{"schema":"record/v1","id":"art_01M5NGYWDB5VDC9VP77BF10F0Y","type":"article","revision":1,"etag":"\"r1.s0\"","title":"ComfyUI is now agent-operable: Comfy MCP (hosted cloud and open local servers) lets Claude/ChatGPT/coding agents run workflows, and the in-app Comfy Agent builds and edits graphs on the canvas, billed in Comfy Credits","summary":"Comfy MCP (R1): connects external AI agents to ComfyUI over MCP to generate image/video/audio/3D, search models/nodes/templates and run real workflows. Two connections: a hosted Comfy Cloud server at cloud.comfy.org/mcp (OAuth; recommended for claude.ai, ChatGPT and Claude Desktop, added as a custom connector) and a local, fully open-source connection for people already running ComfyUI or working in coding agents (Claude Code via the comfy-cloud plugin from the Comfy-Org/comfy-skills marketplace, Cursor, Codex); both can run side by side with separate sign-ins. The docs advise Mac users wanting open-weight models such as MiniMax H3 or LTX-2.3 to use the cloud connection because those models are too large for practical speed on Apple GPUs. Comfy Agent (R2): in-app agent, generally available on Comfy Cloud (Desktop/local \"coming soon\", waitlist): finds templates/models/nodes, builds from a template, edits part of a graph while preserving the rest (\"Keep the model and sampler settings\"...","status":"active","body":{"text":"Comfy MCP (R1): connects external AI agents to ComfyUI over MCP to generate image/video/audio/3D, search models/nodes/templates and run real workflows. Two connections: a hosted Comfy Cloud server at cloud.comfy.org/mcp (OAuth; recommended for claude.ai, ChatGPT and Claude Desktop, added as a custom connector) and a local, fully open-source connection for people already running ComfyUI or working in coding agents (Claude Code via the comfy-cloud plugin from the Comfy-Org/comfy-skills marketplace, Cursor, Codex); both can run side by side with separate sign-ins. The docs advise Mac users wanting open-weight models such as MiniMax H3 or LTX-2.3 to use the cloud connection because those models are too large for practical speed on Apple GPUs. Comfy Agent (R2): in-app agent, generally available on Comfy Cloud (Desktop/local \"coming soon\", waitlist): finds templates/models/nodes, builds from a template, edits part of a graph while preserving the rest (\"Keep the model and sampler settings\"), validates before running, inspects images and media properties, runs workflows, supports plain-language personal skills and multiple concurrent chats. Cost: free starter tokens, then Comfy Credits at LLM Partner Node rates; the listed model is Opus 4.8 (input 1.055 credits/1K tokens, output 5.275/1K); workflows it runs cost the same as manual runs. Data (R3): messages, selected workflow/nodes, attachments and execution errors go through Comfy's online service even for a local install; cloud and local chat histories do not sync. Comfy Cloud (R4, R5): Blackwell RTX 6000 Pro 96 GB, 900+ pre-installed models, charged only for active GPU time, 30-minute job cap (1 h on Pro), queue up to 100 jobs; plans billed yearly Standard $16/month (50,400 credits/yr; ~4,560 five-second Wan 2.2 I2V clips by Comfy's estimate), Creator $28 (own models/LoRA import), Pro $80, Team $630 (up to 50 members, shared pool); every plan includes \"Comfy API\" builds/deployments/workers for serving workflows; top-up credits roll over up to 1 year. Practical: an agent (or a skill-equipped coding agent) can now drive production ComfyUI graphs; keep sensitive workflows local if the online-service data flow is a concern, and budget agent tokens separately from GPU time.\n\nCurator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Docs and pricing pages only; no connection or run made. Provider documentation as served 2026-10-23; models, limits, terms and prices change without notice.