{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/github-advisory-mcp","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5172b826-f409-42e9-929b-bbdc75d07716","json_url":"https://onlylabs.fyi/signals/5172b826-f409-42e9-929b-bbdc75d07716/signal.json","generated_at":"2026-06-26T23:23:48.678Z","evidence_latest_fetched_at":"2026-06-20T07:04:44.314236+00:00","signal_first_seen_at":"2026-06-20T07:00:30.944907+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5172b826-f409-42e9-929b-bbdc75d07716","signal_json":"https://onlylabs.fyi/signals/5172b826-f409-42e9-929b-bbdc75d07716/signal.json","source":"https://github.com/microsoft/github-advisory-mcp","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/github-advisory-mcp (TypeScript). 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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?","Which data-business lane explains this signal: Data demand?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/5172b826-f409-42e9-929b-bbdc75d07716/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/github-advisory-mcp","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 Microsoft's repo signal \"microsoft/github-advisory-mcp\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/github-advisory-mcp","text":"Microsoft published repo microsoft/github-advisory-mcp."},{"subject":"microsoft/github-advisory-mcp","predicate":"is classified as","object":"repo signal","text":"microsoft/github-advisory-mcp is classified as repo signal."},{"subject":"microsoft/github-advisory-mcp","predicate":"belongs to","object":"repos desk","text":"microsoft/github-advisory-mcp belongs to repos desk."},{"subject":"microsoft/github-advisory-mcp","predicate":"has context","object":"TypeScript","text":"microsoft/github-advisory-mcp has context TypeScript."},{"subject":"microsoft/github-advisory-mcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/github-advisory-mcp has evidence coverage 1 captured evidence page."},{"subject":"microsoft/github-advisory-mcp","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/github-advisory-mcp matches data-business lanes Data demand."},{"subject":"microsoft/github-advisory-mcp","predicate":"has captured page count","object":"1","text":"microsoft/github-advisory-mcp has captured page count 1."},{"subject":"microsoft/github-advisory-mcp","predicate":"has readable page count","object":"1","text":"microsoft/github-advisory-mcp has readable page count 1."},{"subject":"microsoft/github-advisory-mcp","predicate":"has related signal count","object":"6","text":"microsoft/github-advisory-mcp has related signal count 6."},{"subject":"microsoft/github-advisory-mcp","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":"microsoft/github-advisory-mcp 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":"microsoft/github-advisory-mcp","predicate":"has source host","object":"github.com","text":"microsoft/github-advisory-mcp has source host github.com."},{"subject":"microsoft/github-advisory-mcp","predicate":"has lab","object":"Microsoft","text":"microsoft/github-advisory-mcp has lab Microsoft."},{"subject":"microsoft/github-advisory-mcp","predicate":"has signal desk","object":"repos","text":"microsoft/github-advisory-mcp has signal desk repos."},{"subject":"microsoft/github-advisory-mcp","predicate":"has source host","object":"github.com","text":"microsoft/github-advisory-mcp has source host github.com."},{"subject":"microsoft/github-advisory-mcp","predicate":"has repository","object":"microsoft/github-advisory-mcp","text":"microsoft/github-advisory-mcp has repository microsoft/github-advisory-mcp."},{"subject":"microsoft/github-advisory-mcp","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/github-advisory-mcp · language TypeScript · Routine new repo with minimal stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Architecture **Two-Tier Design:** ``` ┌─────────────────────────────────────┐ │ MCP Server (stdio or HTTP) │ Port: 18006 (HTTP mode) │ - list_advisories tool │ │ - get_advisory tool │ └──────────┬──────────────────────────┘ │ calls internally ┌──────────▼──────────────────────────┐ │ Local Express REST API │ Port: 18005 │ GET /health │ │ GET /advisories │ │ GET /advisories/:ghsa_id │ │ GET /search?q= │ └──────────┬──────────────────────────┘ │ reads from ┌──────────▼──────────────────────────┐ │ LocalRepositoryDataSource │ │ Reads JSON files from: │ │ external/advisory-database/ │ └─────────────────────────────────────┘ ``` Quick Start (VS Code + GitHub Copilot) **For users who just want to use the MCP server in VS Code:** 1. **Clone and Setup:** ```bash git clone..."},"evidence_pages":[],"related_signals":[{"id":"3fdd4690-9c28-4863-ba65-4ec299d85aa0","url":"https://onlylabs.fyi/signals/3fdd4690-9c28-4863-ba65-4ec299d85aa0","source_url":"https://github.com/microsoft/fabric-events","title":"microsoft/fabric-events","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-23T00:54:34+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"c0d592c7-e699-4bf5-a2c3-5b79f43f85a0","url":"https://onlylabs.fyi/signals/c0d592c7-e699-4bf5-a2c3-5b79f43f85a0","source_url":"https://github.com/microsoft/citadel","title":"microsoft/citadel","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-22T06:20:10+00:00","first_seen_at":"2026-06-22T07:00:31.308446+00:00","date_source":"source"},{"id":"96d85410-04f4-4314-b4d1-6788163ff05e","url":"https://onlylabs.fyi/signals/96d85410-04f4-4314-b4d1-6788163ff05e","source_url":"https://github.com/microsoft/amplifier-app-opencode","title":"microsoft/amplifier-app-opencode","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-20T22:24:01+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"027f6a7e-9e04-4fad-a3d7-9435bc32cf00","url":"https://onlylabs.fyi/signals/027f6a7e-9e04-4fad-a3d7-9435bc32cf00","source_url":"https://github.com/microsoft/amplifier-app-wiki-weaver","title":"microsoft/amplifier-app-wiki-weaver","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-19T23:38:20+00:00","first_seen_at":"2026-06-20T07:00:30.944907+00:00","date_source":"source"},{"id":"4680cd70-2c2f-4483-bd8d-ceb9b28de9cf","url":"https://onlylabs.fyi/signals/4680cd70-2c2f-4483-bd8d-ceb9b28de9cf","source_url":"https://github.com/microsoft/What-I-did-with-Cowork","title":"microsoft/What-I-did-with-Cowork","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-18T09:39:01+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"4b65f882-b9ed-45ca-b252-be0ddd8ee03e","url":"https://onlylabs.fyi/signals/4b65f882-b9ed-45ca-b252-be0ddd8ee03e","source_url":"https://github.com/microsoft/Salesforce-Custom-Copilot-Connector","title":"microsoft/Salesforce-Custom-Copilot-Connector","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:55:24+00:00","first_seen_at":"2026-06-18T07:00:31.633644+00:00","date_source":"source"}]}