{"schema_version":"onlylabs.public_signal.v1","title":"Reka AI Repo: reka-ai/reka-mcp","description":"Reka AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003","json_url":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003/signal.json","generated_at":"2026-06-11T02:51:31.337225+00:00","org":{"slug":"reka","name":"Reka AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/reka","dossier_json_url":"https://onlylabs.fyi/labs/reka/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003","signal_json":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003/signal.json","source":"https://github.com/reka-ai/reka-mcp","lab_dossier":"https://onlylabs.fyi/labs/reka","lab_dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis":"https://onlylabs.fyi/analysis/reka","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Reka AI published reka-ai/reka-mcp (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo reka-ai/reka-mcp · language Python · Routine new repo, no traction details.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/reka-ai/reka-mcp","source_host":"github.com","occurred_at":"2026-04-28T07:52:10+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Reka AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"reka-ai/reka-mcp","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"Routine new repo, no traction details.","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/reka-ai/reka-mcp"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:31.337225+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003/signal.json","dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/1227bd13-65e9-430c-83bf-228eb14e3003/signal.json","required":true},{"label":"source","url":"https://github.com/reka-ai/reka-mcp","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/reka/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/reka/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 Reka AI's repo signal \"reka-ai/reka-mcp\" for neolab strategy."},"semantic_triples":[{"subject":"Reka AI","predicate":"published repo","object":"reka-ai/reka-mcp","text":"Reka AI published repo reka-ai/reka-mcp."},{"subject":"reka-ai/reka-mcp","predicate":"is classified as","object":"repo signal","text":"reka-ai/reka-mcp is classified as repo signal."},{"subject":"reka-ai/reka-mcp","predicate":"belongs to","object":"repos desk","text":"reka-ai/reka-mcp belongs to repos desk."},{"subject":"reka-ai/reka-mcp","predicate":"has context","object":"Python","text":"reka-ai/reka-mcp has context Python."},{"subject":"reka-ai/reka-mcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"reka-ai/reka-mcp has evidence coverage 1 captured evidence page."},{"subject":"reka-ai/reka-mcp","predicate":"has captured page count","object":"1","text":"reka-ai/reka-mcp has captured page count 1."},{"subject":"reka-ai/reka-mcp","predicate":"has readable page count","object":"1","text":"reka-ai/reka-mcp has readable page count 1."},{"subject":"reka-ai/reka-mcp","predicate":"has related signal count","object":"6","text":"reka-ai/reka-mcp has related signal count 6."},{"subject":"reka-ai/reka-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":"reka-ai/reka-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":"reka-ai/reka-mcp","predicate":"has source host","object":"github.com","text":"reka-ai/reka-mcp has source host github.com."},{"subject":"reka-ai/reka-mcp","predicate":"has lab","object":"Reka AI","text":"reka-ai/reka-mcp has lab Reka AI."},{"subject":"reka-ai/reka-mcp","predicate":"has signal desk","object":"repos","text":"reka-ai/reka-mcp has signal desk repos."},{"subject":"reka-ai/reka-mcp","predicate":"has source host","object":"github.com","text":"reka-ai/reka-mcp has source host github.com."},{"subject":"reka-ai/reka-mcp","predicate":"has repository","object":"reka-ai/reka-mcp","text":"reka-ai/reka-mcp has repository reka-ai/reka-mcp."},{"subject":"reka-ai/reka-mcp","predicate":"has language","object":"Python","text":"reka-ai/reka-mcp has language Python."},{"subject":"reka-ai/reka-mcp","predicate":"has notability","object":"Routine new repo, no traction details.","text":"reka-ai/reka-mcp has notability Routine new repo, no traction details.."},{"subject":"reka-ai/reka-mcp","predicate":"has watch term","object":"Infrastructure","text":"reka-ai/reka-mcp has watch term Infrastructure."},{"subject":"reka-ai/reka-mcp","predicate":"has watch term","object":"Agents and tool use","text":"reka-ai/reka-mcp has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Reka AI published reka-ai/reka-mcp (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo reka-ai/reka-mcp · language Python · Routine new repo, no traction details.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Reka AI","predicate":"published repo","object":"reka-ai/reka-mcp","text":"Reka AI published repo reka-ai/reka-mcp."},{"subject":"reka-ai/reka-mcp","predicate":"is classified as","object":"repo signal","text":"reka-ai/reka-mcp is classified as repo signal."},{"subject":"reka-ai/reka-mcp","predicate":"belongs to","object":"repos desk","text":"reka-ai/reka-mcp belongs to repos desk."