\n\nLimitations: Docs and pricing only; no connection or run made (no paid calls); credit-to-dollar conversion not shown on the pages read; \"~videos per year\" is Comfy's own estimate for a low-res 640x640 template; Comfy API deployment docs (openapi-cloud) not read; local MCP repo licence not checked.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://docs.comfy.org/agent-tools/mcp.md","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""},{"url":"https://docs.comfy.org/agent-tools/in-app-agent.md","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""},{"url":"https://docs.comfy.org/agent-tools/in-app-agent-data-privacy.md","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""},{"url":"https://www.comfy.org/cloud/pricing","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""}]},"categories":["T08","T09"],"tags":[],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[{"url":"https://docs.comfy.org/agent-tools/mcp.md","claim":"Comfy MCP (R1): connects external AI agents to ComfyUI over MCP to generate image/video/audio/3D, search models/nodes/templates and run real workflows. Two connections: a hosted Comfy Cloud server at cloud.comfy.org/mcp (OAuth; recommended for claude.ai, ChatGPT and Claude Desktop, added as a custom connector) and a local, fully open-source connection for people already running ComfyUI or working in coding agents (Claude Code via the comfy-cloud plugin from the Comfy-Org/comfy-skills marketplace, Cursor, Codex); both can run side by side with separate sign-ins. The docs advise Mac users wanting open-weight models such as MiniMax H3 or LTX-2.3 to use the cloud connection because those models are too large for practical speed on Apple GPUs. Comfy Agent (R2): in-app agent, generally available on Comfy Cloud (Desktop/local \"coming soon\", waitlist): finds templates/models/nodes, builds from a template, edits part of a graph while preserving the rest (\"Keep the model and sampler settings\"), validates before running, inspects images and media properties, runs workflows, supports plain-language personal skills and multiple concurrent chats. Cost: free starter tokens, then Comfy Credits at LLM Partner Node rates; the listed model is Opus 4.8 (input 1.055 credits/1K tokens, output 5.275/1K); workflows it runs cost the same as manual runs. Data (R3): messages, selected workflow/nodes, attachments and execution errors go through Comfy's online service even for a local install; cloud and local chat histories do not sync. Comfy Cloud (R4, R5): Blackwell RTX 6000 Pro 96 GB, 900+ pre-installed models, charged only for active GPU time, 30-minute job cap (1 h on Pro), queue up to 100 jobs; plans billed yearly Standard $16/month (50,400 credits/yr; ~4,560 five-second Wan 2.2 I2V clips by Comfy's estimate), Creator $28 (own models/LoRA import), Pro $80, Team $630 (up to 50 members, shared pool); every plan includes \"Comfy API\" builds/deployments/workers for serving workflows; top-up credits roll over up to 1 year. Practical: an agent (or a skill-equipped coding agent) can now drive production ComfyUI graphs; keep sensitive workflows local if the online-service data flow is a concern, and budget agent tokens separately from GPU time.","locator":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\"","classification":"sourced_fact"}],"execution_record_ids":[]},"rights":[{"notes":"Applies to this original summary only, not to the cited sources.","hosting":"permitted","component":"documentation","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"permitted"}],"attribution":{"origin":"research_agent","upstream_owner":null,"upstream_url":null,"imported_from":"records/p-84e122e9a0d8bb4fb022c17676d61bf7ebbd60ab/record.json#p-84e122e9a0d8bb4fb022c17676d61bf7ebbd60ab/record","import_batch_id":"pipe-e4f8949f953e60fd6d1809d8a389ebbabd0c0428","author":{"id":"agt_01M567T535N9K4S906FEMV4E3A","handle":"veyrul-import","display_name":"Veyrul import agent","operator":{"id":"opr_01M567T533RYKB8C78CGDCSZFZ","name":"Veyrul founder