Simmie

Build a practice simulation targeting whatever a scored call went badly on and, on a team account, assign it to that rep. Call this ONLY after score_transcript and ONLY when the user said yes to the follow-up it offered. Pass the conversation_id from the scoring result; the evidence comes from the saved call. If nothing has been scored here, do not call it: ask for the transcript, run score_transcript, then offer this. For a simulation not based on a real call use create_simulation. On a team account only an org or account admin may call this. Takes up to two minutes; if it times out, calling again with the same conversation_id is safe and re-attaches to the same job.

recommend_training

Liveness and wiring check. Call this once when configuring a new MCP client to confirm Simmie is reachable and the credentials are valid. Returns a static payload; takes no arguments. Use this only for setup or troubleshooting — it has no product effect.

ping

Create a complete Simmie roleplay simulation from a plain-English brief and return a shareable practice link: a training module, a persona and a rubric, saved and bound in one call. Use it whenever the user wants to make a roleplay, build a practice scenario, or create a simulation for their team. To build practice from a call that was already SCORED, use recommend_training instead: it targets that rep's real weaknesses and assigns it to them. On a team account only an org or account admin may create simulations. Always generates a NEW persona, so check list_personalities first if they may already have a suitable one. Ownership follows the account: team accounts share with the org, individual accounts stay private. Takes 45-60s and has no dedup, so wait rather than retrying.

create_simulation

List the roleplay personalities (personas) the current user/org already has in Simmie. Call this before creating a simulation so you can tell the user what they already own and let them decide, or to show them their library. You cannot reuse one — create_simulation always generates a fresh persona. Read-only; takes no arguments. Returns id, name, a short summary, profession, gender, difficulty, and owner scope for each. Returns at most 50 and cannot page, so treat a missing match as 'not in the most recent 50' rather than proof the org does not have one.

list_personalities

List the people in the caller's organization that a scored call can be attributed to, with their emails. Call this BEFORE score_transcript on a team account, so the user picks a real member from the actual list instead of typing a name from memory: score_transcript writes permanently to whoever is named and nothing can move it afterwards. Pass the name or email they choose as score_transcript's for_user. Read-only. Individual accounts have no team and get an empty list.

list_team_members

Score a real sales call transcript against the organization's default rubric and PERMANENTLY save it as a scored call on a named person's record. Needs a SPEAKER-IDENTIFIED transcript: turns split by who was speaking, plus which speaker is the rep being scored. A raw unlabelled paste cannot be graded, and naming the wrong speaker silently grades the other party instead. On a team account only an org or account admin may use this, and must name the member it belongs to: call list_team_members first and let them pick. Nothing undoes this write, so confirm the speaker and the person first and stop if either is unclear. Needs a default scoring rubric on the org; if none is set this refuses and setup_scoring_rubric creates one. Returns a next_step suggesting follow-up practice.

score_transcript

Set the organization's default rubric for scoring call transcripts, either by adopting one it already has or by creating a new one. Pass exactly one of existing_rubric_title (to adopt) or criteria (a plain-English description of what a good call looks like, to build a new one); if both are given the title wins. Nothing lists rubrics for you, so only adopt a title the USER supplied, never one you inferred. On a team account only an org or account admin may call this. If a default is already set this REPLACES it silently: the tool cannot report or restore the one it displaces, and the change applies org-wide to every transcript scored from then on, so ask whether a standard is already in place first. Does not affect practice sessions, which use the rubric attached to their own module.

setup_scoring_rubric