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apollo_sequence_contacts

Enroll/update/inspect contacts in Apollo sequences. BYO key only for add/update_status (starts or stops an automated campaign to real people); activity (read) accepts the platform key.

Args by op:

  • add: sequence_id + send_email_from_email_account_id (id of a CONNECTED mailbox — get one from apollo_email_accounts; REQUIRED, refused locally without it) + contact_ids or label_names (at least one). The HIGHEST-RISK call here: it starts a multi-step automated campaign to real people, not a single send. Supports dry_run=True (echoes the request, no get-by-id available to show a real diff).

  • update_status: emailer_campaign_ids + contact_ids + mode (mark_as_finished, remove, or stop). Supports dry_run=True.

  • activity: contact_id (required) + optional sequence_id filter + per_page (1-50, most recent events, not pagination). 0 credit, but BYO key only — the events are the key owner's OWN sequences.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "op": "<op>"
    },
    "name": "apollo_sequence_contacts"
  }
}

Input Schema

NameRequiredDescriptionDefault
opYes
_orgNoOrg (id) de CET APPEL. `oto_list_orgs()`.
modeNo
_groupNoÉquipe (id) de CET APPEL, sous son org parente.
statusNo
_run_idNoOBLIGATOIRE à chaque appel dès `run_start` ou `data_claim_next` : sans lui, l'écriture sur une ligne réservée est refusée. Hérité seulement si le serveur tient un run actif — n'y compte pas.
dry_runNo
_projectNoProjet (id) de CET APPEL — jeton PRIMAIRE. `oto_project(op='list')`.
per_pageNo
_instanceNoInstance de connecteur PRÉCISE (un credential exact). `oto_instance(op='list')`.
contact_idNo
contact_idsNo
label_namesNo
sequence_idNo
emailer_campaign_idsNo
send_email_from_email_addressNo
send_email_from_email_account_idNo

Schema Changelog

Changes observed during successful MCP inspections.

No schema history has been recorded yet.

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations supplied, the description carries the full burden and does well: it flags `add` as the highest-risk call, discloses the BYO-key/credential requirement, notes dry_run only echoes the request (no get-by-id diff), and clarifies that `per_page` is a most-recent window rather than pagination. However it contradicts itself on credentials — the intro says `activity` accepts the platform key while the `activity` bullet says 'BYO key only' — leaving the agent unsure which key that op needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The structure is disciplined — a one-line scope statement followed by one bullet per op, with required args and warnings inline. It is dense but every line carries operational content; the risk warning for `add` would land harder if front-loaded rather than embedded mid-bullet.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 17-parameter, no-output-schema, no-annotation mutation tool, this is a solid briefing: it covers risk, credentials, dry_run semantics and per-op required args. Gaps remain — no statement of what `add` or `activity` returns, an unexplained `status` parameter, and the unresolved credential contradiction for `activity`.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is low (29%) across 17 params, so the description must compensate, and it largely does: it maps sequence_id, send_email_from_email_account_id, contact_ids, label_names, emailer_campaign_ids, mode, contact_id, per_page and dry_run to specific ops and states which are required. It leaves `status`, `send_email_from_email_address` and the `_org`/`_group`/`_project`/`_instance`/`_run_id` routing params undiscussed from the op perspective.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The opening sentence names a specific resource (contacts in Apollo sequences) and three distinct operations (enroll/update/inspect), and the per-op bullets decompose each into concrete args. An agent can immediately tell this apart from apollo_sequence or lemlist_sequence tooling.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit per-op prerequisites (e.g. `add` requires a CONNECTED mailbox id obtainable from apollo_email_accounts, plus contact_ids or label_names), warns that `add` starts a multi-step campaign rather than a single send, and notes dry_run availability per op. It stops short of telling the agent when to prefer a sibling tool or when to use `stop` vs `remove` in `update_status`.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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