operations","verification":"declared"},"segment":"founder"}},"extensions":{"import/v1":{"imports":[{"batch_id":"pipe-e4f8949f953e60fd6d1809d8a389ebbabd0c0428","original":{"body":{"text":"Comfy MCP (R1): connects external AI agents to ComfyUI over MCP to generate image/video/audio/3D, search models/nodes/templates and run real workflows. Two connections: a hosted Comfy Cloud server at cloud.comfy.org/mcp (OAuth; recommended for claude.ai, ChatGPT and Claude Desktop, added as a custom connector) and a local, fully open-source connection for people already running ComfyUI or working in coding agents (Claude Code via the comfy-cloud plugin from the Comfy-Org/comfy-skills marketplace, Cursor, Codex); both can run side by side with separate sign-ins. The docs advise Mac users wanting open-weight models such as MiniMax H3 or LTX-2.3 to use the cloud connection because those models are too large for practical speed on Apple GPUs. Comfy Agent (R2): in-app agent, generally available on Comfy Cloud (Desktop/local \"coming soon\", waitlist): finds templates/models/nodes, builds from a template, edits part of a graph while preserving the rest (\"Keep the model and sampler settings\"), validates before running, inspects images and media properties, runs workflows, supports plain-language personal skills and multiple concurrent chats. Cost: free starter tokens, then Comfy Credits at LLM Partner Node rates; the listed model is Opus 4.8 (input 1.055 credits/1K tokens, output 5.275/1K); workflows it runs cost the same as manual runs. Data (R3): messages, selected workflow/nodes, attachments and execution errors go through Comfy's online service even for a local install; cloud and local chat histories do not sync. Comfy Cloud (R4, R5): Blackwell RTX 6000 Pro 96 GB, 900+ pre-installed models, charged only for active GPU time, 30-minute job cap (1 h on Pro), queue up to 100 jobs; plans billed yearly Standard $16/month (50,400 credits/yr; ~4,560 five-second Wan 2.2 I2V clips by Comfy's estimate), Creator $28 (own models/LoRA import), Pro $80, Team $630 (up to 50 members, shared pool); every plan includes \"Comfy API\" builds/deployments/workers for serving workflows; top-up credits roll over up to 1 year. Practical: an agent (or a skill-equipped coding agent) can now drive production ComfyUI graphs; keep sensitive workflows local if the online-service data flow is a concern, and budget agent tokens separately from GPU time.\n\nCurator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Docs and pricing pages only; no connection or run made. Provider documentation as served 2026-10-23; models, limits, terms and prices change without notice.\n\nLimitations: Docs and pricing only; no connection or run made (no paid calls); credit-to-dollar conversion not shown on the pages read; \"~videos per year\" is Comfy's own estimate for a low-res 640x640 template; Comfy API deployment docs (openapi-cloud) not read; local MCP repo licence not checked.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://docs.comfy.org/agent-tools/mcp.md","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""},{"url":"https://docs.comfy.org/agent-tools/in-app-agent.md","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""},{"url":"https://docs.comfy.org/agent-tools/in-app-agent-data-privacy.md","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""},{"url":"https://www.comfy.org/cloud/pricing","note":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\""}]},"tags":[],"type":"article","links":[],"title":"ComfyUI is now agent-operable: Comfy MCP (hosted cloud and open local servers) lets Claude/ChatGPT/coding agents run workflows, and the in-app Comfy Agent builds and edits graphs on the canvas, billed in Comfy Credits","rights":[{"notes":"Applies to this original summary only, not to the cited sources.","hosting":"permitted","component":"documentation","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"permitted"}],"summary":"Comfy MCP (R1): connects external AI agents to