# Packrift MCP Funnel Snapshot

Release: PACKRIFT-MCP-FUNNEL-SNAPSHOT-R24
Generated: 2026-09-16T06:37:56.878Z
Date: 2026-09-16
Status: not_proven
Canonical endpoint: https://mcp.packrift.com/mcp

Public aggregate Packrift MCP funnel proof gate for directory reviewers, agents, and Packrift iteration: discovery, install intent, tool usage, cart landing, and MCP-attributed order totals.

## Counts

- Total first-party events: 1000
- MCP discovery events: 531
- MCP start clicks: 24
- MCP tracked config fetches: 31
- MCP install-intent events: 23
- MCP first-run-intent events: 31
- MCP first-run execution events: 8
- MCP install-copy events: 0
- MCP activation cart-ready events: 8
- MCP source-attributed runtime events: 94
- MCP tool calls: 40
- create_cart_url calls: 9
- Canonical material MCP tool calls: 76 / 50
- External-qualified MCP tool calls: 36
- External-qualified create_cart_url calls: 8
- Source activation priority sources: 25
- Critical source activation priorities: 14
- Monthly qualified visitor signals: 124 / 1000
- Monthly qualified visitor gap: 876
- GA4 qualified external MCP sessions: 124 / 1000
- Unique qualified MCP identity signals: 20
- Unique qualified MCP session IDs: 19
- Unique qualified MCP handoff IDs: 0
- Unique qualified AI-commerce journey IDs: 1
- Qualified MCP events with identity: 72
- Qualified MCP events without identity: 0
- Post-install sources waiting on cart landing: 6
- MCP cart clicks: 23
- Raw first-party MCP cart landings: 15
- Qualified first-party MCP cart landings: 11
- First-party MCP orders: 0
- First-party MCP order revenue: 0 USD

## Snapshot Coverage

- Mode: fast_public_snapshot
- Current event read limit: 1000
- Full operator event limit: 20000
- Current snapshot: https://mcp.packrift.com/ai/mcp-funnel-snapshot.json?limit=1000&order_days=30&order_limit=100
- Full operator snapshot: https://mcp.packrift.com/ai/mcp-funnel-snapshot.json?limit=20000&order_days=90&order_limit=250
- Rule: Use the fast public default for agent-facing resources, the full operator URL when reviewing adoption history, and the fresh URLs when verifying newly created cart, visitor, or revenue proof. The app also accepts refresh=1 as a fresh-cache alias for operator muscle memory.

## Proof Gate

| Gate | Proven |
| --- | --- |
| usage_exists | yes |
| external_mcp_starts_or_installs_seen | yes |
| first_run_intent_seen | yes |
| first_run_execution_seen | yes |
| activation_cart_ready_seen | yes |
| mcp_runtime_source_continuity_seen | yes |
| material_tool_usage_50_plus | yes |
| create_cart_url_seen | yes |
| qualified_first_party_cart_landing_seen | yes |
| first_party_mcp_order_seen | no |
| measurable_mcp_revenue_seen | no |
| thousands_of_qualified_visitors | no |

## Agent Adoption Progress

- Release: PACKRIFT-MCP-AGENT-ADOPTION-PROGRESS-R03
- Status: activation_visible_orders_missing
- Canonical material usage progress: 76 / 50
- GA4 visitor progress: 124 / 1000
- Qualified cart landings: 11
- First-party MCP orders: 0
- First-party MCP revenue: 0 USD
- MCP telemetry boundary: MCP endpoint tool calls, source-aware installs, first-run actions, and /r/cart landings prove activation breadth. The material usage gate uses the sanitized published GA4 funnel proof when available; source-aware external calls remain a source activation metric.
- GA4 visitor boundary: The thousands-of-qualified-visitors gate is GA4-qualified external MCP session_start proof; MCP tool calls, proof pages, and shell-run telemetry do not close this gate.
- Commerce boundary: Orders and revenue require source-preserved Shopify or GA4 purchase attribution from the MCP cart handoff; install/config/proof clicks do not close this gate.
- Next proof needed: Grow GA4-qualified external MCP session_start proof to 1000 monthly sessions; first-party MCP telemetry is activation proof only. Convert a real MCP-attributed cart handoff into Shopify purchase or measurable MCP revenue.

