{"schema_version":"onlylabs.public_signal.v1","title":"Clarifai Repo: Clarifai/clarifai-mcp-server-local","description":"Clarifai repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd","json_url":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd/signal.json","generated_at":"2026-06-11T04:09:13.199927+00:00","org":{"slug":"clarifai","name":"Clarifai","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/clarifai","dossier_json_url":"https://onlylabs.fyi/labs/clarifai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd","signal_json":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd/signal.json","source":"https://github.com/Clarifai/clarifai-mcp-server-local","lab_dossier":"https://onlylabs.fyi/labs/clarifai","lab_dossier_json":"https://onlylabs.fyi/labs/clarifai/dossier.json","analysis":"https://onlylabs.fyi/analysis/clarifai","analysis_json":"https://onlylabs.fyi/analysis/clarifai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/clarifai/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":"Clarifai published Clarifai/clarifai-mcp-server-local (Go). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd/signal.json","required":true},{"label":"source","url":"https://github.com/Clarifai/clarifai-mcp-server-local","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/clarifai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/clarifai/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 Clarifai's repo signal \"Clarifai/clarifai-mcp-server-local\" for neocloud strategy."},"semantic_triples":[{"subject":"Clarifai","predicate":"published repo","object":"Clarifai/clarifai-mcp-server-local","text":"Clarifai published repo Clarifai/clarifai-mcp-server-local."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"is classified as","object":"repo signal","text":"Clarifai/clarifai-mcp-server-local is classified as repo signal."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"belongs to","object":"repos desk","text":"Clarifai/clarifai-mcp-server-local belongs to repos desk."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has context","object":"Go","text":"Clarifai/clarifai-mcp-server-local has context Go."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Clarifai/clarifai-mcp-server-local has evidence coverage 1 captured evidence page."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has captured page count","object":"1","text":"Clarifai/clarifai-mcp-server-local has captured page count 1."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has readable page count","object":"1","text":"Clarifai/clarifai-mcp-server-local has readable page count 1."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has related signal count","object":"6","text":"Clarifai/clarifai-mcp-server-local has related signal count 6."},{"subject":"Clarifai/clarifai-mcp-server-local","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":"Clarifai/clarifai-mcp-server-local 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":"Clarifai/clarifai-mcp-server-local","predicate":"has source host","object":"github.com","text":"Clarifai/clarifai-mcp-server-local has source host github.com."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has lab","object":"Clarifai","text":"Clarifai/clarifai-mcp-server-local has lab Clarifai."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has signal desk","object":"repos","text":"Clarifai/clarifai-mcp-server-local has signal desk repos."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has source host","object":"github.com","text":"Clarifai/clarifai-mcp-server-local has source host github.com."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has repository","object":"Clarifai/clarifai-mcp-server-local","text":"Clarifai/clarifai-mcp-server-local has repository Clarifai/clarifai-mcp-server-local."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has language","object":"Go","text":"Clarifai/clarifai-mcp-server-local has language Go."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has stars","object":"2","text":"Clarifai/clarifai-mcp-server-local has stars 2."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has notability","object":"Low traction new repo by Clarifai","text":"Clarifai/clarifai-mcp-server-local has notability Low traction new repo by Clarifai."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has watch term","object":"Data pipeline","text":"Clarifai/clarifai-mcp-server-local has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"Clarifai published Clarifai/clarifai-mcp-server-local (Go). 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High-signal details: repo Clarifai/clarifai-mcp-server-local · language Go · Low traction new repo by Clarifai. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Clarifai","predicate":"published repo","object":"Clarifai/clarifai-mcp-server-local","text":"Clarifai published repo Clarifai/clarifai-mcp-server-local."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"is classified as","object":"repo signal","text":"Clarifai/clarifai-mcp-server-local is classified as repo signal."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"belongs to","object":"repos desk","text":"Clarifai/clarifai-mcp-server-local belongs to repos desk."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has context","object":"Go","text":"Clarifai/clarifai-mcp-server-local has context Go."