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GTM Otto

Self-driving LinkedIn prospecting: it sources, warms and invites daily.

Connector by gtmotto.comOfficial · Domain verified by the MCP Registry

IndexedMITRemote (HTTP)★ 1
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/gtmotto-com-linkedin

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://agent.gtmotto.com/mcp Remote (HTTP)

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About

Self-driving LinkedIn prospecting: it sources, warms and invites daily. You approve every message.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
11 read · 4 write · 6 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 21

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 11 · Look things up without changing anything.

  • gtm_estimate_icp
  • gtm_linkedin_status
  • gtm_list_approvals
  • gtm_list_plays
  • gtm_play_stats
  • gtm_preview_source
  • gtm_show_play
  • gtm_show_sources
  • gtm_source_runs
  • gtm_sources_reference
  • gtm_whoami

Write 4 · Create, change, send or run things.

  • gtm_connect_linkedin
  • gtm_create_play
  • gtm_set_source
  • gtm_update_icp

Delete 6 · Delete, drop, revoke or wipe things.

  • gtm_approve
  • gtm_configure_source
  • gtm_forget_harvested_posts
  • gtm_reject
  • gtm_run_source
  • gtm_update_play

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • Authorization

Network hosts it talks to 1

  • agent.gtmotto.com · found in remote endpoint, install command

Tools (21)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • gtm_approveApprove a drafted messagecan change or delete data

    Approve ONE drafted action by its approvalId (from gtm_list_approvals). It then leaves on the seat's next slot, inside LinkedIn's limits — this is the human's tap, moved from the cockpit to the chat, so ONLY call it after showing them the draft and getting a yes in this conversation. An already-decided card is refused.

  • gtm_configure_sourceConfigure a sourcing lanecan change or delete data

    Write a lane's settings — upload an account list, set the Post-discovery intent and anchors, change the job keywords, move a gate. MERGE semantics: only the fields you send change. Lists (companies, postUrls, competitors) REPLACE by default; pass listMode 'append' to add to what is there (deduped, case-insensitive). Caps: 100 companies, 25 posts, 25 anchors — what did not fit comes back in `truncated`. Unknown fields are refused. Saving creates the lane's row if it never had one (OFF, because configuring is not switching on), makes the lane due again immediately and resets its retry backoff; o…

  • gtm_connect_linkedinConnect LinkedIn

    The link a human opens to connect (or reconnect) their LinkedIn account to a play — the one cockpit step the play cannot run without. Hand the URL to the human, tell them to say when it is done, then call gtm_linkedin_status: the seat reads `classic` or `sales_navigator` once bound. The link expires in 15 minutes; call again for a fresh one. Nothing is sent, nothing is read from their account by this call.

  • gtm_create_playCreate a play (draft)

    Create a fully-configured play in one call: the product (an existing productId, or a websiteUrl which seeds one and kicks its research), the play itself, the ICP facets, which sourcing lanes are on, the autonomy ladder and the caps. Three rules are enforced server-side and cannot be talked around. (1) `activate` DEFAULTS TO FALSE — turning a play on spends the month's lead quota and takes real actions from the user's own LinkedIn account, so hand the human the returned cockpit link and let them press go. (2) A play with no live LinkedIn seat stays a draft whatever you pass. (3) Autonomy rules …

  • gtm_estimate_icpEstimate ICP sizeread-only

    How big an audience a CANDIDATE ICP would reach — '≈ N companies match' — before committing to it. Writes nothing: no play, no ICP row, no cache. Use it to iterate (propose facets → see 40 → widen the locations → see 900 → then create the play). Returns null when the data provider has no key configured, which is not an error. Needs a write-scoped key only because it rides the gateway's action channel.