## Monthly Qualified Visitor Proof

- Status: below_threshold
- Basis: GA4 qualified external MCP session_start events
- Lookback days: 30
- Qualified external MCP event signals: 124
- Threshold: 1000
- Remaining to threshold: 876
- Progress: 12.4%
- Events scanned: 0
- Read limit: 0
- Truncated by read limit: no
- Note: Uses the sanitized public GA4 funnel proof already published from the full local funnel artifact. This keeps public Worker proof endpoints fast while preserving GA4 as the canonical visitor gate.

## Unique Qualified Identity Proof

- Basis: explicit_mcp_session_handoff_or_journey_ids_no_ip_or_cookie_fingerprint
- Caveat: This is a privacy-safe first-party uniqueness proxy for MCP activation breadth. It is not a GA4 user count and does not replace the GA4-qualified session_start gate.
- Qualified event signals: 72
- Events with identity: 72
- Events without identity: 0
- Unique identity signals: 20
- Unique MCP session IDs: 19
- Unique MCP handoff IDs: 0
- Unique AI-commerce journey IDs: 1

### Top Sources By Unique Qualified Identity

| Source | Unique identities |
| --- | ---: |
| agorio_shopping_agent_sdk | 3 |
| mcp_tool_call | 2 |
| theresamcpforthat | 2 |
| chiark | 1 |
| dify_agent | 1 |
| glama_connector | 1 |
| mcp_route_redirect | 1 |
| mcpbench | 1 |
| mcphubz | 1 |
| mcpserverspot | 1 |

## GA4 Canonical Visitor Proof

- Status: not_proven
- Proof generated: 2026-06-05T11:39:07.981Z
- Source snapshot: 2026-06-05T11:37:01.660Z
- Basis: GA4 qualified external MCP session_start events
- Qualified external MCP sessions: 124 / 1000
- Remaining to threshold: 876
- Qualified external cart landings: 28
- First-party MCP orders: 0

## Source Attribution

Tracked start template: `https://mcp.packrift.com/r/start/{source}`
Tracked config template: `https://mcp.packrift.com/r/config/{source}`
Tracked install template: `https://mcp.packrift.com/r/install/{source}/{target}`
Tracked first-run template: `https://mcp.packrift.com/r/run/{source}/{target}`
Tracked reviewer activation template: `https://mcp.packrift.com/r/activate/{source}`
Tracked reviewer activation browser runner template: `https://mcp.packrift.com/r/activate/{source}?format=html`

