# Vectorize Mcp Server > Official Vectorize MCP Server - **Type:** MCP server - **Install:** `agentstack add mcp-vectorize-io-vectorize-mcp-server` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [vectorize-io](https://agentstack.voostack.com/s/vectorize-io) - **Installs:** 0 - **Category:** [Integrations](https://agentstack.voostack.com/c/integrations) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [vectorize-io](https://github.com/vectorize-io) - **Source:** https://github.com/vectorize-io/vectorize-mcp-server - **Website:** https://docs.vectorize.io/developer-guides/mcp-server/ ## Install ```sh agentstack add mcp-vectorize-io-vectorize-mcp-server ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # Vectorize MCP Server A Model Context Protocol (MCP) server implementation that integrates with [Vectorize](https://vectorize.io/) for advanced Vector retrieval and text extraction. ## Installation ### Running with npx ```bash export VECTORIZE_ORG_ID=YOUR_ORG_ID export VECTORIZE_TOKEN=YOUR_TOKEN export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID npx -y @vectorize-io/vectorize-mcp-server@latest ``` ### VS Code Installation For one-click installation, click one of the install buttons below: [](https://insiders.vscode.dev/redirect/mcp/install?name=vectorize&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40vectorize-io%2Fvectorize-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22VECTORIZE_ORG_ID%22%3A%22%24%7Binput%3Aorg_id%7D%22%2C%22VECTORIZE_TOKEN%22%3A%22%24%7Binput%3Atoken%7D%22%2C%22VECTORIZE_PIPELINE_ID%22%3A%22%24%7Binput%3Apipeline_id%7D%22%7D%7D&inputs=%5B%7B%22type%22%3A%22promptString%22%2C%22id%22%3A%22org_id%22%2C%22description%22%3A%22Vectorize+Organization+ID%22%7D%2C%7B%22type%22%3A%22promptString%22%2C%22id%22%3A%22token%22%2C%22description%22%3A%22Vectorize+Token%22%2C%22password%22%3Atrue%7D%2C%7B%22type%22%3A%22promptString%22%2C%22id%22%3A%22pipeline_id%22%2C%22description%22%3A%22Vectorize+Pipeline+ID%22%7D%5D) [](https://insiders.vscode.dev/redirect/mcp/install?name=vectorize&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40vectorize-io%2Fvectorize-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22VECTORIZE_ORG_ID%22%3A%22%24%7Binput%3Aorg_id%7D%22%2C%22VECTORIZE_TOKEN%22%3A%22%24%7Binput%3Atoken%7D%22%2C%22VECTORIZE_PIPELINE_ID%22%3A%22%24%7Binput%3Apipeline_id%7D%22%7D%7D&inputs=%5B%7B%22type%22%3A%22promptString%22%2C%22id%22%3A%22org_id%22%2C%22description%22%3A%22Vectorize+Organization+ID%22%7D%2C%7B%22type%22%3A%22promptString%22%2C%22id%22%3A%22token%22%2C%22description%22%3A%22Vectorize+Token%22%2C%22password%22%3Atrue%7D%2C%7B%22type%22%3A%22promptString%22%2C%22id%22%3A%22pipeline_id%22%2C%22description%22%3A%22Vectorize+Pipeline+ID%22%7D%5D&quality=insiders) ### Manual Installation For the quickest installation, use the one-click install buttons at the top of this section. To install manually, add the following JSON block to your User Settings (JSON) file in VS Code. You can do this by pressing `Ctrl + Shift + P` and typing `Preferences: Open User Settings (JSON)`. ```json { "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": "${input:pipeline_id}" } } } } } ``` Optionally, you can add the following to a file called `.vscode/mcp.json` in your workspace to share the configuration with others: ```json { "inputs": [ { "type": "promptString", "id": "org_id", "description": "Vectorize Organization ID" }, { "type": "promptString", "id": "token", "description": "Vectorize Token", "password": true }, { "type": "promptString", "id": "pipeline_id", "description": "Vectorize Pipeline ID" } ], "servers": { "vectorize": { "command": "npx", "args": ["-y", "@vectorize-io/vectorize-mcp-server@latest"], "env": { "VECTORIZE_ORG_ID": "${input:org_id}", "VECTORIZE_TOKEN": "${input:token}", "VECTORIZE_PIPELINE_ID": "${input:pipeline_id}" } } } } ``` ## Configuration on Claude/Windsurf/Cursor/Cline ```json { "mcpServers": { "vectorize": { "command": "npx", "args": ["-y", "@vectorize-io/vectorize-mcp-server@latest"], "env": { "VECTORIZE_ORG_ID": "your-org-id", "VECTORIZE_TOKEN": "your-token", "VECTORIZE_PIPELINE_ID": "your-pipeline-id" } } } } ``` ## Tools ### Retrieve documents Perform vector search and retrieve documents (see official [API](https://docs.vectorize.io/api/api-pipelines/api-retrieval)): ```json { "name": "retrieve", "arguments": { "question": "Financial health of the company", "k": 5 } } ``` ### Text extraction and chunking (Any file to Markdown) Extract text from a document and chunk it into Markdown format (see official [API](https://docs.vectorize.io/api/api-extraction)): ```json { "name": "extract", "arguments": { "base64document": "base64-encoded-document", "contentType": "application/pdf" } } ``` ### Deep Research Generate a Private Deep Research from your pipeline (see official [API](https://docs.vectorize.io/api/api-pipelines/api-deep-research)): ```json { "name": "deep-research", "arguments": { "query": "Generate a financial status report about the company", "webSearch": true } } ``` ## Development ```bash npm install npm run dev ``` ### Release Change the package.json version and then: ```bash git commit -am "x.y.z" git tag x.y.z git push origin git push origin --tags ``` ### Contributing 1. Fork the repository 2. Create your feature branch 3. Submit a pull request ## Source & license This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [vectorize-io](https://github.com/vectorize-io) - **Source:** [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server) - **License:** MIT - **Homepage:** https://docs.vectorize.io/developer-guides/mcp-server/ Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-vectorize-io-vectorize-mcp-server - Seller: https://agentstack.voostack.com/s/vectorize-io - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.