Enrich chunks with metadata: language detection, regex-based tagging, section classification, and taxonomy mapping.
AI agents use indexfoundry_normalize_enrich to create or update resources in IndexFoundry MCP — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your IndexFoundry MCP environment.
The tool modifies existing data chunks by adding/enriching them with metadata (language, tags, classifications, taxonomy). This is a reversible write/update operation on stored chunk data. It does not delete data, execute code, or involve financial transactions. Severity is medium because enrichment could alter downstream RAG retrieval behavior and pipeline outputs if misapplied.
From the tool's definition Enrich chunks with metadata: language detection, regex-based tagging, section classification, and taxonomy mapping
Attacks that exploit this kind of access
Enrich chunks with metadata: language detection, regex-based tagging, section classification, and taxonomy mapping. It is categorised as a Write tool in the IndexFoundry MCP MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the IndexFoundry MCP server in PolicyLayer and add a rule for indexfoundry_normalize_enrich: 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 IndexFoundry MCP. Nothing to install.
indexfoundry_normalize_enrich 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 indexfoundry_normalize_enrich 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 indexfoundry_normalize_enrich. 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.
indexfoundry_normalize_enrich is provided by the IndexFoundry MCP server (mnehmos/mnehmos.index-foundry.mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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