### Source Activation Priority Queue

| Priority | Source | Current stage | Target event | Recommended action | Action URL | Recent measured cart URL | Directory status |
| --- | --- | --- | --- | --- | --- | --- | --- |
| critical | theresamcpforthat | qualified cart landing and MCP tool calls visible order and revenue missing | mcp_attributed_order | Stop looping on first-run proof. Use the source-aware measured cart handoff in a real buyer or reviewer procurement flow and watch Shopify/GA4 for an MCP-attributed order or revenue event. | https://mcp.packrift.com/r/order/theresamcpforthat?format=html | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_theresamcpforthat_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_theresamcpforthat_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_d7d5fa91-bf28-4c1d-952a-1003a432fef4&mcp_session_id=tracked-run-theresamcpforthat-generic_streamable_http-1789528833324&mcp_source_cont | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | smithery | external-qualified cart URL created but /r/cart landing missing | mcp_cart_landing | Send the returned measured /r/cart URL to the source reviewer or a real MCP-host user and count the blocker as resolved only when they open it from their side. | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_c6abf432-94c6-498b-ba43-c26a68f2f90a&mcp_session_id=tracked-run-smithery-generic_streamable_http-1789526895268&mcp_source_context=smithery&mcp_install_ta | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_c6abf432-94c6-498b-ba43-c26a68f2f90a&mcp_session_id=tracked-run-smithery-generic_streamable_http-1789526895268&mcp_source_context=smithery&mcp_install_ta | publish or claim blocked on authentication |
| critical | mcpbench | external-qualified cart URL created but /r/cart landing missing | mcp_cart_landing | Send the returned measured /r/cart URL to the source reviewer or a real MCP-host user and count the blocker as resolved only when they open it from their side. | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_mcpbench_claude_code_1066_20260916&ai_commerce_id=mcp_first_run_action_mcpbench_claude_code_1066_20260916&mcp_handoff_id=mcp_handoff_094fcc5d-cdba-4117-9f0e-a29d70eeb4a8&mcp_session_id=tracked-run-mcpbench-claude_code-1789531024271&mcp_source_context=mcpbench&mcp_install_target=claude_code&mcp_key=1066%3A5347 | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_mcpbench_claude_code_1066_20260916&ai_commerce_id=mcp_first_run_action_mcpbench_claude_code_1066_20260916&mcp_handoff_id=mcp_handoff_094fcc5d-cdba-4117-9f0e-a29d70eeb4a8&mcp_session_id=tracked-run-mcpbench-claude_code-1789531024271&mcp_source_context=mcpbench&mcp_install_target=claude_code&mcp_key=1066%3A5347 | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | mcphubz | external-qualified cart URL created but /r/cart landing missing | mcp_cart_landing | Send the returned measured /r/cart URL to the source reviewer or a real MCP-host user and count the blocker as resolved only when they open it from their side. | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_mcphubz_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_mcphubz_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_8c40adc2-a70a-4bb9-8878-886062003ea8&mcp_session_id=tracked-run-mcphubz-generic_streamable_http-1789532496642&mcp_source_context=mcphubz&mcp_install_target | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_mcphubz_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_mcphubz_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_8c40adc2-a70a-4bb9-8878-886062003ea8&mcp_session_id=tracked-run-mcphubz-generic_streamable_http-1789532496642&mcp_source_context=mcphubz&mcp_install_target | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | ollama_agent | external-qualified cart URL created but /r/cart landing missing | mcp_cart_landing | Send the returned measured /r/cart URL to the source reviewer or a real MCP-host user and count the blocker as resolved only when they open it from their side. | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_ollama_agent_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_ollama_agent_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_83903a92-e007-436c-8d4e-d968d4599791&mcp_session_id=tracked-run-ollama_agent-generic_streamable_http-1789531004396&mcp_source_context=ollama_agen | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_ollama_agent_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_ollama_agent_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_83903a92-e007-436c-8d4e-d968d4599791&mcp_session_id=tracked-run-ollama_agent-generic_streamable_http-1789531004396&mcp_source_context=ollama_agen | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | pulsemcp_packrift | external-qualified cart URL created but /r/cart landing missing | mcp_cart_landing | Send the returned measured /r/cart URL to the source reviewer or a real MCP-host user and count the blocker as resolved only when they open it from their side. | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_pulsemcp_packrift_codex_1066_20260916&ai_commerce_id=mcp_first_run_action_pulsemcp_packrift_codex_1066_20260916&mcp_handoff_id=mcp_handoff_26880c53-0ca5-435b-a2b4-947227217686&mcp_session_id=tracked-run-pulsemcp_packrift-codex-1789538428603&mcp_source_context=pulsemcp_packrift&mcp_install_target=codex&mcp_key | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_pulsemcp_packrift_codex_1066_20260916&ai_commerce_id=mcp_first_run_action_pulsemcp_packrift_codex_1066_20260916&mcp_handoff_id=mcp_handoff_26880c53-0ca5-435b-a2b4-947227217686&mcp_session_id=tracked-run-pulsemcp_packrift-codex-1789538428603&mcp_source_context=pulsemcp_packrift&mcp_install_target=codex&mcp_key | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | zapier_automation | external-qualified cart URL created but /r/cart landing missing | mcp_cart_landing | Send the returned measured /r/cart URL to the source reviewer or a real MCP-host user and count the blocker as resolved only when they open it from their side. | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_zapier_automation_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_zapier_automation_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_4165ed4c-4ecc-42fa-96d8-67a6a4bdb0f2&mcp_session_id=tracked-run-zapier_automation-generic_streamable_http-1789527976296&mcp_source_cont | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_zapier_automation_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_zapier_automation_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_4165ed4c-4ecc-42fa-96d8-67a6a4bdb0f2&mcp_session_id=tracked-run-zapier_automation-generic_streamable_http-1789527976296&mcp_source_cont | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | agorio_shopping_agent_sdk | qualified cart landing visible but real MCP tool calls missing | mcp_tool_call | Paste the source-specific agent prompt into a real MCP host so the source records get_cart_handoff_candidates get_pricing check_inventory and create_cart_url tool calls not only browser proof landings. | https://mcp.packrift.com/r/activate/agorio_shopping_agent_sdk?format=html |  | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | open_scout_shopping_agent | qualified cart landing visible but real MCP tool calls missing | mcp_tool_call | Paste the source-specific agent prompt into a real MCP host so the source records get_cart_handoff_candidates get_pricing check_inventory and create_cart_url tool calls not only browser proof landings. | https://mcp.packrift.com/r/activate/open_scout_shopping_agent?format=html |  | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |
| critical | dify_agent | qualified cart landing visible but real MCP tool calls missing | mcp_tool_call | Paste the source-specific agent prompt into a real MCP host so the source records get_cart_handoff_candidates get_pricing check_inventory and create_cart_url tool calls not only browser proof landings. | https://mcp.packrift.com/r/activate/dify_agent?format=html |  | source-attributed MCP activity visible keep progressing toward real tool calls measured carts and orders |

