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You can use Cursor to request video, PDF, or image work through MCP, but Cursor is the host—not a built-in generator for all three formats. You connect an MCP server that exposes the tools, and that server implements the generation by calling a renderer or external service you choose. Cursor’s official MCP documentation explains the connection layer and an image returned by a tool; it does not provide a complete video or PDF generator or select a media provider. Cursor’s MCP documentation describes that boundary.
What Cursor MCP does—and what it does not
Model Context Protocol (MCP) is the connection between Cursor and external tools or data sources. An MCP server advertises tools; Cursor can make those tools available to its agent in chat. A server could expose a tool such as make_video, render_pdf, or create_image, but those names and their behavior are decisions made by the server author, not built-in Cursor media features.
The distinction matters: Cursor’s documentation establishes how to connect servers and shows an image returned to chat. It does not specify a video-generation API, PDF renderer, provider, cost, job-polling strategy, file-delivery mechanism, or generation code. Those pieces must come from the service or renderer your server uses. Do not assume that adding MCP to Cursor automatically provides media generation.
Choose where generation happens
Before configuring Cursor, decide what the MCP server will actually do. The MCP tool is the interface; its implementation handles generation, credentials, any asynchronous work, and delivery of the result.
The Tool Desk
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| Decision | Local MCP server | Remote MCP server |
|---|---|---|
| Connection | stdio: Cursor launches a local command with arguments. |
Cursor connects to a URL using a supported remote transport, such as SSE or Streamable HTTP. |
| Generation work | The server can call a local renderer or make network requests to a chosen service. | The server implementation performs work on its host and may call another service. |
| Credentials and access | May be supplied through environment variables or the implementation’s own configuration. | May use a supported OAuth flow or server-specific authentication, such as configured authorization headers. |
| Output handling | The tool implementation chooses how to return content or make a generated file available. | The tool implementation chooses how to return content or expose a generated artifact. |
Cursor documents stdio, SSE, and Streamable HTTP. The documentation does not prescribe which renderer or media provider you should select. Make that choice based on the provider’s own current documentation, including its authentication, output format, limits, billing, and usage rights.
Connect an MCP server to Cursor
Cursor supports project-specific and global configuration, as well as adding integrations through its marketplace. The exact JSON depends on the server you select; the examples below show configuration shapes, not a working media generator. Use the command, arguments, URL, and authentication requirements supplied by the server’s maintainer.
Project-level configuration
For a project-only server, create or edit .cursor/mcp.json in the project root. A local server configuration has this general shape:
{
"mcpServers": {
"media-tools": {
"command": "SERVER_COMMAND",
"args": ["SERVER_ARGUMENT"],
"env": {
"MEDIA_SERVICE_KEY": "YOUR_KEY"
}
}
}
}Replace the command, arguments, and environment variable with values documented by the server and provider. Do not commit real API keys to a shared repository. If the server expects a remote endpoint instead, use its documented URL and authentication configuration; do not copy local command/args settings into a remote entry.
Global configuration and marketplace setup
To make a server available across projects, Cursor’s help documentation identifies ~/.cursor/mcp.json as the global configuration location. Alternatively, find and add a server through Cursor’s marketplace. A marketplace listing is an installation route, not a guarantee that the server generates video, PDFs, or images; check its declared tools and dependencies.
Cursor’s setup guidance covers manual JSON configuration, authentication, and approvals in its MCP integrations help. Configuration details can vary by server and Cursor version, so follow the server’s own installation instructions where they differ.
Design the tool around the output you need
A useful server presents a tool with clear inputs and a result the client can use. Treat the following as design guidance for your server, not as a Cursor-prescribed API contract.
Images
Cursor documents an MCP tool response containing an image type, base64-encoded data, and a MIME type such as image/jpeg. Cursor can attach that returned image to the chat, where an image-capable model can analyze it. This demonstrates receiving image content; it does not identify a generation model, service, authentication method, or billing arrangement. Your implementation must call the image generator and return a valid result in the form the server and client support.
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1Clear out junk files and repair common Windows errors2Fix the driver behind crashes, sound loss and screen glitches3Repair Windows errors before they cause bigger problemsCursor’s ACP documentation separately describes a cursor/generate_image notification interface. It can include a description, an optional suggested output path, and optional reference-image paths; the notification reports a generated file path/data, rejection, or cancellation. This is an ACP client notification interface, not evidence that every MCP server generates images or that video and PDF tools use the same interface. See Cursor’s ACP documentation.
Video
For video, the MCP tool should expose the inputs your selected implementation needs, such as a prompt or source material, then call the chosen provider or renderer. If that service completes work asynchronously, the server must handle the service’s job lifecycle—such as waiting or checking status—and return a usable result. Where the output is stored, how the client receives it, and which options are supported all depend on that implementation and provider. Cursor’s MCP documentation does not establish a standard video tool or result contract.
