# SwaggerHub MCP for AI Agents AI Agent Connect

> SwaggerHub MCP. Connect your AI agent to your SwaggerHub workspace to read OpenAPI specs, manage API designs, and audit integrations directly from your terminal. Stop switching between your browser and your IDE to check documentation; let your agent pull the specs for you.

## Overview
- **Category:** developer-tools
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_yxaBIFA3ShjsASSaz8QU0k25zGEdGatXEvFXcUe2/ai-agent-connect
- **Tags:** openapi, api-design, documentation, api-lifecycle, rest-api

## Description

This Connector turns your AI agent into a technical architect that knows your entire API ecosystem by heart. Instead of hunting through a browser for the latest JSON file, you can ask your agent to pull specific versions of your OpenAPI specs or check which shared domains are being reused across your projects. It bridges the gap between your documentation and your development workflow by giving your agent a live, queryable index of your API lifecycle. You can verify if your CI/CD pipelines are actually synced with your latest definitions or audit backend dependencies without ever leaving your workspace. When you use this through the Vinkius catalog, you remove the friction of context-switching. You stop guessing about backend requirements and start getting precise, structured data for your code generation and system design. It handles everything from listing your organization's API roster to fetching core parameters from shared components, making it a primary tool for anyone who needs to keep their code in sync with their documentation.

## Tools

### get_api_details
Pulls the basic information and metadata for a specific SwaggerHub API. Use this to see the high-level details of an existing definition.

### get_project_details
Provides the details and structure of a specific project in your workspace. It helps you see how different APIs are grouped together.

### list_apis
Lists all the API definitions owned by your user or organization. Use this to get a broad overview of your available specs.

### list_domains
Shows all the shared domains and reusable components in your account. This helps you avoid duplicating common API structures.

### list_api_integrations
Lists the CI/CD integrations like AWS or GitHub for a specific API. Use this to verify that your deployment pipelines are correctly linked.

### list_projects
Shows all the projects within your SwaggerHub organization. This helps you navigate the overall structure of your team's work.

### list_api_templates
Shows the list of available API templates on the platform. Use this to see standard starting points for new designs.

### search_apis
Searches the public SwaggerHub registry for APIs based on your keywords. This is useful for finding external specifications.

### get_api_version_spec
Fetches a specific version of an OpenAPI spec in JSON format. This is the primary way to get the raw data for your agent to read.

### get_domain_details
Shows the metadata for a shared domain or reusable component. Use this to understand how common pieces of your API are structured.

## Prompt Examples

**Prompt:** 
```
Find the OpenAPI spec for the 'UserAuth' API version 1.2.0.
```

**Response:** 
```
I've pulled the OpenAPI specification for the UserAuth API (v1.2.0) from your SwaggerHub workspace.

**Endpoint Summary:**
- `POST /auth/login`: Handles user credentials.
- `POST /auth/refresh`: Renews session tokens.

**Key Details:**
- **Auth Type:** Bearer Token
- **Rate Limit:** 100 requests/minute

Would you like me to generate some boilerplate code based on this spec?
```

**Prompt:** 
```
Are our Billing API integrations with AWS and GitHub currently synced?
```

**Response:** 
```
I checked the integration status for the Billing API:

| Integration | Status | Last Sync |
| :--- | :--- | :--- |
| **AWS API Gateway** | ✅ Synced | 12 minutes ago |
| **GitHub Actions** | ✅ Synced | 45 minutes ago |

Both integrations are currently healthy and matching your latest definitions.
```

**Prompt:** 
```
List all the shared domains we have in our organization so I can see if we have a standard for payments.
```

**Response:** 
```
I found 12 shared domains in your organization. Here are the ones related to payments:

- **PaymentGateway_v2**: Handles external processor connections.
- **CurrencyConverter**: Standardized rates for multi-currency support.
- **TransactionLogger**: Shared logging for all financial events.

Would you like to see the full details for any of these?
```

## Capabilities

### Pull OpenAPI specs
Fetch specific versioned JSON files for any API in your organization directly into your chat.

### Audit CI/CD links
Check if your GitHub, AWS, or GitLab integrations are correctly synced with your specs.

### Query shared domains
See which reusable components and shared definitions are used across different projects.

### Map project structures
View the full hierarchy of projects and API definitions in your workspace.

### Search public registries
Find external API specifications using keywords from the public SwaggerHub registry.

## Use Cases

### Checking for shared components
A developer wants to know if a 'UserAuth' domain already exists before creating a new one. They ask the agent to list domains to see what is already available.

### Verifying deployment sync
A DevOps lead needs to know if the Billing API is synced with AWS. They ask the agent to check the integrations to verify the sync status.

### Generating boilerplate code
A backend engineer asks the agent to pull the v2.0.0 spec for the Payments API to generate a new client library using the latest definitions.

### Auditing organizational specs
A tech lead wants a list of all active projects to see which ones are missing documentation or have outdated integration links.

## Benefits

- Stop manual copy-pasting. Use get_api_version_spec to feed your agent the exact JSON it needs for code generation without leaving your editor.
- Verify CI/CD syncs instantly. Use list_api_integrations to check if your AWS or GitHub links are actually working in real time.
- Ensure component reuse. Use list_domains and get_domain_details to see how shared definitions are used across different projects to avoid duplication.
- Map your entire API portfolio. Use list_apis and list_projects to give your agent a high-level view of your organization's full infrastructure.
- Faster troubleshooting. Use get_api_details to quickly check metadata when a production endpoint starts acting up or returning unexpected results.

## How It Works

The bottom line is that your AI gets a direct line into your API documentation without you having to copy-paste a single file.

1. Add the SwaggerHub MCP to your AI client and provide your SWAGGERHUB_KEY in the credentials setup.
2. Tell your agent which API, project, or shared domain you want to inspect.
3. Get a structured list of specs, metadata, or integration statuses instantly in your chat.

## Frequently Asked Questions

**Can the SwaggerHub MCP help me generate code?**
Yes, by pulling the exact OpenAPI JSON specs for your APIs, your agent can use that data to generate accurate client libraries, server stubs, or mock data.

**How does the SwaggerHub MCP handle my API keys?**
The Connector uses your SWAGGERHUB_KEY, which you provide in your client's credential setup. This ensures your agent can securely access your private workspace data.

**Can I use the SwaggerHub MCP to see my team's projects?**
Yes, the Connector can list all projects in your organization, giving your agent a high-level view of how different APIs are grouped and managed.

**Does the SwaggerHub MCP work with AWS integrations?**
Yes, it can specifically check the sync status of your AWS API Gateway integrations to ensure your documentation matches your deployed infrastructure.

**How do I use the SwaggerHub MCP to find shared components?**
You can simply ask your agent to list your shared domains. It will then show you all the reusable components available in your workspace.

**Can the SwaggerHub MCP search for public APIs?**
Yes, the Connector includes a tool to search the public SwaggerHub registry, allowing your agent to find and retrieve external API specifications for you.

**Can the agent interact with public APIs outside my specific organizational ecosystem?**
Yes. Beyond listing your own API configurations, the integration includes powerful global metadata tools like `search_apis` allowing you to query keyword structures discovering public interfaces readily.

**How securely does the system parse potentially heavy or oversized API configurations locally?**
Yes. The integration parses large JSON configurations securely and natively, ensuring large multi-megabyte API definitions are safely parsed without memory timeouts.

**Can the AI modify or publish new API specifications?**
The integration is primarily read-oriented — it retrieves specs, domains, projects, and integration configs. To publish or edit specs you would use the SwaggerHub editor or its write API endpoints separately.