### Start Sources

| Source | Count |
| --- | ---: |
| browser_agent_bridge | 3 |
| langflow_agent | 2 |
| semantic_kernel_agent | 2 |
| aider_agent | 1 |
| anythingllm_agent | 1 |
| cline_mcp_marketplace | 1 |
| flowise_agent | 1 |
| glama_connector | 1 |
| llamaindex_agent | 1 |
| mastra_agent | 1 |

### Install Intent Sources

| Source | Count |
| --- | ---: |
| findmcp_dev | 2 |
| mcpserverfinder | 2 |
| agentndx | 1 |
| autogen_agent | 1 |
| browser_agent_bridge | 1 |
| chiark | 1 |
| codex_remote_mcp | 1 |
| crewai_agent | 1 |
| docker_mcp_catalog | 1 |
| gemini_remote_mcp | 1 |

### First-Run Intent Sources

| Source | Count |
| --- | ---: |
| windsurf_direct | 4 |
| dify_agent | 2 |
| open_scout_shopping_agent | 2 |
| plugthatshop_style_embed | 2 |
| smithery | 2 |
| theresamcpforthat | 2 |
| agorio_shopping_agent_sdk | 1 |
| anthropic_connectors_directory | 1 |
| chiark | 1 |
| crewai_agent | 1 |

### Tool Calls By MCP Key

| Tool and MCP key | Count |
| --- | ---: |
| create_cart_url | 1066:53472879935856 | 8 |
| check_inventory | runtime:anthropic_connectors_directory | 1 |
| check_inventory | runtime:mcpbench | 1 |
| check_inventory | runtime:mcphubz | 1 |
| check_inventory | runtime:ollama_agent | 1 |
| check_inventory | runtime:pulsemcp_packrift | 1 |
| check_inventory | runtime:smithery | 1 |
| check_inventory | runtime:theresamcpforthat | 1 |
| check_inventory | runtime:zapier_automation | 1 |
| get_cart_handoff_candidates | runtime:anthropic_connectors_directory | 1 |

