# Packrift MCP Activation Experiments

Release: PACKRIFT-MCP-ACTIVATION-EXPERIMENTS-R13
Generated: 2026-06-10T02:33:12.829Z
Date: 2026-06-10
Status: experiments_ready
Canonical endpoint: https://mcp.packrift.com/mcp

Public source-specific activation experiments for turning Packrift MCP directory/source activity into measurable external MCP tool calls, qualified cart landings, GA4-qualified sessions, and attributed orders.

## Funnel Gate Snapshot

- Source queue release: PACKRIFT-MCP-SOURCE-ACTIVATION-QUEUE-R27
- External-qualified MCP tool calls: 161
- Canonical material MCP usage: 76 / 50
- Qualified MCP cart landings: 4
- GA4 qualified external MCP sessions: 124 / 1000
- Monthly qualified visitor signals: 124 / 1000
- First-party MCP orders: 0
- First-party MCP revenue: 0
- Unique qualified MCP identity signals: 53
- Unique qualified MCP session IDs: 52
- Blocking gates: first_party_mcp_order_seen, measurable_mcp_revenue_seen, thousands_of_qualified_visitors

## Agent Adoption Progress

- Status: activation_visible_orders_missing
- Canonical material usage progress: 76 / 50
- GA4 visitor progress: 124 / 1000
- Qualified cart landings: 4
- First-party MCP orders: 0
- 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.
- 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.

