AI & ML16 toolsPaste one API key
Needle integration for AI agents
Needle provides retrieval-augmented generation (RAG) tools that enable semantic search across your data, facilitating the development of AI agents and applications.
Use it from your agent
One ClawLink account serves every agent you run. Pick the guide for yours, or connect Needle once and call the same tools from all of them.
Needle for OpenClawInstall, pair, connect, first prompt
Needle for Hermes AgentInstall, pair, connect, first promptMCPClaude Code, Cursor, any MCP clientCLI login or the remote MCP serverSetup
Connect Needle through ClawLink's hosted setup.
- Auth: Paste one API key. The credential stays on the ClawLink server; your agent holds only a ClawLink key you can revoke.
- Where: the ClawLink dashboard, or ask your agent to connect it.
What your agent can do
Needle exposes 16 tools through ClawLink. The 14 most used are listed here; your agent sees all of them.
| Tool | What it does | Kind |
|---|---|---|
needle_get_collection | Retrieve details for a specific collection by its ID | Read |
needle_get_collection_stats | Retrieve statistics for a specific collection by its ID | Read |
needle_get_file_download_url | Get a short-lived signed private download URL for a Needle file | Read |
needle_get_file_upload_url | Get signed URLs for uploading local files to Needle | Read |
needle_get_local_connector | Retrieve details of a local connector by its ID | Read |
needle_list_collection_files | List all files within a specific collection by its ID | Read |
needle_list_collections | List collections | Read |
needle_list_connectors | List connectors | Read |
needle_list_local_connectors | List local connectors | Read |
needle_search_collection | Perform semantic search within a specific Needle collection and return ranked results with | Read |
needle_add_files_to_collection | Add files to a collection by providing file URLs | Write |
needle_add_files_to_local_connector | Add files to a local connector by providing file metadata | Write |
needle_create_collection | Create a new collection | Write |
needle_create_local_connector | Create a local connector that monitors specified folders on a device | Write |