### MCP Runtime Sources

| Source | Count |
| --- | ---: |
| theresamcpforthat | 11 |
| unattributed_mcp_client | 9 |
| anthropic_connectors_directory | 7 |
| mcpbench | 7 |
| mcphubz | 7 |
| ollama_agent | 7 |
| pulsemcp_packrift | 7 |
| smithery | 7 |
| zapier_automation | 7 |
| agorio_shopping_agent_sdk | 6 |

### Tool Calls By Runtime Source

| Tool and source | Count |
| --- | ---: |
| check_inventory | anthropic_connectors_directory | 1 |
| check_inventory | mcpbench | 1 |
| check_inventory | mcphubz | 1 |
| check_inventory | ollama_agent | 1 |
| check_inventory | pulsemcp_packrift | 1 |
| check_inventory | smithery | 1 |
| check_inventory | theresamcpforthat | 1 |
| check_inventory | zapier_automation | 1 |
| create_cart_url | anthropic_connectors_directory | 1 |
| create_cart_url | mcpbench | 1 |

### Post-Install Cart Activation By Source

| Source | Starts | Config fetches | Installs | First-run actions | Browser executions | Tool calls | Cart URLs | Cart-ready | Cart landings | Qualified cart landings | Recent measured cart URL | Missing next step |
| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | --- | --- |
| agorio_shopping_agent_sdk | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 3 |  | execute_first_run_browser_or_curl_sequence |
| theresamcpforthat | 0 | 0 | 0 | 2 | 1 | 4 | 1 | 1 | 2 | 1 | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_theresamcpforthat_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_theresamcpforthat_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_d7d5fa91-bf28-4c1d-952a-1003a432fef4&mcp_session_id=tracked-run-theresamcpforthat-generic_streamable_http-1789528833324&mcp_source_cont | monitor_cart_landing_and_order_progression |
| mcpserverspot | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 |  | drive_tracked_install_or_config_fetch |
| open_scout_shopping_agent | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 1 |  | execute_first_run_browser_or_curl_sequence |
| dify_agent | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 1 |  | execute_first_run_browser_or_curl_sequence |
| upsonic_ucp_agent_framework | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 |  | execute_first_run_browser_or_curl_sequence |
| chiark | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 |  | execute_first_run_browser_or_curl_sequence |
| glama_connector | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |  | drive_tracked_install_or_config_fetch |
| smithery | 1 | 1 | 0 | 2 | 1 | 4 | 1 | 1 | 0 | 0 | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260916&ai_commerce_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260916&mcp_handoff_id=mcp_handoff_c6abf432-94c6-498b-ba43-c26a68f2f90a&mcp_session_id=tracked-run-smithery-generic_streamable_http-1789526895268&mcp_source_context=smithery&mcp_install_ta | open_returned_mcp_cart_url_to_record_cart_landing |
| mcpbench | 0 | 1 | 0 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | https://mcp.packrift.com/r/cart/1066?ref=mcp&qty=1&utm_source=chatgpt-mcp&utm_medium=mcp_tool&utm_campaign=create_cart_url&utm_content=1066&utm_term=1066&packrift_ai_id=mcp_first_run_action_mcpbench_claude_code_1066_20260916&ai_commerce_id=mcp_first_run_action_mcpbench_claude_code_1066_20260916&mcp_handoff_id=mcp_handoff_094fcc5d-cdba-4117-9f0e-a29d70eeb4a8&mcp_session_id=tracked-run-mcpbench-claude_code-1789531024271&mcp_source_context=mcpbench&mcp_install_target=claude_code&mcp_key=1066%3A5347 | open_tracked_first_run_action |

## Orders

- Order scan ok: yes
- Scanned orders: 19
- Attributed orders: 0
- Attributed revenue: 0 USD

## Top Events

| Event | Count |
| --- | ---: |
| mcp_resource_read | 266 |
| product_click | 215 |
| mcp_tools_list | 148 |
| mcp_prompt_list | 59 |
| mcp_resource_list | 58 |
| mcp_tool_call | 40 |
| reorder_click | 40 |
| mcp_first_run_intent | 31 |
| mcp_start_click | 24 |
| cart_click | 23 |

