Exports ALL Engrams data (decisions, patterns, progress, custom data, contexts, links) to a directory of markdown files for backup, sharing, or version control. Output goes to output_path (default: ./engrams_export/). The exported format is compatible with import_markdown_to_engrams for round-tri...
AI agents use export_engrams_to_markdown to create or update resources in Engrams — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Engrams environment.
This tool writes files to the filesystem (markdown export). It creates/overwrites files in the output directory but does not delete source data. The blast radius is medium because it could overwrite existing exports or write a large number of files to an arbitrary path specified by output_path.
From the tool's definition Exports ALL Engrams data...to a directory of markdown files
Documented attack patterns abuse exactly the kind of access export_engrams_to_markdown gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Engrams, and nothing reaches the server without passing your rules. This is the rule we recommend for export_engrams_to_markdown:
{
"version": "1",
"default": "deny",
"tools": {
"export_engrams_to_markdown": {
"limits": [
{
"counter": "export_engrams_to_markdown_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}export_engrams_to_markdown stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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Exports ALL Engrams data (decisions, patterns, progress, custom data, contexts, links) to a directory of markdown files for backup, sharing, or version control. Output goes to output_path (default: ./engrams_export/). The exported format is compatible with import_markdown_to_engrams for round-tripping. Returns: {exported_path, file_count, entity_counts}. It is categorised as a Write tool in the Engrams MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Engrams MCP server in PolicyLayer and add a rule for export_engrams_to_markdown: 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 Engrams. Nothing to install.
export_engrams_to_markdown 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 export_engrams_to_markdown 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 export_engrams_to_markdown. 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.
export_engrams_to_markdown is provided by the Engrams MCP server (stevebrownlee/engrams). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Engrams, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
42 Engrams tools catalogued and risk-classified — across an index of 43,000+ MCP servers.