Skip to main content
Glama
ahmaddioxide

MCP Image Resolver

by ahmaddioxide
README.md
# MCP Image Resolver Server

An MCP (Model Context Protocol) server that provides royalty-free image search for AI hosts like Cursor, Claude Desktop, VS Code, Windsurf, and more. Ask your AI assistant to find images by natural language—it uses the `search_images` tool and returns structured results from Pexels and Unsplash.

## Features

- **search_images** — Search for royalty-free images (supports limit, page, orientation)
- **extract_image_query** — Transform free-form text into an image search query
- **get_best_image** — Return a single best image for a query
- **search_images_batch** — Run multiple searches in parallel
- **resolve_image_attribution** — Generate provider-compliant attribution text
- **Pexels & Unsplash** — Multi-provider support (free tier for both)
- **Unified response** — Structured results with url, source, dimensions, photographer, tags
- **Works everywhere** — Any MCP client that supports stdio servers

## Requirements

- Node.js 18+
- At least one API key: Pexels ([pexels.com/api](https://www.pexels.com/api/)) and/or Unsplash ([unsplash.com/oauth/applications](https://unsplash.com/oauth/applications))

## Quick Start (No Installation Required)

No cloning or building needed. Just add this config to your MCP client and it runs via `npx` automatically:

```json
{
  "mcpServers": {
    "image-resolver": {
      "command": "npx",
      "args": ["-y", "@ahmaddioxide/mcp-image-resolver"],
      "env": {
        "PEXELS_API_KEY": "your-pexels-api-key",
        "UNSPLASH_ACCESS_KEY": "your-unsplash-access-key"
      }
    }
  }
}
```

At least one API key is required. Both are free — get them here:
- Pexels: [pexels.com/api](https://www.pexels.com/api/)
- Unsplash: [unsplash.com/oauth/applications](https://unsplash.com/oauth/applications)

## Architecture (High-Level)

```
┌─────────────────────────────────────────────────────────────────────────────┐
│                           MCP Client (Cursor, Claude, VS Code, etc.)        │
│                                     │                                       │
│                            stdio (stdin/stdout)                             │
└─────────────────────────────────────┼───────────────────────────────────────┘
                                      │
                                      ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                         MCP Image Resolver Server                           │
│  ┌─────────────────────────────────────────────────────────────────────┐   │
│  │  index.ts          MCP server entry, registers tools, stdio transport│   │
│  └─────────────────────────────────────────────────────────────────────┘   │
│                                      │                                      │
│                                      ▼                                      │
│  ┌─────────────────────────────────────────────────────────────────────┐   │
│  │  tools/search-images.ts   Tool handler: search_images(query)         │   │
│  └─────────────────────────────────────────────────────────────────────┘   │
│                                      │                                      │
│                                      ▼                                      │
│  ┌──────────────────────┐  ┌──────────────────────┐                        │
│  │  providers/pexels.ts  │  │ providers/unsplash.ts │                        │
│  │  Pexels API adapter   │  │ Unsplash API adapter  │──▶ ImageResult schema  │
│  └──────────────────────┘  └──────────────────────┘                        │
│               │                        │                                    │
│               └────────────────────────┴────▶ utils/normalize.ts            │
└─────────────────────────────────────┼───────────────────────────────────────┘
                                      │
                    ┌─────────────────┴─────────────────┐
                    ▼                                   ▼
┌──────────────────────────────┐    ┌──────────────────────────────────────────┐
│  Pexels API                  │    │  Unsplash API                             │
│  api.pexels.com              │    │  api.unsplash.com                         │
└──────────────────────────────┘    └──────────────────────────────────────────┘
```

**Flow:** MCP client → stdio → `index.ts` (registers tools) → `search-images.ts` → Pexels and Unsplash providers (when keys are set). Results are merged (Pexels first, then Unsplash) and normalized to the unified `ImageResult` schema.

## Client Setup

### Cursor

Add to `.cursor/mcp.json` (project) or `~/.cursor/mcp.json` (global):

```json
{
  "mcpServers": {
    "image-resolver": {
      "command": "npx",
      "args": ["-y", "@ahmaddioxide/mcp-image-resolver"],
      "env": {
        "PEXELS_API_KEY": "your-pexels-api-key",
        "UNSPLASH_ACCESS_KEY": "your-unsplash-access-key"
      }
    }
  }
}
```

Restart Cursor after config changes.

### Claude Desktop

Add to your Claude config file:
- **macOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`
- **Windows**: `%APPDATA%\Claude\claude_desktop_config.json`
- **Linux**: `~/.config/Claude/claude_desktop_config.json`

Via Settings: **Developer → Edit Config**

```json
{
  "mcpServers": {
    "image-resolver": {
      "command": "npx",
      "args": ["-y", "@ahmaddioxide/mcp-image-resolver"],
      "env": {
        "PEXELS_API_KEY": "your-pexels-api-key",
        "UNSPLASH_ACCESS_KEY": "your-unsplash-access-key"
      }
    }
  }
}
```

Restart Claude Desktop completely after saving.