  • gtm_forget_harvested_postsForget harvested postscan change or delete data

    The tuning escape hatch for the post lanes. A post lane remembers every post it already paid to harvest so it never buys the same engagers twice — which makes it impossible to TUNE: change the intent or a gate, run, and the answer is 'no new posts since last time'. This clears that memory so the next run (or gtm_run_source) judges today's posts against the new settings. It COSTS: every forgotten post is a fresh engager fetch. Call it only after a deliberate settings change the human wants re-tested. Only competitor_posts and post_engagers have this memory.

  • gtm_linkedin_statusLinkedIn seat statusread-only

    The play's LinkedIn seat and today's headroom against the LinkedIn limits. States: `no_seat` (nothing connected — the play cannot act), `seat_broken` (the account was disconnected or deleted; the queue is parked until a human reconnects), `pending`, `classic`, or `sales_navigator` (which search backend the ICP compiles to). Read-only. Connecting a seat is a browser flow — link the human to the cockpit for it.

  • gtm_list_approvalsList drafted messages waiting for youread-only

    Every drafted action that waits for the human — an invite note, a first message, a follow-up, a reply or a comment the planner wrote — with the draft, the 'why now', the lead, and a cockpit link. One play, or the whole workspace when playId is omitted. Show each draft to the human before gtm_approve / gtm_reject; never decide for them. Read-only.

  • gtm_list_playsList playsread-only

    Every play in the workspace with enough context to route on: which product it sells, whether it is active or paused, whether a LinkedIn seat is actually connected (`seatConnected: false` means the play cannot act, whatever its status says), and how its leads are spread across the pipeline stages. Read-only.

  • gtm_play_statsPlay statsread-only

    The play's Stats screen: the pipeline (leads sourced → warmed → invited → new connections → conversations started) over four windows — all time, last 30 days, last 7 days, last 24 hours — each windowed count paired with the window before it as a percentage delta. 'Conversations started' counts real replies, never the openers Otto sent. Read-only.

  • gtm_preview_sourcePreview a lane (dry run)read-only

    Dry-run ONE lane: '≈ N people match' and a 10-person sample, WITHOUT inserting a lead, spending the day's budget or moving the run clock. Same query, same gates, same scorers as a real run, on up to 50 people — so what it shows is what a run would keep. `size.precision` is honest: 'exact' (the query ran out inside the probe), 'atLeast' (the probe filled up; LinkedIn reports no total) or 'unavailable' (no seat, no config, paused play — `skipped` says which). Reports the ICP facets LinkedIn could not filter on (`unmapped`), facet values it had no id for (`unresolved`), which sampled people are `…

  • gtm_rejectReject a drafted messagecan change or delete data

    Reject (skip) ONE drafted action by its approvalId. Nothing is sent; the planner records the decline and re-plans around it instead of proposing the same step again. Ask the human first, as for gtm_approve.

  • gtm_run_sourceRun a lane nowcan change or delete data

    'Run once now' — run ONE lane immediately through the same code the sourcing tick runs, with force: an OFF lane still runs (that is what run-once means while configuring), a DRAFT play still runs (how you try a lane before launch), a PAUSED play does not. REAL: provider calls are made, leads are inserted, the play's daily budget and the org's monthly lead quota are spent. Only call it when the human asked for a run in this conversation; to look without spending, use gtm_preview_source. Returns the run's funnel (scanned / dropped / droppedIntent / added / duplicates / capped), the unmapped ICP …

  • gtm_set_sourceSwitch a lane on or off

    Switch a lane on or off — the toggle on the Sources list. Switching ON a lane that has nothing to run on (no companies, no intent/anchors/posts, no role) is refused: configure it first. An empty ICP is not a refusal — people_search may go on ahead of the ICP and comes back `blocked: icp_empty` until gtm_update_icp fills it. Switching OFF never fails and creates nothing. The lane then runs (or stops running) on the daily cadence; nothing runs inside this call.

