cli-anything-generator
Build, refine, test, validate, or list CLI-Anything harnesses for GUI applications in Cursor. Prefer slash commands…
Command-line interface for ChromaDB - A stateless CLI for managing vector database collections, documents, and semantic search. Designed for AI agents and automation via the ChromaDB HTTP API v2.
Claude Code
$ npx -y skills add HKUDS/CLI-Anything --skill cli-anything-chromadb --agent claude-code
Codex
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-chromadb -a codex -y
Cursor
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-chromadb -a cursor -y
Gemini CLI
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-chromadb -a gemini-cli -y
GitHub Copilot
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-chromadb -a github-copilot -y
OpenCode
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-chromadb -a opencode -y
Windsurf
$ npx skills add HKUDS/CLI-Anything --skill cli-anything-chromadb -a windsurf -y
name: "cli-anything-chromadb" description: >- Command-line interface for ChromaDB - A stateless CLI for managing vector database collections, documents, and semantic search. Designed for AI agents and automation via the ChromaDB HTTP API v2.
A stateless command-line interface for ChromaDB vector database, built on the HTTP API v2. Designed for AI agents and power users who need to manage collections, documents, and run semantic queries without a browser UI.
This CLI is installed as part of the cli-anything-chromadb package:
pip install cli-anything-chromadb
**Prerequisites:**
# Show help cli-anything-chromadb --help # Start interactive REPL mode cli-anything-chromadb # Check server health cli-anything-chromadb --json server heartbeat # List all collections cli-anything-chromadb --json collection list # Semantic search cli-anything-chromadb --json query search --collection hub_knowledge --text "How to deploy"
When invoked without a subcommand, the CLI enters an interactive REPL session:
cli-anything-chromadb # Enter commands interactively with tab-completion and history
Server health and version commands.
| Command | Description | |---------|-------------| | `heartbeat` | Check ChromaDB server health | | `version` | Get ChromaDB server version |
Manage ChromaDB collections.
| Command | Description | |---------|-------------| | `list` | List all collections | | `create --name NAME` | Create a new collection | | `delete --name NAME` | Delete a collection | | `info NAME` | Get collection info |
Manage documents in collections.
| Command | Description | |---------|-------------| | `add --collection C --id ID --document TEXT` | Add document(s) | | `get --collection C` | Get documents | | `delete --collection C --id ID` | Delete document(s) | | `count --collection C` | Count documents |
Semantic search against collections.
| Command | Description | |---------|-------------| | `search --collection C --text T` | Semantic search |
All commands support dual output modes:
# Human output cli-anything-chromadb server heartbeat # JSON output for agents cli-anything-chromadb --json server heartbeat
When using this CLI programmatically:
1. **Always use `--json` flag** for parseable output 2. **Check return codes** - 0 for success, non-zero for errors 3. **Parse stderr** for error messages on failure 4. **Use `--host`** to connect to non-default ChromaDB instances
1.0.0
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/
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