Unstructured
Set up and interact with your unstructured data processing workflows in Unstructured Platform
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Overview
> [!NOTE] > This server interacts with the Unstructured API to manage sources, destinations, and workflows. It is not actively maintained and is kept here for reference. > > If you want to parse and transform files into structured output (markdown, JSON, HTML, or plain text), use the Unstructured Transform MCP server instead. > > Unstructured Transform brings production-grade document processing to your agents as a hosted MCP server. It gives them the ability to turn 60+ file types into structured data that's ready for your applications, vector databases, and any downstream processes by parsing, enriching, chunking, and embedding files directly inside their current session. > > You can start using it by signing up here.
Installation
uvx pip install -e .
Configuration
{
"mcpServers": {
"UNS_MCP": {
"command": "uvx",
"args": ["uns_mcp"],
"env": {
"UNSTRUCTURED_API_KEY": "<your-key>"
}
}Capabilities
- List available sources and destinations
Use `list_sources` and `list_destinations` to see which connectors are configured in your Unstructured account.
- Manage source and destination connectors
Create, update, or delete connectors via `create_source_connector`, `update_destination_connector`, and related tools.
- Run and monitor ingestion workflows
Trigger a workflow with `run_workflow`, then track its jobs using `list_jobs` and `get_job_info`.
- Find workflows with completed jobs
Call `list_workflows_with_finished_jobs` to identify workflows that have finished processing.
- Crawl websites into your pipeline
Start a Firecrawl crawl with `invoke_firecrawl_crawlhtml` and check status via `check_crawlhtml_status`.
Tags
- document
- data-analysis
- workflow-automation
- cloud-storage
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