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Unstructured API MCP Server

Enables interaction with the Unstructured API to manage data workflows, including creating and managing source connectors (S3, Azure, Google Drive, etc.), destination connectors (Weaviate, Pinecone, MongoDB, etc.), and workflows for document processing and data pipelines.

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 15 credentials: ASTRA_DB_APPLICATION_TOKEN, DATABRICKS_CLIENT_SECRET, NEO4J_PASSWORD, PINECONE_API_KEY, AWS_KEY, AWS_SECRET, TOKEN, WEAVIATE_CLOUD_API_KEY, FIRECRAWL_API_KEY, AZURE_ACCOUNT_KEY, AZURE_SAS_TOKEN, GOOGLEDRIVE_SERVICE_ACCOUNT_KEY, SALESFORCE_CONSUMER_KEY, SALESFORCE_PRIVATE_KEY, UNSTRUCTURED_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configLOG_LEVEL— Used to set logging level for our minimal_client, e.g. set to ERROR to get everything
configCONFIRM_TOOL_USE— set to true so that minimal_client can confirm execution before each tool call
🔐 secretASTRA_DB_APPLICATION_TOKEN— , ASTRA_DB_API_ENDPOINT required to create Astradb connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/astradb)
configASTRA_DB_API_ENDPOINT— ASTRA_DB_APPLICATION_TOKEN, required to create Astradb connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/astradb)
configDATABRICKS_CLIENT_ID
🔐 secretDATABRICKS_CLIENT_SECRET
configMONGO_DB_CONNECTION_STRING— required to create Mongodb connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/mongodb)
configNEO4J_USERNAME
🔐 secretNEO4J_PASSWORD— required to create Neo4j connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/neo4j)
🔐 secretPINECONE_API_KEY— required to create Pinecone vector DB connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/pinecone)
🔐 secretAWS_KEY
🔐 secretAWS_SECRET
🔐 secretTOKEN
configENDPOINT_URL
🔐 secretWEAVIATE_CLOUD_API_KEY— required to create Weaviate vector db connector, see how in [documentation](https://docs.unstructured.io/api-reference/workflow/destinations/weaviate)
🔐 secretFIRECRAWL_API_KEY— required to use Firecrawl tools in external/firecrawl.py, sign up on [Firecrawl](https://www.firecrawl.dev/) and get an API key.
configAZURE_CONNECTION_STRING— required option 1 to create Azure connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/sources/azure-blob-storage)
configAZURE_ACCOUNT_NAME
🔐 secretAZURE_ACCOUNT_KEY
🔐 secretAZURE_SAS_TOKEN
🔐 secretGOOGLEDRIVE_SERVICE_ACCOUNT_KEY
configONEDRIVE_CLIENT_CRED— ONEDRIVE_CLIENT_ID, ,ONEDRIVE_TENANT_ID required to create One Drive connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/onedrive)
configONEDRIVE_CLIENT_ID— , ONEDRIVE_CLIENT_CRED,ONEDRIVE_TENANT_ID required to create One Drive connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/onedrive)
configONEDRIVE_TENANT_ID— ONEDRIVE_CLIENT_ID, ONEDRIVE_CLIENT_CRED, required to create One Drive connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/destinations/onedrive)
🔐 secretSALESFORCE_CONSUMER_KEY
🔐 secretSALESFORCE_PRIVATE_KEY
configSHAREPOINT_CLIENT_ID— , SHAREPOINT_CLIENT_CRED,SHAREPOINT_TENANT_ID required to create One Drive connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/sources/sharepoint)
configSHAREPOINT_CLIENT_CRED— SHAREPOINT_CLIENT_ID, ,SHAREPOINT_TENANT_ID required to create One Drive connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/sources/sharepoint)
configSHAREPOINT_TENANT_ID— SHAREPOINT_CLIENT_ID, SHAREPOINT_CLIENT_CRED, required to create One Drive connector via uns-mcp server, see how in [documentation](https://docs.unstructured.io/ui/sources/sharepoint)
🔐 secretUNSTRUCTURED_API_KEY— "": "<your-key>"
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/liuchongchong1995-uns-mcp-1kp3nh)](https://m8ven.ai/mcp/liuchongchong1995-uns-mcp-1kp3nh)
commit: 6ee23b31783985762f0e7fd61105bf85ef68a129
code hash: d4988eb1d4213121df0ca191ab6380caa2fee6dff2cc49cc92511b749cba87b2
verified: 6/17/2026, 12:29:17 PM
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