{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/replicate-mcp-code-mode","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","json_url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b/signal.json","generated_at":"2026-06-11T04:09:22.415172+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","signal_json":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b/signal.json","source":"https://github.com/replicate/replicate-mcp-code-mode","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Replicate published replicate/replicate-mcp-code-mode. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/replicate-mcp-code-mode · Very few stars, routine repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/replicate/replicate-mcp-code-mode","source_host":"github.com","occurred_at":"2025-11-13T20:12:39+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/replicate-mcp-code-mode","source":"source"},{"label":"Stars","value":"4","source":"traction"},{"label":"Notability","value":"Very few stars, routine repo","source":"signal"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/replicate/replicate-mcp-code-mode"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:22.415172+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/replicate-mcp-code-mode","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Replicate's repo signal \"replicate/replicate-mcp-code-mode\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/replicate-mcp-code-mode","text":"Replicate published repo replicate/replicate-mcp-code-mode."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"is classified as","object":"repo signal","text":"replicate/replicate-mcp-code-mode is classified as repo signal."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"belongs to","object":"repos desk","text":"replicate/replicate-mcp-code-mode belongs to repos desk."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/replicate-mcp-code-mode has evidence coverage 1 captured evidence page."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has captured page count","object":"1","text":"replicate/replicate-mcp-code-mode has captured page count 1."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has readable page count","object":"1","text":"replicate/replicate-mcp-code-mode has readable page count 1."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has related signal count","object":"6","text":"replicate/replicate-mcp-code-mode has related signal count 6."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"replicate/replicate-mcp-code-mode has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has source host","object":"github.com","text":"replicate/replicate-mcp-code-mode has source host github.com."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has lab","object":"Replicate","text":"replicate/replicate-mcp-code-mode has lab Replicate."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has signal desk","object":"repos","text":"replicate/replicate-mcp-code-mode has signal desk repos."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has source host","object":"github.com","text":"replicate/replicate-mcp-code-mode has source host github.com."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has repository","object":"replicate/replicate-mcp-code-mode","text":"replicate/replicate-mcp-code-mode has repository replicate/replicate-mcp-code-mode."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has stars","object":"4","text":"replicate/replicate-mcp-code-mode has stars 4."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has notability","object":"Very few stars, routine repo","text":"replicate/replicate-mcp-code-mode has notability Very few stars, routine repo."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has watch term","object":"Agents and tool use","text":"replicate/replicate-mcp-code-mode has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/replicate-mcp-code-mode. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/replicate-mcp-code-mode · Very few stars, routine repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/replicate-mcp-code-mode","text":"Replicate published repo replicate/replicate-mcp-code-mode."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"is classified as","object":"repo signal","text":"replicate/replicate-mcp-code-mode is classified as repo signal."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"belongs to","object":"repos desk","text":"replicate/replicate-mcp-code-mode belongs to repos desk."},{"subject":"replicate/replicate-mcp-code-mode","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/replicate-mcp-code-mode has evidence coverage 1 captured evidence page."