  • gtm_show_playShow a playread-only

    ONE play in full — everything needed to judge it or copy it into a better one: goal and voice, the account's daily cap and working hours (shared by every play on the seat), the ICP facets, the five sourcing lanes with their config and last run, the autonomy ladder (which rungs run alone and which wait for a human), the LinkedIn seat, and today's used/cap for the seat plus this play's share. Read-only. Pass a playId from gtm_list_plays.

Show 6 more tools
  • gtm_show_sourcesShow sourcing lanesread-only

    All five sourcing lanes of a play, configured or not — the read to make before touching any of them. Per lane: `configured`, `on`, the parsed `config` (defaults filled), the cockpit's `summary` (null = needs setup), `blocked` (why it cannot run, judged without running: needs_config / icp_empty / null), last/next run and the last run's funnel, `addedToday`, `failures`, and the lane's memory — `accounts[]` with `found: true|false` per typed company on account_list, `harvestedPosts` on the post lanes, the cached `searches` the model wrote on Post discovery. Play level: `state` is the same verdict…

  • gtm_source_runsLane run historyread-only

    The run history of ONE lane, newest first — the funnel over time (scanned → dropped by fit → dropped by intent → added / duplicates / capped), the ICP facets LinkedIn could not filter on, and the provider's status and message when it refused. Use it to tell 'the query returns nobody' from 'everyone was already a lead' from 'LinkedIn is rate-limiting the seat'. Read-only.

  • gtm_sources_referenceSourcing lanes referenceread-only

    THE REFERENCE for configuring sourcing lanes — read it before your first gtm_configure_source / gtm_set_source / gtm_run_source call. Every lane (people_search, competitor_posts a.k.a. Post discovery, job_offers, account_list, and the retired post_engagers), every config field with its meaning, default and cap, the fit/intent/post gates, what makes a lane runnable, how the 5-minute tick and the 24h cadence work, what a preview costs versus a run, and what this surface deliberately will not do. No backend call; safe to call any time.

  • gtm_update_icpUpdate the ICP

    Change the ICP a play runs — the query behind people_search and the fit gate on every other lane. Seven string arrays, plain words (gtmotto normalises 'Swiss' → Switzerland, 'Fintech' → Financial Services itself): titles, seniority, languages, industries, sizes (headcount bands like '11-50'), locations, exclude ('never contact' — absolute). ONLY the facets you name change; the first write on a play forks its own ICP row from the product baseline (or a sibling play's row), so no other play's targeting is rewritten. Filling an empty ICP unblocks lanes parked on icp_empty and kicks the play's due…

  • gtm_update_playUpdate, pause or launch a playcan change or delete data

    Change a play's own knobs — name, goal, voice — its two switches, and the ACCOUNT's pacing (daily action cap, working hours: shared by every play on the LinkedIn account, not per play). `paused: true` is the human's stop button (nothing runs, nothing is sent); `paused: false` resumes. `status: 'active'` LAUNCHES a draft; `status: 'draft'` takes it back off the road. Seat rule, enforced server-side: no live LinkedIn seat ⇒ neither launch nor resume makes it active — it stays/falls back to draft and the note says so. Launching or resuming kicks the play's due lanes at once. Only launch, resume o…

  • gtm_whoamiWho am I, and what nextread-only

    Who this key belongs to, and what the workspace may do: org name, plan, subscription status, how many products and plays exist, and the LEAD METER (leads added this calendar month, the plan's cap, and what is left). Start here — the remaining lead allowance is the one number that changes what is worth proposing. Read-only.

Signals

Stars
1
Forks
0
Open issues
0
Last commit
Sep 22, 2026 (1 month ago)
Last release
Sep 22, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
com.gtmotto/linkedin
Version
1.2.1
Auth
Bearer token
License
MIT
Repository
github.com/gtmotto/mcp
Website
gtmotto.com/docs/mcp?utm_source=mcp-registry
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

GTM Otto MCP server. Agent Mart. https://agentmart.dev/connectors/gtmotto-com-linkedin (last updated 2026-10-24)