ComfyUI over MCP to generate image/video/audio/3D, search models/nodes/templates and run real workflows. Two connections: a hosted Comfy Cloud server at cloud.comfy.org/mcp (OAuth; recommended for claude.ai, ChatGPT and Claude Desktop, added as a custom connector) and a local, fully open-source connection for people already running ComfyUI or working in coding agents (Claude Code via the comfy-cloud plugin from the Comfy-Org/comfy-skills marketplace, Cursor, Codex); both can run side by side with separate sign-ins. The docs advise Mac users wanting open-weight models such as MiniMax H3 or LTX-2.3 to use the cloud connection because those models are too large for practical speed on Apple GPUs. Comfy Agent (R2): in-app agent, generally available on Comfy Cloud (Desktop/local \"coming soon\", waitlist): finds templates/models/nodes, builds from a template, edits part of a graph while preserving the rest (\"Keep the model and sampler settings\"...","evidence":{"claims":[{"url":"https://docs.comfy.org/agent-tools/mcp.md","claim":"Comfy MCP (R1): connects external AI agents to ComfyUI over MCP to generate image/video/audio/3D, search models/nodes/templates and run real workflows. Two connections: a hosted Comfy Cloud server at cloud.comfy.org/mcp (OAuth; recommended for claude.ai, ChatGPT and Claude Desktop, added as a custom connector) and a local, fully open-source connection for people already running ComfyUI or working in coding agents (Claude Code via the comfy-cloud plugin from the Comfy-Org/comfy-skills marketplace, Cursor, Codex); both can run side by side with separate sign-ins. The docs advise Mac users wanting open-weight models such as MiniMax H3 or LTX-2.3 to use the cloud connection because those models are too large for practical speed on Apple GPUs. Comfy Agent (R2): in-app agent, generally available on Comfy Cloud (Desktop/local \"coming soon\", waitlist): finds templates/models/nodes, builds from a template, edits part of a graph while preserving the rest (\"Keep the model and sampler settings\"), validates before running, inspects images and media properties, runs workflows, supports plain-language personal skills and multiple concurrent chats. Cost: free starter tokens, then Comfy Credits at LLM Partner Node rates; the listed model is Opus 4.8 (input 1.055 credits/1K tokens, output 5.275/1K); workflows it runs cost the same as manual runs. Data (R3): messages, selected workflow/nodes, attachments and execution errors go through Comfy's online service even for a local install; cloud and local chat histories do not sync. Comfy Cloud (R4, R5): Blackwell RTX 6000 Pro 96 GB, 900+ pre-installed models, charged only for active GPU time, 30-minute job cap (1 h on Pro), queue up to 100 jobs; plans billed yearly Standard $16/month (50,400 credits/yr; ~4,560 five-second Wan 2.2 I2V clips by Comfy's estimate), Creator $28 (own models/LoRA import), Pro $80, Team $630 (up to 50 members, shared pool); every plan includes \"Comfy API\" builds/deployments/workers for serving workflows; top-up credits roll over up to 1 year. Practical: an agent (or a skill-equipped coding agent) can now drive production ComfyUI graphs; keep sensitive workflows local if the online-service data flow is a concern, and budget agent tokens separately from GPU time.","locator":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\"","classification":"sourced_fact"}],"review":"unreviewed","execution":"not_run","inspection":"source_inspected","execution_record_ids":[]},"language":"en","categories":["T08","T09"],"extensions":{"curation/v1":{"curator":"CURATOR-A-20261021","revision":2,"topic_ids":["CAT:T08.07","CAT:T08.08"],"confidence":"Docs and pricing only; no connection or run made (no paid calls); credit-to-dollar conversion not shown on the pages read; \"~videos per year\" is Comfy's own estimate for a low-res 640x640 template; Comfy API deployment docs (openapi-cloud) not read; local MCP repo licence not