# databricks_query_vector_search_index

A read tool on the Databricks MCP Server MCP server.

Agent View of the PolicyLayer registry record for `databricks_query_vector_search_index`. HTML page: https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-query-vector-search-index

## Facts

- Tool: `databricks_query_vector_search_index`
- Server: Databricks MCP Server (`pypi:databricks-sdk-mcp`) — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp.md
- Install: `npx -y pypi:databricks-sdk-mcp`
- Homepage: https://github.com/pramodbhatofficial/databricks-mcp-server
- Risk category: Read (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Allowed

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "databricks_query_vector_search_index",
    "arguments": {}
  }
}
```

## Why databricks_query_vector_search_index is rated Low

Query operations are classified as Read operations since they retrieve data without side effects. Though confidence is moderate due to the empty description, the naming convention strongly indicates a retrieval operation. If this tool actually performs searches across vector indices in Databricks, the primary effect would be data retrieval with no side effects on the underlying data or system state.

From the tool's own definition: "Tool name contains 'query' which typically indicates data retrieval. No description provided, but the suffix 'vector_search_index' suggests it queries a search index for vector data rather than modifying or executing operations."

## Use case

AI agents call databricks_query_vector_search_index to retrieve information from Databricks MCP Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

## Recommended policy (PolicyLayer)

Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Databricks MCP Server:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "databricks_query_vector_search_index": {}
  }
}
```

## Other tools on Databricks MCP Server (261)

- `databricks_dbfs_delete` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-dbfs-delete.md
- `databricks_delete_app` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-app.md
- `databricks_delete_catalog` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-catalog.md
- `databricks_delete_connection` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-connection.md
- `databricks_delete_database_instance` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-database-instance.md
- `databricks_delete_experiment` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-experiment.md
- `databricks_delete_external_location` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-external-location.md
- `databricks_delete_function` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-function.md
- `databricks_delete_git_credential` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-git-credential.md
- `databricks_delete_global_init_script` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-global-init-script.md
- `databricks_delete_group` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-group.md
- `databricks_delete_instance_pool` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-instance-pool.md
- `databricks_delete_job` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-job.md
- `databricks_delete_metastore` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-metastore.md
- `databricks_delete_online_table` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-online-table.md
- `databricks_delete_pipeline` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-pipeline.md
- `databricks_delete_quality_monitor` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-quality-monitor.md
- `databricks_delete_recipient` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-recipient.md
- `databricks_delete_registered_model` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-registered-model.md
- `databricks_delete_run` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-run.md
- `databricks_delete_schema` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-schema.md
- `databricks_delete_secret` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-secret.md
- `databricks_delete_secret_scope` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-secret-scope.md
- `databricks_delete_service_principal` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-service-principal.md
- `databricks_delete_serving_endpoint` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-serving-endpoint.md
- `databricks_delete_share` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-share.md
- `databricks_delete_storage_credential` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-storage-credential.md
- `databricks_delete_table` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-table.md
- `databricks_delete_token` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-token.md
- `databricks_delete_token_management` — Destructive — https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp/databricks-delete-token-management.md
- …and 231 more: https://policylayer.com/tools/io-github-pramodbhatofficial-databricks-sdk-mcp.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=io-github-pramodbhatofficial-databricks-sdk-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/io-github-pramodbhatofficial-databricks-sdk-mcp