}]},"signal":{"id":"eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","json_url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b/signal.json","source_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode","summary":"Replicate published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-13T20:12:39+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/replicate/replicate-mcp-code-mode"]},"facets":{"repo":"replicate/replicate-mcp-code-mode"},"traction":{"github_stars":4,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/replicate/replicate-mcp-code-mode","final_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:22.415172+00:00","bytes":11606,"raw_path":"aaf7887f688b1434090d0e0eacdfb072125af6e0c0ca7346ffe7043ae678e121.json","content_hash":"85cfd248008adcbfb3361bab5e3692633d29dd7c60a22d18c2bfd7e13bbd189b","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/replicate-mcp-code-mode Description: \"Code Mode\" makes Replicate's MCP server much faster Stars: 4 Forks: 0 Open issues: 0 Created: 2025-11-13T20:12:39Z Pushed: 2025-11-17T23:56:10Z Default branch: main Fork: no Archived: no README: Replicate MCP: Code Mode This is a demo of \"code mode\" in [Replicate's MCP server](https://replicate.com/docs/reference/mcp), which allows language models to write and execute code in a sandboxed environment. https://github.com/user-attachments/assets/3bc0a8fc-e25d-4d5c-a3a5-ee565b340322 Why? Traditional MCP exposes one tool per API method, which creates problems as APIs grow: each tool consumes context window space, and LLMs struggle to select the right tool from dozens or hundreds of options. Chaining operations is also inefficient, as each tool result gets fed back through the LLM just to be copied into the next tool call, wasting tokens and processing time. Code mode solves this by providing two tools: one for searching SDK documentation, and another that accepts TypeScript code. The LLM uses the doc search tool to learn how to write code against the Replicate SDK, then executes that code in a Deno sandbox. This allows the LLM to write..."},"evidence_pages":[{"url":"https://github.com/replicate/replicate-mcp-code-mode","final_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:22.415172+00:00","bytes":11606,"raw_path":"aaf7887f688b1434090d0e0eacdfb072125af6e0c0ca7346ffe7043ae678e121.json","content_hash":"85cfd248008adcbfb3361bab5e3692633d29dd7c60a22d18c2bfd7e13bbd189b","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/replicate-mcp-code-mode Description: \"Code Mode\" makes Replicate's MCP server much faster Stars: 4 Forks: 0 Open issues: 0 Created: 2025-11-13T20:12:39Z Pushed: 2025-11-17T23:56:10Z Default branch: main Fork: no Archived: no README: Replicate MCP: Code Mode This is a demo of \"code mode\" in [Replicate's MCP server](https://replicate.com/docs/reference/mcp), which allows language models to write and execute code in a sandboxed environment. https://github.com/user-attachments/assets/3bc0a8fc-e25d-4d5c-a3a5-ee565b340322 Why? Traditional MCP exposes one tool per API method, which creates problems as APIs grow: each tool consumes context window space, and LLMs struggle to select the right tool from dozens or hundreds of options. Chaining operations is also inefficient, as each tool result gets fed back through the LLM just to be copied into the next tool call, wasting tokens and processing time. Code mode solves this by providing two tools: one for searching SDK documentation, and another that accepts TypeScript code. The LLM uses the doc search tool to learn how to write code against the Replicate SDK, then executes that code in a Deno sandbox. This allows the LLM to write..."}],"related_signals":[{"id":"1db23f7d-6f2c-4c4d-a72e-13e4571ab215","url":"https://onlylabs.fyi/signals/1db23f7d-6f2c-4c4d-a72e-13e4571ab215","source_url":"https://github.com/replicate/getting-started-vinext","title":"replicate/getting-started-vinext","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T21:02:36+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"839ba0f4-1476-4d41-8a21-a7229404068c","url":"https://onlylabs.fyi/signals/839ba0f4-1476-4d41-8a21-a7229404068c","source_url":"https://github.com/replicate/skills","title":"replicate/skills","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-16T04:57:43+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"7859f548-12fd-4e47-869f-6cd6e9b89b7c","url":"https://onlylabs.fyi/signals/7859f548-12fd-4e47-869f-6cd6e9b89b7c","source_url":"https://github.com/replicate/image-editing-arena","title":"replicate/image-editing-arena","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T21:37:30+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"024a8173-5843-4a5f-b99f-d614881620a1","url":"https://onlylabs.fyi/signals/024a8173-5843-4a5f-b99f-d614881620a1","source_url":"https://github.com/replicate/replicate-langchain","title":"replicate/replicate-langchain","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-20T22:40:29+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","url":"https://onlylabs.fyi/signals/d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","source_url":"https://github.com/replicate/cursedsit.com","title":"replicate/cursedsit.com","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-10-30T16:14:21+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"eec2b7dd-93d2-420b-b021-617615e8a869","url":"https://onlylabs.fyi/signals/eec2b7dd-93d2-420b-b021-617615e8a869","source_url":"https://github.com/replicate/cloudflare-ai-gateway-replicate-test","title":"replicate/cloudflare-ai-gateway-replicate-test","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-10-29T16:55:14+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"}]}