{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Repo: nebius/mcp-server","description":"Nebius repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265","json_url":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265/signal.json","generated_at":"2026-06-11T04:10:07.322163+00:00","org":{"slug":"nebius","name":"Nebius","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/nebius","dossier_json_url":"https://onlylabs.fyi/labs/nebius/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265","signal_json":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265/signal.json","source":"https://github.com/nebius/mcp-server","lab_dossier":"https://onlylabs.fyi/labs/nebius","lab_dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis":"https://onlylabs.fyi/analysis/nebius","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/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":"Nebius published nebius/mcp-server (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo nebius/mcp-server · language Python · Low stars, routine new 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/nebius/mcp-server","source_host":"github.com","occurred_at":"2025-05-28T14:36:35+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Nebius","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"nebius/mcp-server","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"13","source":"traction"},{"label":"Notability","value":"Low stars, routine new repo","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"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/nebius/mcp-server"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:10:07.322163+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265/signal.json","dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/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/663b857e-a591-49d9-88e3-279771718265/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/mcp-server","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nebius/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nebius/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 Nebius's repo signal \"nebius/mcp-server\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/mcp-server","text":"Nebius published repo nebius/mcp-server."},{"subject":"nebius/mcp-server","predicate":"is classified as","object":"repo signal","text":"nebius/mcp-server is classified as repo signal."},{"subject":"nebius/mcp-server","predicate":"belongs to","object":"repos desk","text":"nebius/mcp-server belongs to repos desk."},{"subject":"nebius/mcp-server","predicate":"has context","object":"Python","text":"nebius/mcp-server has context Python."},{"subject":"nebius/mcp-server","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/mcp-server has evidence coverage 1 captured evidence page."},{"subject":"nebius/mcp-server","predicate":"has captured page count","object":"1","text":"nebius/mcp-server has captured page count 1."},{"subject":"nebius/mcp-server","predicate":"has readable page count","object":"1","text":"nebius/mcp-server has readable page count 1."},{"subject":"nebius/mcp-server","predicate":"has related signal count","object":"6","text":"nebius/mcp-server has related signal count 6."},{"subject":"nebius/mcp-server","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":"nebius/mcp-server 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":"nebius/mcp-server","predicate":"has source host","object":"github.com","text":"nebius/mcp-server has source host github.com."},{"subject":"nebius/mcp-server","predicate":"has lab","object":"Nebius","text":"nebius/mcp-server has lab Nebius."},{"subject":"nebius/mcp-server","predicate":"has signal desk","object":"repos","text":"nebius/mcp-server has signal desk repos."},{"subject":"nebius/mcp-server","predicate":"has source host","object":"github.com","text":"nebius/mcp-server has source host github.com."},{"subject":"nebius/mcp-server","predicate":"has repository","object":"nebius/mcp-server","text":"nebius/mcp-server has repository nebius/mcp-server."},{"subject":"nebius/mcp-server","predicate":"has language","object":"Python","text":"nebius/mcp-server has language Python."},{"subject":"nebius/mcp-server","predicate":"has stars","object":"13","text":"nebius/mcp-server has stars 13."},{"subject":"nebius/mcp-server","predicate":"has notability","object":"Low stars, routine new repo","text":"nebius/mcp-server has notability Low stars, routine new repo."},{"subject":"nebius/mcp-server","predicate":"has watch term","object":"Infrastructure","text":"nebius/mcp-server has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Nebius published nebius/mcp-server (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo nebius/mcp-server · language Python · Low stars, routine new repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/mcp-server","text":"Nebius published repo nebius/mcp-server."},{"subject":"nebius/mcp-server","predicate":"is classified as","object":"repo signal","text":"nebius/mcp-server is classified as repo signal."},{"subject":"nebius/mcp-server","predicate":"belongs to","object":"repos desk","text":"nebius/mcp-server belongs to repos desk."},{"subject":"nebius/mcp-server","predicate":"has context","object":"Python","text":"nebius/mcp-server has context Python."},{"subject":"nebius/mcp-server","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/mcp-server has evidence coverage 1 captured evidence page."}]},"signal":{"id":"663b857e-a591-49d9-88e3-279771718265","url":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265","json_url":"https://onlylabs.fyi/signals/663b857e-a591-49d9-88e3-279771718265/signal.json","source_url":"https://github.com/nebius/mcp-server","title":"nebius/mcp-server","summary":"Nebius published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-05-28T14:36:35+00:00","first_seen_at":"2026-06-05T22:32:09.881762+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/nebius/mcp-server"]},"facets":{"repo":"nebius/mcp-server","language":"Python"},"traction":{"github_stars":13,"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/nebius/mcp-server","final_url":"https://github.com/nebius/mcp-server","title":"nebius/mcp-server repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:07.322163+00:00","bytes":11435,"raw_path":"3544d14d411ff51c1daa104b477555b46aab8fa0563adc75e2eace2f314b0410.json","content_hash":"757b3fd29839643ff770ef16e2cabdcaedf714f86fedc8b7a967adbda304d777","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/mcp-server Language: Python License: MIT Stars: 13 Forks: 1 Open issues: 3 Created: 2025-05-28T14:36:35Z Pushed: 2026-01-19T10:57:58Z Default branch: main Fork: no Archived: no README: [Beta] Nebius MCP Server This service allows AI agents and assistants to fetch documentation for the Nebius services and execute Nebius CLI commands through the Model Context Protocol. Disclaimer **Important**: This is a beta version. Use it carefully and at your own risk. There are no guarantees provided regarding stability, safety, or correctness. In the current implementation, the MCP server allows execution of any Nebius CLI commands, which may lead to destructive and insecure consequences. Always double-check the command suggested by the assistant before executing it. Never use the **Allow always** option for the **nebius_cli_execute** tool. Scenarios There are 2 main scenarios for this MCP server: 1. Get and analyze the documentation for every service Examples (queries to the AI agent): - How to create a compute instance at Nebius? - How to create a storage bucket at Nebius? 2. Execute commands and get results Examples: - Provide me a list of all storage buckets within the project:..."},"evidence_pages":[{"url":"https://github.com/nebius/mcp-server","final_url":"https://github.com/nebius/mcp-server","title":"nebius/mcp-server repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:07.322163+00:00","bytes":11435,"raw_path":"3544d14d411ff51c1daa104b477555b46aab8fa0563adc75e2eace2f314b0410.json","content_hash":"757b3fd29839643ff770ef16e2cabdcaedf714f86fedc8b7a967adbda304d777","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/mcp-server Language: Python License: MIT Stars: 13 Forks: 1 Open issues: 3 Created: 2025-05-28T14:36:35Z Pushed: 2026-01-19T10:57:58Z Default branch: main Fork: no Archived: no README: [Beta] Nebius MCP Server This service allows AI agents and assistants to fetch documentation for the Nebius services and execute Nebius CLI commands through the Model Context Protocol. Disclaimer **Important**: This is a beta version. Use it carefully and at your own risk. There are no guarantees provided regarding stability, safety, or correctness. In the current implementation, the MCP server allows execution of any Nebius CLI commands, which may lead to destructive and insecure consequences. Always double-check the command suggested by the assistant before executing it. Never use the **Allow always** option for the **nebius_cli_execute** tool. Scenarios There are 2 main scenarios for this MCP server: 1. Get and analyze the documentation for every service Examples (queries to the AI agent): - How to create a compute instance at Nebius? - How to create a storage bucket at Nebius? 2. 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