Skip to main content
TRACKLAYER · AI COPILOT + MCP

Ask in English.
Get answers from your live pipeline.

The Copilot streams tool-calling responses against the same data the dashboard shows — events, delivery, quality, insights, audiences, billing. The MCP server exposes those tools to your editor, so an agent can investigate without context-switching.

Start free trial →MCP DOCS14-day trial · sonnet 4.6 + gpt 5.5
// tracklayer://copilot/glass-house.co
what's my Meta delivery rate this week?
calling tracklayer_delivery_metrics(window="7d") · 184ms
calling tracklayer_quality_score(platform="meta") · 92ms
Looking at delivery_metrics for the last 7 days:
· Meta CAPI: 96.2% (3.1M events)
· Match Quality: 7.8 down from 8.2
· Dedup ring saved 241k duplicates
The EMQ regression is concentrated in checkout — fbp cookie dropped after the cart redesign on Tue. Investigate the event_match_quality detector. View in dashboard →
// THE PROBLEM

Why does answering “is my pipeline healthy?” take 4 dashboard tabs?

MONDAY · 09:14

Meta reports a soft drop in attributed revenue. You open the dashboard. Then the events stream. Then the connector logs. Then GTM. Twenty minutes in, you still haven't formed a theory — you've only been collecting tabs.

TUESDAY · CAMPAIGN GO-LIVE

Marketing wants confirmation that the new bundle SKU is firing purchases with line items, value, currency, and EMQ above 7. The SQL exists somewhere. The screenshot is older than the campaign. The launch slips by a day.

FRIDAY · EXEC ASKS

"Are we losing match quality on iOS?" You build the answer in three queries, two pivots, and a Loom. Repeat next week. The analyst-hour gap between asked and answered is where most operational debt lives.

THE FIX

Make the pipeline answer in the same surface where the question gets asked — chat, editor, terminal. Twelve tools, one MCP server, live data. The Copilot does the same job your senior analyst does when they're sat next to you.

§ 01

24 MCP tools that hit live data.

Read-write surface against your real pipeline. Tool calls are scoped to your workspace API key. Every call is logged.
ANALYTICS · 5
tracklayer_overview_metrics

Pipeline KPIs across events, delivery, latency, and revenue.

tracklayer_delivery_metrics

Per-platform delivery rate and volume by reporting window.

tracklayer_quality_score

Match quality, identifier coverage, and validation issue trend.

tracklayer_roi_attribution

Revenue and conversions by campaign, source, or medium.

tracklayer_consent_rate

Granted, denied, partial, and GPC consent counts.

IDENTITY · 3
tracklayer_event_detail

Full event payload, delivery attempts, retries, and hashed PII keys.

tracklayer_predictive_score

Customer-level scoring from the active merchant model.

tracklayer_audience_users

Audience members with hashed identifiers for spot checks.

AUDIENCES · 3
tracklayer_list_audiences

Audience definitions, sync targets, and freshness.

tracklayer_audience_builder_nl

Natural language to audience SQL with size estimate.

tracklayer_recent_events

Live event stream filtered by platform, status, and event name.

OPERATIONS · 4
tracklayer_send_test_event

Synthetic event through the delivery pipeline.

tracklayer_deployment_status

Health, latest event, p95 latency, and 24h error rate.

tracklayer_error_log_search

Search ingestion and delivery errors by severity and query.

tracklayer_data_export

Queue S3, BigQuery, or Snowflake exports.

AI · 3
tracklayer_open_insights

Active detector findings across drops, drift, and regressions.

tracklayer_anomaly_investigate

Seasonal baseline investigation for anomaly root cause.

tracklayer_schema_drift_remediate

Suggested field mapping for schema drift.

COMPLIANCE · 3
tracklayer_dismiss_insight

Acknowledge a finding with a durable reason.

tracklayer_dsar_status

Deletion DSAR status by email, phone, or external id.

tracklayer_billing_usage

Plan usage, included events, and soft overage state.

REPORTING · 3
tracklayer_billing_status

Plan cap, renewal timing, and AI Copilot budget.

tracklayer_run_anomaly_check

Run anomaly detectors on demand before go-live.

tracklayer_scheduled_report_create

Create recurring report email schedules.

§ 02

Bring your own AI client.

The MCP server is public and packaged. Install it in any MCP-compatible client with one command — no waiting list, no tier gate. Available on every paid plan.
// ONE-LINE INSTALL
$ npx @tracklayer/mcp-server --api-key tl_<your_workspace_key>

  ▸ resolved 24 tools
  ▸ verified workspace · glass-house.co
  ▸ listening on stdio · ready for client
Claude CodeCOMPATIBLE

Add to settings.json under mcpServers. Authenticate once, query in any project session.

