MCP Spectral

Created By

mark-sivilla year ago

Lints/Validates an OpenAPI specification

Overview Content Tools Comments

Overview

What is MCP Spectral?

MCP Spectral is a server that allows Large Language Models (LLMs) to validate and lint OpenAPI specifications using the Model Context Protocol (MCP). It wraps the Spectral command line tool within a Docker image to facilitate this process.

How to use MCP Spectral?

To use MCP Spectral, install Docker, configure the MCP server access, and then interact with the server using prompts to validate OpenAPI specifications.

Key features of MCP Spectral?

Lints OpenAPI specifications for validity.
Supports custom rulesets for linting.
Provides version information of the Spectral tool being used.

Use cases of MCP Spectral?

Validating OpenAPI specifications for APIs.
Ensuring compliance with specific API documentation standards.
Assisting in the development of API documentation and contracts.

Is MCP Spectral free to use?

Yes! MCP Spectral is open-source and free to use.

What do I need to run MCP Spectral?

You need to have Docker installed on your machine.

Useful links

MCP Spectral on Docker Hub
Spectral linter for OpenAPI specifications
Reducing AI Hallucinations When Generating OpenAPI Specifications using MCP Spectral

Try in Playground

Server Config

{
  "mcpServers": {
    "OpenAPI linting (Spectral)": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "marksivill/mcp-spectral"
      ]
    }
  }
}

Project Info

Created At

a year ago

Updated At

a year ago

Author Name

mark-sivill

Star

-

Language

-

License

-

Category

Tags

Homepage

https://github.com/mark-sivill/mcp-spectral

Recommend Servers

Uae Payments Mcp

@junter1989k-ai

13 days ago

@modelcontextprotocol

AI image generation using various models

a year ago

MCP Server for Milvus

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

a year ago

Senegal Payments Mcp

@junter1989k-ai

12 days ago

Web content fetching and conversion for efficient LLM usage

9 months ago

Nepal Payments Mcp

@junter1989k-ai

12 days ago

Kazakhstan Payments Mcp

@junter1989k-ai

12 days ago

Bucket Feature Flags MCP Server

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

a year ago

Costa Rica Payments Mcp

@junter1989k-ai

12 days ago

Aws Kb Retrieval Server

@modelcontextprotocol

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

a year ago

Algeria Payments Mcp

@junter1989k-ai

12 days ago

@modelcontextprotocol

Browser automation and web scraping

a year ago

Georgia Payments Mcp

@junter1989k-ai

12 days ago

@modelcontextprotocol

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

a year ago

Uruguay Payments Mcp

@junter1989k-ai

12 days ago

EdgeOne Pages MCP

@TencentEdgeOne

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

TypeScript

a year ago

@modelcontextprotocol

GitLab API, enabling project management

a year ago

Papaya Pay Any Bill

Ready for a new way to bill pay? Pay any bill in a snap, right from a chat. Describe or snap a photo of your bill (electric, water, gas, internet, phone, medical, credit card, rent, parking tickets, traffic violations and more) and Papaya reads it, then hands you a secure link to pay by card. Fast, secure, and no juggling twelve logins, with full or partial payments and status updates. Powered by Papaya (papayapay.com).

12 days ago

Jina AI MCP Tools

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

JavaScript

a year ago

Aiimagemultistyle

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

a year ago

Songcheck Ai Music Detector

@afghanfansmedia-ai

Is this song AI or human? SongCheck detects AI-generated music (Suno, Udio, and more) and media from any AI agent. Point it at an audio file, an image/video, or a whole music folder and it returns a verdict (LIKELY AI-GENERATED / UNCERTAIN / LIKELY HUMAN), an AI-probability score, confidence, and provenance signals (Content Credentials / SynthID watermark, generator hints). Tools: detect_ai_music, detect_ai_media, scan_catalog (audit an entire catalog), and songcheck_health. Free tier is 5 checks/day; a paid key unlocks unlimited catalog scans. Powered by SongCheck (Khaled Media), a self-hosted v9 ensemble detector.

7 days ago

高德地图官方 MCP Server

a year ago

Kenya Payments Mcp

@junter1989k-ai

13 days ago

Croatia Payments Mcp

@junter1989k-ai

12 days ago

12 days ago

Sweden Payments Mcp

@junter1989k-ai

12 days ago

Rwanda Payments Mcp

@junter1989k-ai

12 days ago

Ghana Payments Mcp

@junter1989k-ai

13 days ago

Belgium Payments Mcp

@junter1989k-ai

13 days ago

Zambia Payments Mcp

@junter1989k-ai

12 days ago