## Experiments

| Rank | Priority | Source | Target event | Hypothesis | Success gate | Primary action | First-run shell | Activation shell |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | critical | glama_connector | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=glama_connector in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_glama_connector_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_glama_connector_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_0f200750-0415-428e-8af0-f772b9014dc2&mcp_session_id=tracked-run-glama_connector-generic_streamable_http-1781028814498&mcp_source_context=gl | https://mcp.packrift.com/r/run/glama_connector/glama_connector?format=sh | https://mcp.packrift.com/r/activate/glama_connector?format=sh |
| 2 | critical | mcp_marketplace_io | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=mcp_marketplace_io in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_mcp_marketplace_io_generic_streamable_http_1066_20260610&ai_commerce_id=mcp_first_run_action_mcp_marketplace_io_generic_streamable_http_1066_20260610&mcp_handoff_id=mcp_handoff_c3ed1c5a-c852-4f0a-9198-71dc39035c26&mcp_session_id=tracked-run-mcp_marketplace_io-generic_streamable_http-1781054124132&mcp_source_c | https://mcp.packrift.com/r/run/mcp_marketplace_io/mcp_marketplace?format=sh | https://mcp.packrift.com/r/activate/mcp_marketplace_io?format=sh |
| 3 | critical | mcpmarket_com | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=mcpmarket_com in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_mcpmarket_com_codex_1066_20260609&ai_commerce_id=mcp_first_run_action_mcpmarket_com_codex_1066_20260609&mcp_handoff_id=mcp_handoff_cdde79df-7779-4194-8264-146bdfd62a35&mcp_session_id=tracked-run-mcpmarket_com-codex-1781030013158&mcp_source_context=mcpmarket_com&mcp_install_target=codex&mcp_key=1066%3A53472879 | https://mcp.packrift.com/r/run/mcpmarket_com/mcp_marketplace?format=sh | https://mcp.packrift.com/r/activate/mcpmarket_com?format=sh |
| 4 | critical | mcpbench | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=mcpbench in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_cline_1066_20260609&ai_commerce_id=mcp_first_run_action_mcpbench_cline_1066_20260609&mcp_handoff_id=mcp_handoff_24eeaeb9-d5ac-4305-9b32-1914cfc02b4a&mcp_session_id=tracked-run-mcpbench-cline-1781009452173&mcp_source_context=mcpbench&mcp_install_target=cline&mcp_key=1066%3A53472879935856&mcp_journey=m | https://mcp.packrift.com/r/run/mcpbench/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/mcpbench?format=sh |
| 5 | critical | smithery | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=smithery in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_20260609&ai_commerce_id=mcp_first_run_action_smithery_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_dea7daf1-6699-4749-a2ac-56e40035ab30&mcp_session_id=tracked-run-smithery-generic_streamable_http-1781042848420&mcp_source_context=smithery&mcp_install_ta | https://mcp.packrift.com/r/run/smithery/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/smithery?format=sh |
| 6 | critical | mcp_inspector | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=mcp_inspector in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_mcp_inspector_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_mcp_inspector_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_05e290b4-da1f-497f-9e00-7f8b7c650105&mcp_session_id=tracked-run-mcp_inspector-generic_streamable_http-1781022316547&mcp_source_context=mcp_insp | https://mcp.packrift.com/r/run/mcp_inspector/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/mcp_inspector?format=sh |
| 7 | critical | sourcegraph_cody | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=sourcegraph_cody in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_sourcegraph_cody_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_sourcegraph_cody_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_d312eef2-a4f9-4b3b-844c-613f7b1640bc&mcp_session_id=tracked-run-sourcegraph_cody-generic_streamable_http-1781020805550&mcp_source_context | https://mcp.packrift.com/r/run/sourcegraph_cody/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/sourcegraph_cody?format=sh |
| 8 | critical | codex_remote_mcp | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=codex_remote_mcp in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_codex_remote_mcp_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_codex_remote_mcp_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_330dcf99-7933-47ff-848d-0eb496d2e9ea&mcp_session_id=tracked-run-codex_remote_mcp-generic_streamable_http-1780995627183&mcp_source_context | https://mcp.packrift.com/r/run/codex_remote_mcp/codex?format=sh | https://mcp.packrift.com/r/activate/codex_remote_mcp?format=sh |
| 9 | critical | findmcp_dev | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=findmcp_dev in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_findmcp_dev_generic_streamable_http_1066_20260610&ai_commerce_id=mcp_first_run_action_findmcp_dev_generic_streamable_http_1066_20260610&mcp_handoff_id=mcp_handoff_3267126c-d136-496c-84ae-f4a4aaf05b37&mcp_session_id=tracked-run-findmcp_dev-generic_streamable_http-1781056550136&mcp_source_context=findmcp_dev&mc | https://mcp.packrift.com/r/run/findmcp_dev/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/findmcp_dev?format=sh |
| 10 | critical | gemini_remote_mcp | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=gemini_remote_mcp in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_gemini_remote_mcp_codex_1066_20260609&ai_commerce_id=mcp_first_run_action_gemini_remote_mcp_codex_1066_20260609&mcp_handoff_id=mcp_handoff_3b1d734e-e913-414c-9e37-aec402a9d052&mcp_session_id=tracked-run-gemini_remote_mcp-codex-1781018177909&mcp_source_context=gemini_remote_mcp&mcp_install_target=codex&mcp_key | https://mcp.packrift.com/r/run/gemini_remote_mcp/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/gemini_remote_mcp?format=sh |
| 11 | critical | chiark | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=chiark in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_chiark_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_chiark_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_9d851c8d-8fee-410b-b4b5-db9702855b67&mcp_session_id=tracked-run-chiark-generic_streamable_http-1780985929620&mcp_source_context=chiark&mcp_install_target=gen | https://mcp.packrift.com/r/run/chiark/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/chiark?format=sh |
| 12 | critical | cline_mcp_marketplace | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=cline_mcp_marketplace in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_cline_mcp_marketplace_cline_1066_20260609&ai_commerce_id=mcp_first_run_action_cline_mcp_marketplace_cline_1066_20260609&mcp_handoff_id=mcp_handoff_e485ed4f-db98-435b-b2e9-808a4c3550bc&mcp_session_id=tracked-run-cline_mcp_marketplace-cline-1781023136923&mcp_source_context=cline_mcp_marketplace&mcp_install_targ | https://mcp.packrift.com/r/run/cline_mcp_marketplace/cline?format=sh | https://mcp.packrift.com/r/activate/cline_mcp_marketplace?format=sh |
| 13 | critical | open_webui_agent | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=open_webui_agent in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_open_webui_agent_cline_1066_20260609&ai_commerce_id=mcp_first_run_action_open_webui_agent_cline_1066_20260609&mcp_handoff_id=mcp_handoff_95398c8f-46d2-4119-9668-ce371ff83a36&mcp_session_id=tracked-run-open_webui_agent-cline-1781011906060&mcp_source_context=open_webui_agent&mcp_install_target=cline&mcp_key=106 | https://mcp.packrift.com/r/run/open_webui_agent/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/open_webui_agent?format=sh |
| 14 | critical | vercel_agent | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=vercel_agent in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_vercel_agent_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_vercel_agent_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_e41e799a-dfe2-4015-be9e-500c3d973b79&mcp_session_id=tracked-run-vercel_agent-generic_streamable_http-1781014689762&mcp_source_context=vercel_agen | https://mcp.packrift.com/r/run/vercel_agent/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/vercel_agent?format=sh |
| 15 | critical | autogen_agent | mcp_cart_landing | A measured cart URL already exists for this source getting it opened by a real source-side reviewer or MCP host should lift qualified first-party cart landings without inflating tool-call proof. | Complete only when mcp_cart_landing is visible for source=autogen_agent in the source activation queue or funnel snapshot from non-suppressed external proof. | 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_autogen_agent_generic_streamable_http_1066_20260609&ai_commerce_id=mcp_first_run_action_autogen_agent_generic_streamable_http_1066_20260609&mcp_handoff_id=mcp_handoff_c09d7f7c-3c4e-4b7e-94be-3599851e9e9d&mcp_session_id=tracked-run-autogen_agent-generic_streamable_http-1780981890810&mcp_source_context=autogen_ | https://mcp.packrift.com/r/run/autogen_agent/generic_streamable_http?format=sh | https://mcp.packrift.com/r/activate/autogen_agent?format=sh |

## Operating Rule

Run the highest-priority experiments first, but do not treat experiment creation, proof-page views, or self-opened cart URLs as goal completion. Completion requires non-suppressed external proof in the linked snapshots.

## Measurement URLs

- Experiments JSON: https://mcp.packrift.com/ai/mcp-activation-experiments.json
- Experiments HTML: https://mcp.packrift.com/ai/mcp-activation-experiments.html
- Activation wave: https://mcp.packrift.com/ai/mcp-activation-wave.json
- Source activation queue: https://mcp.packrift.com/ai/mcp-source-activation-queue.json
- Funnel snapshot: https://mcp.packrift.com/ai/mcp-funnel-snapshot.json
- GA4 funnel proof: https://mcp.packrift.com/ai/mcp-ga4-funnel-proof.json