Add documents with metadata and embeddings
Risk signalsInserts data into collections
Part of the ChromaDB server.
Free to start. No card required.
AI agents use chroma_add_documents to create or modify resources in ChromaDB. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call chroma_add_documents repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach ChromaDB.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"chroma_add_documents": {
"limits": [
{
"counter": "chroma_add_documents_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full ChromaDB policy for all 12 tools.
These attack patterns abuse exactly the kind of access chroma_add_documents gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Add documents with metadata and embeddings. It is categorised as a Write tool in the ChromaDB MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the ChromaDB MCP server in PolicyLayer and add a rule for chroma_add_documents: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches ChromaDB. Nothing to install.
chroma_add_documents is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the chroma_add_documents rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for chroma_add_documents. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
chroma_add_documents is provided by the ChromaDB MCP server (@chroma-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 12 ChromaDB tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
4,600+ MCP servers and 31,000+ tools scanned and risk-classified.