PDFs
A PDF tool similarly delegates rendering to a chosen implementation. The server might pass structured content or a document source to a renderer, then return a file or otherwise make it accessible to the user. Which inputs, page settings, fonts, output paths, or delivery mechanisms are available is renderer-specific; Cursor does not prescribe them. Consult the renderer’s documentation before promising particular controls or output behavior.
Return the result in a form the user can reach
Tool design is incomplete until the generated artifact reaches the person who requested it. For image analysis inside chat, Cursor’s documented example supports returning base64 image content with a MIME type. For files—especially video and PDF—decide whether the server returns a supported content item, writes to a known location, or provides an external artifact workflow. The reviewed Cursor sources do not define a universal file-result contract for these formats.
Best Value
- Make the tool’s description say what it creates and what input it expects.
- Report completion or failure clearly; for asynchronous providers, expose progress or a useful final status according to the provider’s documented API.
- Return a result the user can access, and avoid implying that a file is attached to chat unless your server and client actually support that behavior.
- Handle provider credentials and generated files according to the provider’s and your organization’s security requirements.
Review permissions before enabling a server
An MCP server is executable code with the access its implementation and environment allow. Cursor documents tool approvals and enterprise controls; its guidance notes that MCP servers may read external files, execute operations, and access databases or APIs. Review the server’s source or maintainer, requested permissions, data handling, and network destinations before installation. In a managed environment, administrators can apply approved-server, tool, and network controls. See Cursor’s model and integration management guidance.
Tool approval is enabled by default according to Cursor’s documentation, although actual execution can depend on run mode and allowlists. Do not treat an approval prompt as a substitute for understanding what the server can access. Keep provider keys out of prompts and source control, and configure them only through the mechanism documented for the server.
Troubleshoot connection and output failures
The server does not appear in Cursor
- Check that the file is at the intended location:
.cursor/mcp.jsonfor the project or~/.cursor/mcp.jsonfor global setup. - Validate the JSON syntax and confirm that the server name, command/arguments or remote URL match the server’s installation instructions.
- For local
stdio, confirm the command is installed and available to Cursor in the environment it launches. - For a marketplace integration, confirm it was added and configured rather than merely viewed.
The connection starts but a tool call fails
- Check the server’s own logs and configuration for missing arguments, environment variables, or credentials.
- For a remote server, verify the endpoint and the authentication method the server actually supports; do not assume a generic header or OAuth setup applies to every integration.
- Review Cursor’s tool approval and allowlist behavior, then approve only tools you trust.
The image is not attached or cannot be analyzed
- Confirm the server returned image content with base64 data and a correct MIME type, as in Cursor’s documented image example.
- Check that the response is an image rather than a text message containing a file path; those are different result forms.
- Remember that image analysis in chat depends on an image-capable model and does not mean Cursor selected or ran the image generator.
A video or PDF is missing
- Check the generation provider or renderer’s status and output instructions; Cursor’s MCP layer does not supply a universal job poller or file-delivery method.
- Verify that the server’s tool returns or exposes the artifact in a way the user can reach, rather than only reporting that generation finished.
- Check provider-specific limits, authentication, and file access using that provider’s documentation. Cursor’s reviewed MCP docs do not establish those details.
Or skip the browser setup
If the image you need is a screenshot of a web page rather than a generated illustration, ScreenshotNeo is a website screenshot API and MCP server. It does not replace a video generator, PDF renderer, or arbitrary image-generation model. One GET request can return a PNG, JPEG, WebP, or PDF screenshot; its MCP tools are take_screenshot, get_page_info, and capture_pdf. See the ScreenshotNeo API documentation.
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpScreenshotNeo accepts cookie or consent banners like a visitor and removes more than 60 known consent platforms, newsletter popups, and chat widgets before capture; each step can be turned off. Bot checks, blank pages, timeouts, failed loads, and cache hits cost nothing, with response headers stating the page verdict and billing status. AI agents can use its MCP server. The free plan includes 1,000 screenshots a month with no card; paid plans start at $5 for 3,000 shots. Sign up for 1,000 free screenshots a month—no card required.
What Cursor’s documentation establishes
Cursor documents MCP connectivity, server setup options, approvals, and an image returned from a tool. Its ACP documentation describes a separate image-generation notification interface. The reviewed official material does not supply an end-to-end generator for all three formats or choose a provider. Consequently, a working video, PDF, or image-generation workflow depends on the MCP server and generation service you select; their current documentation must define the code, parameters, authentication, output, costs, and rights.
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