},{"subject":"Clarifai/clarifai-mcp-server-local","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Clarifai/clarifai-mcp-server-local has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f9f513a1-a61b-44d1-8828-1311f67619cd","url":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd","json_url":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd/signal.json","source_url":"https://github.com/Clarifai/clarifai-mcp-server-local","title":"Clarifai/clarifai-mcp-server-local","summary":"Clarifai published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-04-08T20:26:44+00:00","first_seen_at":"2026-06-05T22:32:15.505408+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/Clarifai/clarifai-mcp-server-local"]},"facets":{"repo":"Clarifai/clarifai-mcp-server-local","language":"Go"},"traction":{"github_stars":2,"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/Clarifai/clarifai-mcp-server-local","final_url":"https://github.com/Clarifai/clarifai-mcp-server-local","title":"Clarifai/clarifai-mcp-server-local repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:13.199927+00:00","bytes":20504,"raw_path":"3d53a44b8e477f7546969b76085ba73f3ca75557525e31148ba3162a49ec0fec.json","content_hash":"a728f8fe623c53c59c04eafaedc45eb111d98f79e2b6df44a488c55f09631bf3","excerpt_chars":1200,"truncated":true,"excerpt":"Clarifai/clarifai-mcp-server-local Description: Local MCP server for clarifai.com Language: Go Stars: 2 Forks: 2 Open issues: 0 Created: 2025-04-08T20:26:44Z Pushed: 2025-05-14T09:39:22Z Default branch: main Fork: no Archived: no README: 🌀 Clarifai MCP Server (unofficial) This hackday project provides a Model Context Protocol (MCP) server that acts as a bridge to the [Clarifai](https://www.clarifai.com/) API and is meant to run on user's machine (so locally). It allows MCP clients (like IDE extensions) to interact with Clarifai, such as image generation and inference, using standard MCP requests without overloading LLM context with heavy binary results. [![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/aSuJxq1txm0/0.jpg)](https://www.youtube.com/watch?v=aSuJxq1txm0) [![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/MC8_rGjfty4/0.jpg)](https://www.youtube.com/watch?v=MC8_rGjfty4) Configuring MCP server for seamless interaction The server is typically run automatically by the MCP client framework (e.g., via settings in VS Code). The configuration usually involves specifying the path to the built binary and any required command-line arguments, such as the Clarifai PAT. You will..."},"evidence_pages":[{"url":"https://github.com/Clarifai/clarifai-mcp-server-local","final_url":"https://github.com/Clarifai/clarifai-mcp-server-local","title":"Clarifai/clarifai-mcp-server-local repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:13.199927+00:00","bytes":20504,"raw_path":"3d53a44b8e477f7546969b76085ba73f3ca75557525e31148ba3162a49ec0fec.json","content_hash":"a728f8fe623c53c59c04eafaedc45eb111d98f79e2b6df44a488c55f09631bf3","excerpt_chars":1200,"truncated":true,"excerpt":"Clarifai/clarifai-mcp-server-local Description: Local MCP server for clarifai.com Language: Go Stars: 2 Forks: 2 Open issues: 0 Created: 2025-04-08T20:26:44Z Pushed: 2025-05-14T09:39:22Z Default branch: main Fork: no Archived: no README: 🌀 Clarifai MCP Server (unofficial) This hackday project provides a Model Context Protocol (MCP) server that acts as a bridge to the [Clarifai](https://www.clarifai.com/) API and is meant to run on user's machine (so locally). It allows MCP clients (like IDE extensions) to interact with Clarifai, such as image generation and inference, using standard MCP requests without overloading LLM context with heavy binary results. [![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/aSuJxq1txm0/0.jpg)](https://www.youtube.com/watch?v=aSuJxq1txm0) [![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/MC8_rGjfty4/0.jpg)](https://www.youtube.com/watch?v=MC8_rGjfty4) Configuring MCP server for seamless interaction The server is typically run automatically by the MCP client framework (e.g., via settings in VS Code). The configuration usually involves specifying the path to the built binary and any required command-line arguments, such as the Clarifai PAT. You will..."}],"related_signals":[{"id":"f59750d7-149f-4d5e-a7da-d34882a27500","url":"https://onlylabs.fyi/signals/f59750d7-149f-4d5e-a7da-d34882a27500","source_url":"https://github.com/Clarifai/skills","title":"Clarifai/skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2026-03-26T20:46:06+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"c4ee3dd1-14cf-4aae-afa0-16d3877c0379","url":"https://onlylabs.fyi/signals/c4ee3dd1-14cf-4aae-afa0-16d3877c0379","source_url":"https://github.com/Clarifai/pipeline-examples","title":"Clarifai/pipeline-examples","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2026-01-15T15:46:39+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"2f25f002-0ddb-4005-81e7-8c13a4a65733","url":"https://onlylabs.fyi/signals/2f25f002-0ddb-4005-81e7-8c13a4a65733","source_url":"https://github.com/Clarifai/pipeline-engine","title":"Clarifai/pipeline-engine","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-07-15T19:15:16+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"c7b16a2b-418d-4ef5-8c03-a52084485fca","url":"https://onlylabs.fyi/signals/c7b16a2b-418d-4ef5-8c03-a52084485fca","source_url":"https://github.com/Clarifai/langchain_clarifai","title":"Clarifai/langchain_clarifai","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-06-24T13:59:27+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"58de4659-c6cd-4eca-b172-d4931bca73b4","url":"https://onlylabs.fyi/signals/58de4659-c6cd-4eca-b172-d4931bca73b4","source_url":"https://github.com/Clarifai/runners-examples","title":"Clarifai/runners-examples","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-03-28T14:53:32+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"95ec5963-7c52-40d0-b36a-d3c4aa8d7d0f","url":"https://onlylabs.fyi/signals/95ec5963-7c52-40d0-b36a-d3c4aa8d7d0f","source_url":"https://github.com/Clarifai/clarifai-model-utils","title":"Clarifai/clarifai-model-utils","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2024-02-22T17:29:01+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"}]}