Unstructured-IO/UNS-MCP

> [!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.
An MCP server implementation for interacting with the Unstructured API. This server provides tools to list sources and workflows.
Available Tools
| Tool | Description |
|-------------------------------------|------------------------------------------------------------------------------------------------------------------|
| list_sources | Lists available sources from the Unstructured API. |
| get_source_info | Get detailed information about a specific source connector. |
| create_source_connector | Create a source connector.) |
| update_source_connector | Update an existing source connector by params. |
| delete_source_connector | Delete a source connector by source id. |
| list_destinations | Lists available destinations from the Unstructured API. |
| get_destination_info | Get detailed info about a specific destination connector |
| create_destination_connector | Create a destination connector by params. |
| update_destination_connector | Update an existing destination connector by destination id. |
| delete_destination_connector | Delete a destination connector by destination id. |
| list_workflows | Lists workflows from the Unstructured API. |
| get_workflow_info | Get detailed information about a specific workflow. |
| create_workflow | Create a new workflow with source, destination id, etc. |
| run_workflow | Run a specific workflow with workflow id |
| update_workflow | Update an existing workflow by params. |
| delete_workflow | Delete a specific workflow by id. |
| list_jobs | Lists jobs for a specific workflow from the Unstructured API. |
| get_job_info | Get detailed information about a specific job by job id. |
| cancel_job | Delete a specific job by id. |
| list_workflows_with_finished_jobs | Lists all workflows that have any completed job, together with information about source and destination details. |
Below is a list of connectors the UNS-MCP server currently supports, please see the full list of source connectors that Unstructured platform supports here and destination list here. We are planning on adding more!
| Source | Destination |
|--------------|--------------------------------|
| S3 | S3 |
| Azure | Weaviate |
| Google Drive | Pinecone |
| OneDrive | AstraDB |
| Salesforce | MongoDB |
| Sharepoint | Neo4j |
| | Databricks Volumes |
| | Databricks Volumes Delta Table |
To use the tool that creates/updates/deletes a connector, the credentials for that specific connector must be defined in your .env file. Below is the list of credentials for the connectors we support:
| Credential Name | Description |
|-------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|