | ||||||||
| 16636 |
A Cursor MCP server that analyzes web pages for SEO issues and validates struct…
|
F 25 5⁄4 | ||||||||
| 16637 |
AI-powered prompt refinement with adaptive questioning and multi-provider suppo…
|
F 25 5⁄4 | ||||||||
| 16638 |
|
F 25 5⁄5 | ||||||||
| 16639 |
Enables the management of AI-powered VibeKit apps, allowing users to control de…
|
F 25 6⁄6 | ||||||||
| 16640 |
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private De…
|
F 25 5⁄5 | ||||||||
| 16641 |
Internet radio streaming MCP server — search, play, and manage radio stations w…
|
F 25 5⁄4 | ||||||||
| 16642 |
🐍 Automatic operation of on-screen GUI.
|
F 25 5⁄4 | ||||||||
| 16643 |
Maple is a unified MCP server for agent observability, safety control, and beha…
|
F 25 5⁄5 | ||||||||
| 16644 |
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
|
F 25 5⁄5 | ||||||||
| 16645 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16646 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16647 |
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
|
F 25 5⁄5 | ||||||||
| 16648 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16649 |
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
|
F 25 5⁄5 | ||||||||
| 16650 |
An MCP server that preserves LLM context by intercepting large data outputs and…
|
F 25 5⁄4 | ||||||||