{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/pp-mcp","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/22f84cf2-8278-4182-8407-31b7ff0b96e4","json_url":"https://onlylabs.fyi/signals/22f84cf2-8278-4182-8407-31b7ff0b96e4/signal.json","generated_at":"2026-06-27T00:39:12.937Z","evidence_latest_fetched_at":"2026-06-20T07:04:45.581105+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/22f84cf2-8278-4182-8407-31b7ff0b96e4","signal_json":"https://onlylabs.fyi/signals/22f84cf2-8278-4182-8407-31b7ff0b96e4/signal.json","source":"https://github.com/microsoft/pp-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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/pp-mcp. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/pp-mcp · New repo with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/pp-mcp","source_host":"github.com","occurred_at":"2025-04-29T13:40:37+00:00","first_seen_at":"2026-06-20T07:00:30.944907+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/pp-mcp","source":"source"},{"label":"Stars","value":"57","source":"traction"},{"label":"Notability","value":"New repo with low traction","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"platform","source":"radar"},{"label":"Watch term","value":"Infrastructure","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/microsoft/pp-mcp"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-20T07:04:45.581105+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["platform"],"score":14,"reason":"Microsoft has a repo signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/22f84cf2-8278-4182-8407-31b7ff0b96e4/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure?","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/22f84cf2-8278-4182-8407-31b7ff0b96e4/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/pp-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/pp-mcp\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/pp-mcp","text":"Microsoft published repo microsoft/pp-mcp."},{"subject":"microsoft/pp-mcp","predicate":"is classified as","object":"repo signal","text":"microsoft/pp-mcp is classified as repo signal."},{"subject":"microsoft/pp-mcp","predicate":"belongs to","object":"repos desk","text":"microsoft/pp-mcp belongs to repos desk."},{"subject":"microsoft/pp-mcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/pp-mcp has evidence coverage 1 captured evidence page."},{"subject":"microsoft/pp-mcp","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/pp-mcp matches data-business lanes Infrastructure."},{"subject":"microsoft/pp-mcp","predicate":"has captured page count","object":"1","text":"microsoft/pp-mcp has captured page count 1."},{"subject":"microsoft/pp-mcp","predicate":"has readable page count","object":"1","text":"microsoft/pp-mcp has readable page count 1."},{"subject":"microsoft/pp-mcp","predicate":"has related signal count","object":"6","text":"microsoft/pp-mcp has related signal count 6."},{"subject":"microsoft/pp-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/pp-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/pp-mcp","predicate":"has source host","object":"github.com","text":"microsoft/pp-mcp has source host github.com."},{"subject":"microsoft/pp-mcp","predicate":"has lab","object":"Microsoft","text":"microsoft/pp-mcp has lab Microsoft."},{"subject":"microsoft/pp-mcp","predicate":"has signal desk","object":"repos","text":"microsoft/pp-mcp has signal desk repos."},{"subject":"microsoft/pp-mcp","predicate":"has source host","object":"github.com","text":"microsoft/pp-mcp has source host github.com."},{"subject":"microsoft/pp-mcp","predicate":"has repository","object":"microsoft/pp-mcp","text":"microsoft/pp-mcp has repository microsoft/pp-mcp."},{"subject":"microsoft/pp-mcp","predicate":"has stars","object":"57","text":"microsoft/pp-mcp has stars 57."},{"subject":"microsoft/pp-mcp","predicate":"has notability","object":"New repo with low traction","text":"microsoft/pp-mcp has notability New repo with low traction."},{"subject":"microsoft/pp-mcp","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/pp-mcp has radar lane Infrastructure."},{"subject":"microsoft/pp-mcp","predicate":"has matched term","object":"platform","text":"microsoft/pp-mcp has matched term platform."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/pp-mcp. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/pp-mcp · New repo with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/pp-mcp","text":"Microsoft published repo microsoft/pp-mcp."