### VS Code

Add to `.vscode/mcp.json` (workspace) or your user profile `mcp.json`:

```json
{
  "servers": {
    "image-resolver": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@ahmaddioxide/mcp-image-resolver"],
      "env": {
        "PEXELS_API_KEY": "your-pexels-api-key",
        "UNSPLASH_ACCESS_KEY": "your-unsplash-access-key"
      }
    }
  }
}
```

> **Note:** VS Code uses `servers` (not `mcpServers`) and requires `"type": "stdio"`.

### Windsurf

Add to `~/.codeium/windsurf/mcp_config.json`:

```json
{
  "mcpServers": {
    "image-resolver": {
      "command": "npx",
      "args": ["-y", "@ahmaddioxide/mcp-image-resolver"],
      "env": {
        "PEXELS_API_KEY": "your-pexels-api-key",
        "UNSPLASH_ACCESS_KEY": "your-unsplash-access-key"
      }
    }
  }
}
```

Refresh the MCP config after changes.

### Other MCP Clients

Any client that supports stdio MCP servers (Amp, Continue.dev, Amazon Q, etc.) can use this server:

- **Command**: `npx`
- **Args**: `["-y", "@ahmaddioxide/mcp-image-resolver"]`
- **Env**: `{ "PEXELS_API_KEY": "your-key", "UNSPLASH_ACCESS_KEY": "your-key" }` (at least one required)

## Usage

Once configured, ask your AI assistant to find images in natural language. It will call the `search_images` tool automatically.

**Example prompts:**

- "Find royalty-free images of a sunset mosque"
- "Search for zen yoga images suitable for a wellness app"
- "Get some minimalist office workspace photos"
- "Find images for a cooking blog header"

The tool returns image URLs and metadata. Use the links to view or download images.

## Tool Schema

| Tool                          | Params                                   | Description                              |
|-------------------------------|------------------------------------------|------------------------------------------|
| **search_images**             | query, limit?, page?, orientation?       | Search images from Pexels and Unsplash   |
| **extract_image_query**       | context                                  | Extract search terms from free-form text |
| **get_best_image**            | query, orientation?                      | Return a single best image               |
| **search_images_batch**       | queries, limit?                          | Run multiple searches in parallel        |
| **resolve_image_attribution** | photographer, source, url?               | Generate attribution text                |

**Response:** JSON with `results` array of `{ url, source, width, height, photographer, tags }`. Each result includes `source` (`"Pexels"` or `"Unsplash"`) for attribution.

**Note:** When both providers are configured, results are merged with Pexels first, then Unsplash. Use `limit: 20` or higher to see results from both providers in a single search.

## Testing

Example prompts to verify the tools:

- *"Search for mountain landscape with limit 20 and show me which results came from Pexels vs Unsplash."*
- *"Use extract_image_query on: I need a hero image for a meditation app with mountains."*
- *"Use search_images_batch for 'sunset mosque', 'pakistani flag', and 'zen yoga'."*
- *"Get a single best image for coffee shop and generate attribution for it."*

## Development

To contribute or run locally, clone the repo and build from source:

```bash
git clone https://github.com/ahmaddioxide/image-resolver-mcp.git
cd image-resolver-mcp
npm install
cp .env.example .env
# Add PEXELS_API_KEY and/or UNSPLASH_ACCESS_KEY to .env
npm run build
```

Or run in development mode without building, using `tsx`:

```json
{
  "mcpServers": {
    "image-resolver": {
      "command": "npx",
      "args": ["tsx", "/path/to/image-resolver-mcp/src/index.ts"],
      "env": {
        "PEXELS_API_KEY": "your-pexels-api-key",
        "UNSPLASH_ACCESS_KEY": "your-unsplash-access-key"
      }
    }
  }
}
```

## Attribution

Images are sourced from [Pexels](https://www.pexels.com/) and [Unsplash](https://unsplash.com/). Per their API terms:

- Provide prominent links to Pexels and Unsplash
- Credit photographers: "Photo by [Name] on Pexels" / "Photo by [Name] on Unsplash"
- Response metadata includes `photographer` and `source`; use `resolve_image_attribution` for compliant text

## Contributing

Contributions are welcome. Please read [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines and [CODE_OF_CONDUCT.md](CODE_OF_CONDUCT.md) for community standards. See [SECURITY.md](SECURITY.md) for vulnerability reporting.

## License

MIT — see [LICENSE](LICENSE).

TDQS

A3.5/5.0

Scored across 5 tools

Disambiguation3/5

search_images, get_best_image, and search_images_batch all perform image searches with slight variations, which could confuse an agent trying to pick the right one. The descriptions help clarify the differences, but the overlapping purposes create some ambiguity.

Naming Consistency4/5

Tool names generally follow a verb_noun pattern (search_images, get_best_image, resolve_image_attribution), with minor inconsistencies like search_images_batch placing the modifier at the end. Overall, the naming is readable and predictable.

Tool Count5/5

With 5 tools, the server is well-scoped for its purpose: image search and attribution. Each tool has a clear role, and the count is neither too sparse nor overwhelming.

Completeness4/5

The tool surface covers a typical workflow: optimizing a query, searching for images, picking the best one, and generating attribution. Obvious gaps are minor, such as lack of a direct image-by-URL retrieval tool, but the core functionality is solid.

Maintenance

ActivityInactive
ResponsivenessUnresponsive