CursorCOMPATIBLE

Settings → MCP → Add. Tools appear inline in chat — Cursor calls them automatically.

ChatGPT DesktopCOMPATIBLE

claude_desktop_config-style JSON. Tools surface as actions during conversations.

Continue.devCOMPATIBLE

Add a mcpServers entry to ~/.continue/config.yaml. Tools resolve in the chat panel.

Cline (VS Code)COMPATIBLE

Add to cline_mcp_settings.json. Read-only by default; opt into write tools per workspace.

Replit AICOMPATIBLE

Wire @tracklayer/mcp-server into the Replit shell alongside your agent. Same npx command.

Stape, Elevar, Tracklution, Triple Whale, and Addingwell do not ship a public MCP server today. You can verify against their docs.
§ 03

What it looks like in TrackLayer.

The Copilot lives at /copilot in the dashboard. Conversations persist via ai_conversations + ai_messages so context survives the next session.
// /copilot · session #4127 · sonnet-4.6
why did checkout EMQ drop yesterday at Northfield?
tracklayer_quality_score(store="northfield", window="48h")
tracklayer_recent_events(type="checkout", limit=200)
EMQ for checkout dropped from 8.4 to 6.9 around 14:00 UTC yesterday. The fbp cookie was missing on 31% of events — looks like the cart redesign moved the pixel below a hydration boundary. fbc is fine. Want me to open an Insight and assign?
yes, assign to @maya, link the deploy
tracklayer_open_insights(create=true, …)
Insight #INS-2641 created and assigned to Maya. Linked deploy: glass-house · main@a3f1c7b · 2026-04-25 13:51 UTC.
// SETTINGS · MCP SERVER
Workspace API key for MCP clients. Scoped to read + insight write. Rotate any time — old keys revoke instantly.
tl_live_a3f1c7b9d24e6f8c1a0b7e5d4c8f2e91COPY
{ "mcpServers": { "tracklayer": { "command": "npx", "args": [ "@tracklayer/mcp-server", "--api-key", "$TL_API_KEY" ] } } }
QUERIES THIS MONTH
431 / 750
PLAN
STARTER
// HOW IT COMPARES

Against the obvious alternatives.

BASED ON PUBLIC DOCS · 04·2026
CAPABILITYTRACKLAYERStapeTriple Whale (Moby)
Chat with live pipeline data~
Multi-tool reasoning over events + delivery + quality~
Scheduled AI digests and weekly reports
Public installable MCP server
Model choice (Sonnet 4.6 live · GPT-5.5 batch)
Unlimited Copilot queries on Pro tier
TRACKLAYER
Chat with live pipeline data
Multi-tool reasoning over events + delivery + quality
Scheduled AI digests and weekly reports
Public installable MCP server
Model choice (Sonnet 4.6 live · GPT-5.5 batch)
Unlimited Copilot queries on Pro tier
Stape
Chat with live pipeline data
Multi-tool reasoning over events + delivery + quality
Scheduled AI digests and weekly reports
Public installable MCP server
Model choice (Sonnet 4.6 live · GPT-5.5 batch)
Unlimited Copilot queries on Pro tier
Triple Whale (Moby)
Chat with live pipeline data
~
Multi-tool reasoning over events + delivery + quality
~
Scheduled AI digests and weekly reports
Public installable MCP server
Model choice (Sonnet 4.6 live · GPT-5.5 batch)
Unlimited Copilot queries on Pro tier
// AVAILABLE ON

All paid tiers.

LITE
$19
200 / mo
single store
STARTER
$79
750 / mo
+ insights
SCALE
$249
3K / mo
+ audiences
PRO
$599
Unlimited
fair-use
ENTERPRISE
Talk
Dedicated MCP
internal agents
Lite ($19) gets you 200 Copilot queries per month — enough for a single-store operator answering daily questions. Starter raises that to 750. Scale takes it to 3K. Pro is unlimited (fair-use). Enterprise tier provisions a dedicated MCP endpoint per tenant on request — contact sales to set it up. Includes SSO, custom rate limits, and a private tools allowlist.
NEXT

Talk to your pipeline.

Start free, upgrade when you need more queries. Or skip the dashboard entirely and install the MCP server in your editor today.
Start free trial →TRY THE MCP SERVER (NPX)
14-DAY TRIAL · NO CARD · CANCEL ANY TIME

We use essential cookies to keep the site secure and functional. Analytics and third-party tags run only with your consent. See our Cookie Policy.

We use essential cookies to keep the site secure and functional. Analytics and third-party tags run only with your consent. See our Cookie Policy.