},{"subject":"microsoft/pp-mcp","predicate":"is classified as","object":"repo signal","text":"microsoft/pp-mcp is classified as repo signal."},{"subject":"microsoft/pp-mcp","predicate":"belongs to","object":"repos desk","text":"microsoft/pp-mcp belongs to repos desk."},{"subject":"microsoft/pp-mcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/pp-mcp has evidence coverage 1 captured evidence page."},{"subject":"microsoft/pp-mcp","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/pp-mcp matches data-business lanes Infrastructure."}]},"signal":{"id":"22f84cf2-8278-4182-8407-31b7ff0b96e4","url":"https://onlylabs.fyi/signals/22f84cf2-8278-4182-8407-31b7ff0b96e4","json_url":"https://onlylabs.fyi/signals/22f84cf2-8278-4182-8407-31b7ff0b96e4/signal.json","source_url":"https://github.com/microsoft/pp-mcp","title":"microsoft/pp-mcp","summary":"Microsoft 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":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-04-29T13:40:37+00:00","first_seen_at":"2026-06-20T07:00:30.944907+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/microsoft/pp-mcp"]},"facets":{"repo":"microsoft/pp-mcp"},"traction":{"github_stars":57,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["platform"],"reason":"Microsoft has a repo signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/pp-mcp","final_url":"https://github.com/microsoft/pp-mcp","title":"microsoft/pp-mcp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-20T07:04:45.581105+00:00","bytes":9268,"raw_path":"9b51a74cb11fd7767cb033451b86c864f1c59f78f896657e96921b5cbe1d045d.json","content_hash":"056ae40ede11016c8e275353af681570fd36189865bd95ae3d751d16f030912d","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/pp-mcp Description: Power Platform MCP Labs & Samples. License: MIT Stars: 57 Forks: 25 Open issues: 8 Created: 2025-04-29T13:40:37Z Pushed: 2026-06-20T04:39:51Z Default branch: main Fork: no Archived: no README: 🤖 Power Platform MCP Labs & Samples This repository contains MCP Labs & Samples that work with the Power Platform. [🌐 Check it out!](https://aka.ms/pp-mcp) 🚀 Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com. When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct..."},"evidence_pages":[],"related_signals":[{"id":"6ae6413d-d27f-4b6c-8c34-260526c5ad4a","url":"https://onlylabs.fyi/signals/6ae6413d-d27f-4b6c-8c34-260526c5ad4a","source_url":"https://github.com/microsoft/Agentic-Shiksha","title":"microsoft/Agentic-Shiksha","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T06:44:56+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"fa96889d-12d2-430e-9871-9405d53d73bd","url":"https://onlylabs.fyi/signals/fa96889d-12d2-430e-9871-9405d53d73bd","source_url":"https://github.com/microsoft/XBOX-Game-Development-Documentation","title":"microsoft/XBOX-Game-Development-Documentation","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T01:33:33+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"234643d2-74f7-4307-8794-f6e80fec2878","url":"https://onlylabs.fyi/signals/234643d2-74f7-4307-8794-f6e80fec2878","source_url":"https://github.com/microsoft/LAB513-Build-an-AI-Powered-FAQ-Assistant-with-Azure-SQL","title":"microsoft/LAB513-Build-an-AI-Powered-FAQ-Assistant-with-Azure-SQL","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T19:50:36+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"ac8e1b0a-9de4-4215-b6e6-d443de8b7710","url":"https://onlylabs.fyi/signals/ac8e1b0a-9de4-4215-b6e6-d443de8b7710","source_url":"https://github.com/microsoft/TechLab-Module-19-Defender-for-Storage","title":"microsoft/TechLab-Module-19-Defender-for-Storage","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T19:41:12+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"74d1798f-3e3a-4dbb-b4a3-5492da857f7f","url":"https://onlylabs.fyi/signals/74d1798f-3e3a-4dbb-b4a3-5492da857f7f","source_url":"https://github.com/microsoft/Custom-Copilot-Connector-using-Connector-SDK","title":"microsoft/Custom-Copilot-Connector-using-Connector-SDK","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T11:45:08+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"2b3f3fc0-60f0-4892-934e-c720429e9476","url":"https://onlylabs.fyi/signals/2b3f3fc0-60f0-4892-934e-c720429e9476","source_url":"https://github.com/microsoft/trainer-ai-labs","title":"microsoft/trainer-ai-labs","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T07:07:28+00:00","first_seen_at":"2026-06-26T23:50:37.018387+00:00","date_source":"source"}]}