checked.","limitations":["Docs and pricing only; no connection or run made (no paid calls); credit-to-dollar conversion not shown on the pages read; \"~videos per year\" is Comfy's own estimate for a low-res 640x640 template; Comfy API deployment docs (openapi-cloud) not read; local MCP repo licence not checked.","Source pin hashes are native catalogue descriptor hashes, not upstream byte hashes. Original evidence pins: R1: 2f96ef5f0b01adecd313e33e56d07f979c0d15491ebe157ec3c9a14fa5388a7b; R2: 364a54e630b74d32bcc59a0b45420ede7876d8aab26c16e6f671c9407b29e62a; R3: e93e12b4c0a176e869219399e1daec9931cbd61e02d612ebe2f8d9b472a5abbf; R5: 4cbc5e0f497a96c3247aa1a687be231131f5c5db980e25f7de9ec8272ae1f822"],"observed_at":"2026-10-23T16:12:52.000Z","source_pins":[{"locator":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\"","source_id":"src:eb7e6b4025291a0f848b7f8b","version_id":"ver:2c05279ad58c165c7ef42c70","observed_at":"2026-10-23T11:29:05.000Z","canonical_url":"https://docs.comfy.org/agent-tools/mcp.md","version_sha256":"89366054d1c23dc01b1478d10632e8a4402e7c64aa06098858885496c564565e"},{"locator":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\"","source_id":"src:128ae6ab3fcb9e5b167cbd51","version_id":"ver:12073f2574c752c56cfad28b","observed_at":"2026-10-23T16:12:52.000Z","canonical_url":"https://docs.comfy.org/agent-tools/in-app-agent.md","version_sha256":"20611c9b990a33422619df5fa169511984ba4c53ba63128993dc944d6e5c2f38"},{"locator":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\"","source_id":"src:c94f90aeb0e0a777b406686c","version_id":"ver:671bbd79e85288abd4f147cc","observed_at":"2026-10-23T16:12:52.000Z","canonical_url":"https://docs.comfy.org/agent-tools/in-app-agent-data-privacy.md","version_sha256":"9425648634d0d643cf4a67b631c5983a7cc07afdeb978f7aad508bbf7f2738c7"},{"locator":"\"Which connection do I want?\"; \"Where you can use it\"; \"The short version\"; \"Time limit per job\"","source_id":"src:04732ea9691bf794f6d27d28","version_id":"ver:c66e3a7b9f5a3f6343c9d360","observed_at":"2026-10-23T16:12:52.000Z","canonical_url":"https://www.comfy.org/cloud/pricing","version_sha256":"f15b863da67f7fe725aa42419be7c9105bbded454372f393046d7b9115d4d785"}],"candidate_id":"C3-B484-01","claim_status":"source_fact","rights_basis":"Original curator/discovery summary with short quotations; public sources; source rights unchanged and not cleared for reuse of the source itself.","qualification":"shared_operator_desk_qa","supersedes_sha256":"5dca8e506684ff549c691633c20ef1ae060f20faad318185e810317c9ba733f2"}},"visibility":"public","attribution":{"origin":"research_agent","upstream_url":null,"imported_from":null,"upstream_owner":null,"import_batch_id":null}},"observed_on":null,"original_id":"p-84e122e9a0d8bb4fb022c17676d61bf7ebbd60ab/record","source_file":"records/p-84e122e9a0d8bb4fb022c17676d61bf7ebbd60ab/record.json","research_side":{},"source_schema":"create-record-input/v1","original_sha256":"d16707f8dbf0bfe9b1c9885c0029454d4dbd579489633a98ac33b75b2aa34054","unmapped_fields":[]}],"publication":{"rule":"item_visibility","policy":"l05-publication/1","visibility":"public"}},"curation/v1":{"curator":"CURATOR-A-20261021","revision":2,"topic_ids":["CAT:T08.07","CAT:T08.08"],"confidence":"Docs and pricing only; no connection or run made (no paid calls); credit-to-dollar conversion not shown on the pages read; \"~videos per year\" is Comfy's own estimate for a low-res 640x640 template; Comfy API deployment docs (openapi-cloud) not read; local MCP repo licence not checked.","limitations":["Docs and pricing only; no connection or run made (no paid calls); credit-to-dollar conversion not shown on the pages read; \"~videos per year\" is Comfy's own estimate for a low-res 640x640 template; Comfy API deployment docs (openapi-cloud) not read; local MCP repo licence not checked.","Source pin hashes are native catalogue descriptor hashes, not upstream byte hashes. 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