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The Vectorize MCP server enables vector search, text extraction, and deep research using the Vectorize.io platform, requiring API keys and pipeline IDs for operation.
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The Vectorize MCP server enables vector search, text extraction, and deep research using the Vectorize.io platform, requiring API keys and pipeline IDs for operation.
This server's safety depends heavily on the security of the Vectorize API keys and the configuration of the Vectorize pipeline. It is relatively safe for read-only operations, but write operations and deep research carry moderate risks due to potential data exposure and dependency on external services.
Performance depends on the Vectorize API's response times and the size of the documents being processed. Large documents or complex queries may result in slower response times.
Cost is determined by Vectorize's pricing model, which likely depends on API usage, data storage, and processing resources. Be mindful of API call limits and data transfer costs.
npm install
npm run dev{
"mcp": {
"inputs": [
{
"type": "promptString",
"id": "org_id",
"description": "Vectorize Organization ID"
},
{
"type": "promptString",
"id": "token",
"description": "Vectorize Token",
"password": true
},
{
"type": "promptString",
"id": "pipeline_id",
"description": "Vectorize Pipeline ID"
}
],
"servers": {
"vectorize": {
"command": "npx",
"args": ["-y", "@vectorize-io/vectorize-mcp-server@latest"],
"env": {
"VECTORIZE_ORG_ID": "${input:org_id}",
"VECTORIZE_TOKEN": "${input:token}",
"VECTORIZE_PIPELINE_ID": "${input:pipeline_id}"
}
}
}
}
}VECTORIZE_ORG_IDVECTORIZE_TOKENVECTORIZE_PIPELINE_IDretrievePerforms vector search and retrieves documents based on a given question.
Read-only operation; retrieves existing data based on a query.
extractExtracts text from a document and chunks it into Markdown format.
Processes user-provided documents; potential for denial-of-service if large or malformed documents are submitted.
deep-researchGenerates a private deep research report from your pipeline based on a query.
Performs web searches and generates reports; potential for information leakage or unintended data exposure.
API Key
This server's safety depends heavily on the security of the Vectorize API keys and the configuration of the Vectorize pipeline. It is relatively safe for read-only operations, but write operations and deep research carry moderate risks due to potential data exposure and dependency on external services.
Autonomy is limited by the capabilities exposed through the Vectorize API and the configuration of the Vectorize pipeline.
Production Tip
Monitor Vectorize API usage and set up alerts for unusual activity to detect potential security breaches or misconfigurations.
It integrates Vectorize.io with MCP to enable vector search, text extraction, and deep research capabilities.
VECTORIZE_ORG_ID, VECTORIZE_TOKEN, and VECTORIZE_PIPELINE_ID are required.
You can use the one-click install buttons or manually add the configuration to your User Settings (JSON) file.
It performs vector search and retrieves documents based on a given question.
It extracts text from a document and chunks it into Markdown format.
It generates a private deep research report from your pipeline based on a query.
Protect your Vectorize API keys and ensure your Vectorize pipeline is properly configured to prevent data leaks or unauthorized access.