format_project_context_for_llm
v2.1.0 \u2014 Render the ProjectContextRecord as a prose summary suitable for the wakeUp L0 layer or a system prompt. Honors budgetChars with ellipsis truncation.
This record as markdown: /tools/danielsimonjr-memory-mcp/format-project-context-for-llm.md
What format_project_context_for_llm does on Enhanced Knowledge Graph Memory Server
AI agents call format_project_context_for_llm to retrieve information from Enhanced Knowledge Graph Memory Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why format_project_context_for_llm is rated Low
Even though format_project_context_for_llm only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.
Attacks that exploit this kind of access
The rule that runs format_project_context_for_llm safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Enhanced Knowledge Graph Memory Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For format_project_context_for_llm, this is the rule to start with:
format_project_context_for_llm is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Enhanced Knowledge Graph Memory Server, apply this rule, and every format_project_context_for_llm call is checked against it from then on.
Questions about format_project_context_for_llm
v2.1.0 \u2014 Render the ProjectContextRecord as a prose summary suitable for the wakeUp L0 layer or a system prompt. Honors budgetChars with ellipsis truncation. It is categorised as a Read tool in the Enhanced Knowledge Graph Memory Server MCP Server, which means it retrieves data without modifying state.
Register the Enhanced Knowledge Graph Memory Server MCP server in PolicyLayer and add a rule for format_project_context_for_llm: 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 Enhanced Knowledge Graph Memory Server. Nothing to install.
format_project_context_for_llm is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the format_project_context_for_llm 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 format_project_context_for_llm. 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.
format_project_context_for_llm is provided by the Enhanced Knowledge Graph Memory Server MCP server (danielsimonjr/memory-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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