update_reader_profile

SERVERFreedom Mcp SOURCEhttps://twuluxmoognlwtmaoqgo.supabase.co/functions/v1/freedom-mcp

Medium RISK CLASS

Category Write

Parameters 61 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/com-getfreedomos-freedom-mcp/update-reader-profile.md

WHAT IT DOES

What update_reader_profile does on Freedom Mcp

AI agents use update_reader_profile to create or update resources in Freedom Mcp, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Freedom Mcp environment.

Parameter	Type	Required	Description
`domains`	object	—	Topic → novice\|fluent\|expert (merged).
`companyId`	string	Yes	FreedomOS company id to act within (you must be a member). Required for company-scoped tools.
`member_id`	string	—	Optional target UUID. Defaults to you.
`default_level`	string	—
`glossary_seen`	array	—
`seed_if_empty`	boolean	—	If true, agents may write only when the target has no profile yet (self only). Human doors may always write.

Parameters from the server's own tool schema.

RISK

Why update_reader_profile is rated Medium

The tool creates or modifies user profile data (operator fluency baseline and topic-specific strengths) in a reversible manner. This is a classic Write operation — data modification without deletion or financial impact.

From the tool's definition Tool description states 'Update a person's OPERATOR FLUENCY' and 'Use when the operator (or an admin) sets or corrects' — this modifies stored profile data. Explicitly labeled '[write-tier' confirming Write category.

Risk signalsAdmin/system-level operation

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs update_reader_profile safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Freedom Mcp, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For update_reader_profile, this is the rule to start with:

update_reader_profile Rate-limited

update_reader_profile 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.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "update_reader_profile": {
      "limits": [
        {
          "counter": "update_reader_profile_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Freedom Mcp, apply this rule, and every update_reader_profile call is checked against it from then on.

FAQ

Questions about update_reader_profile

What does the update_reader_profile tool do? +

Update a person's OPERATOR FLUENCY (baseline + per-topic strengths that follow them across companies). Use when the operator (or an admin) sets or corrects how agents should speak to them, or when seeding an empty profile with seed_if_empty for a first guess. Human door for edits; agents may seed empty self only. [write-tier — first use may require a manager's approval; a from-now-on approval makes future calls seamless, a just-once approval re-asks next time.]. It is categorised as a Write tool in the Freedom Mcp MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

What parameters does update_reader_profile accept? +

update_reader_profile accepts 6 parameters: domains, companyId, member_id, default_level, glossary_seen, seed_if_empty. Required: companyId. The full parameter table on this page comes from the server's own tool schema.

How do I enforce a policy on update_reader_profile? +

Register the Freedom MCP server in PolicyLayer and add a rule for update_reader_profile: 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 Freedom Mcp. Nothing to install.

What risk level is update_reader_profile? +

update_reader_profile is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit update_reader_profile? +

Yes. Add a rate_limit block to the update_reader_profile 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.

How do I block update_reader_profile completely? +

Set action: deny in the PolicyLayer policy for update_reader_profile. 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.

What MCP server provides update_reader_profile? +

update_reader_profile is provided by the Freedom MCP server (https://twuluxmoognlwtmaoqgo.supabase.co/functions/v1/freedom-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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