## Links

- funnel_snapshot_json: https://mcp.packrift.com/ai/mcp-funnel-snapshot.json
- funnel_snapshot_markdown: https://mcp.packrift.com/ai/mcp-funnel-snapshot.md
- funnel_snapshot_operator_json: https://mcp.packrift.com/ai/mcp-funnel-snapshot.json?limit=20000&order_days=90&order_limit=250
- agent_adoption_progress_operator_json: https://mcp.packrift.com/ai/mcp-agent-adoption-progress.json?limit=20000&order_days=90&order_limit=250
- ga4_funnel_proof_json: https://mcp.packrift.com/ai/mcp-ga4-funnel-proof.json
- ga4_funnel_proof_markdown: https://mcp.packrift.com/ai/mcp-ga4-funnel-proof.md
- usage_snapshot_json: https://mcp.packrift.com/ai/mcp-usage-snapshot.json
- usage_snapshot_markdown: https://mcp.packrift.com/ai/mcp-usage-snapshot.md
- cart_activation: https://mcp.packrift.com/ai/mcp-cart-activation.json
- directory_refresh: https://mcp.packrift.com/ai/mcp-directory-refresh.json
- reviewer_activation: https://mcp.packrift.com/ai/mcp-reviewer-activation.json
- directory_submit_actions: https://mcp.packrift.com/ai/mcp-directory-submit-actions.json
- source_activation_queue: https://mcp.packrift.com/ai/mcp-source-activation-queue.json
- source_activation_queue_html: https://mcp.packrift.com/ai/mcp-source-activation-queue.html
- source_activation_queue_operator_json: https://mcp.packrift.com/ai/mcp-source-activation-queue.json?limit=20000&order_days=90&order_limit=250
- activation_experiments: https://mcp.packrift.com/ai/mcp-activation-experiments.json
- activation_experiments_html: https://mcp.packrift.com/ai/mcp-activation-experiments.html
- activation_wave: https://mcp.packrift.com/ai/mcp-activation-wave.json
- activation_wave_html: https://mcp.packrift.com/ai/mcp-activation-wave.html
- activation_wave_operator_json: https://mcp.packrift.com/ai/mcp-activation-wave.json?limit=20000&order_days=90&order_limit=250
- activation_wave_runner_shell: https://mcp.packrift.com/ai/mcp-activation-wave-runner.sh
- activation_command_center: https://mcp.packrift.com/r/activate
- install_actions: https://mcp.packrift.com/ai/mcp-install-actions.json
- first_run_actions: https://mcp.packrift.com/ai/mcp-first-run-actions.json
- tracked_run_generic: https://mcp.packrift.com/r/run/generic/generic_streamable_http
- tracked_reviewer_activation_runner_generic: https://mcp.packrift.com/r/activate/generic?format=html
- cart_handoff_candidates: https://mcp.packrift.com/ai/mcp-cart-handoff-candidates.json

## Next Actions

- Work the source_activation_priority_queue first; it is the public next-best-action list for turning source-level MCP proof into qualified carts.
- Use the activation experiments surface to run each source as a measurable experiment with target events, expected snapshot deltas, and suppression rules.
- Use the activation wave surface when the material tool-call gate is open; it packages the next real MCP host runs needed to move external-qualified MCP tool calls toward 50+.
- Use tracked install-action and first-run links in every stale directory refresh so starts, installs, and first useful runs stay source-attributed.
- Use source-specific reviewer activation browser runners to convert proof clicks into real MCP client calls and create_cart_url output.
- Push external users from install intent into get_cart_handoff_candidates, get_pricing, check_inventory, create_cart_url, and then the returned /r/cart URL; use post_install_cart_activation_by_source to see the exact stuck source.
- Do not call the MCP goal complete until qualified visitor volume, qualified cart landings, and MCP-attributed revenue are all visible.