},{"subject":"reka-ai/reka-mcp","predicate":"has context","object":"Python","text":"reka-ai/reka-mcp has context Python."},{"subject":"reka-ai/reka-mcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"reka-ai/reka-mcp has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1227bd13-65e9-430c-83bf-228eb14e3003","url":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003","json_url":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003/signal.json","source_url":"https://github.com/reka-ai/reka-mcp","title":"reka-ai/reka-mcp","summary":"Reka AI 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":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-04-28T07:52:10+00:00","first_seen_at":"2026-06-05T22:32:22.156489+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/reka-ai/reka-mcp"]},"facets":{"repo":"reka-ai/reka-mcp","language":"Python"},"traction":{"github_stars":0,"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/reka-ai/reka-mcp","final_url":"https://github.com/reka-ai/reka-mcp","title":"reka-ai/reka-mcp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:31.337225+00:00","bytes":16007,"raw_path":"94b5d3740d42738cfde312a010f1f3eb95999b7e474df262302ece9bd5b5df70.json","content_hash":"8dbb8ef9d7f7b7e084e39ea9e6c8be1f60caa2d8da9ffd733cea21abc685cf05","excerpt_chars":1200,"truncated":true,"excerpt":"reka-ai/reka-mcp Description: Reka AI's MCP server Language: Python License: NOASSERTION Stars: 0 Forks: 0 Open issues: 0 Created: 2026-04-28T07:52:10Z Pushed: 2026-05-14T04:51:13Z Default branch: main Fork: no Archived: no README: Reka Vision MCP Server mcp-name: ai.reka/mcp MCP server that lets AI agents upload, index, search, and analyze videos through the Reka Vision API. Agents can search across videos using natural language, ask questions about video content with visual analysis, detect objects in specific time ranges with text prompts, and read processed data like transcripts, captions, and scenes. Quick Start ```bash Run the published local stdio server with your Reka API key REKA_VISION_API_KEY=\"your-api-key\" uvx reka-mcp ``` For MCP clients that need explicit command configuration: ```json { \"command\": \"uvx\", \"args\": [\"reka-mcp\"], \"env\": { \"REKA_VISION_API_KEY\": \"your-api-key-here\" } } ``` For local development: ```bash uv sync uv run pre-commit install REKA_VISION_API_KEY=\"test-key\" uv run reka-mcp ``` The default mode is local stdio. In local mode, `REKA_VISION_API_KEY` is read once from the process environment and used for all requests. Hosted Mode Hosted mode runs..."},"evidence_pages":[{"url":"https://github.com/reka-ai/reka-mcp","final_url":"https://github.com/reka-ai/reka-mcp","title":"reka-ai/reka-mcp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:31.337225+00:00","bytes":16007,"raw_path":"94b5d3740d42738cfde312a010f1f3eb95999b7e474df262302ece9bd5b5df70.json","content_hash":"8dbb8ef9d7f7b7e084e39ea9e6c8be1f60caa2d8da9ffd733cea21abc685cf05","excerpt_chars":1200,"truncated":true,"excerpt":"reka-ai/reka-mcp Description: Reka AI's MCP server Language: Python License: NOASSERTION Stars: 0 Forks: 0 Open issues: 0 Created: 2026-04-28T07:52:10Z Pushed: 2026-05-14T04:51:13Z Default branch: main Fork: no Archived: no README: Reka Vision MCP Server mcp-name: ai.reka/mcp MCP server that lets AI agents upload, index, search, and analyze videos through the Reka Vision API. Agents can search across videos using natural language, ask questions about video content with visual analysis, detect objects in specific time ranges with text prompts, and read processed data like transcripts, captions, and scenes. Quick Start ```bash Run the published local stdio server with your Reka API key REKA_VISION_API_KEY=\"your-api-key\" uvx reka-mcp ``` For MCP clients that need explicit command configuration: ```json { \"command\": \"uvx\", \"args\": [\"reka-mcp\"], \"env\": { \"REKA_VISION_API_KEY\": \"your-api-key-here\" } } ``` For local development: ```bash uv sync uv run pre-commit install REKA_VISION_API_KEY=\"test-key\" uv run reka-mcp ``` The default mode is local stdio. In local mode, `REKA_VISION_API_KEY` is read once from the process environment and used for all requests. Hosted Mode Hosted mode runs..."}],"related_signals":[{"id":"e476a67e-0f08-4130-9aeb-d7ddb8308e9a","url":"https://onlylabs.fyi/signals/e476a67e-0f08-4130-9aeb-d7ddb8308e9a","source_url":"https://github.com/reka-ai/reka-cli","title":"reka-ai/reka-cli","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-03-05T03:55:53+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"d21cbdac-d30a-45ea-bbde-04b84a25cb6c","url":"https://onlylabs.fyi/signals/d21cbdac-d30a-45ea-bbde-04b84a25cb6c","source_url":"https://github.com/reka-ai/vllm-reka","title":"reka-ai/vllm-reka","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-02-16T14:59:03+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"5bfd3e01-ecbb-4406-952d-496c233da452","url":"https://onlylabs.fyi/signals/5bfd3e01-ecbb-4406-952d-496c233da452","source_url":"https://github.com/reka-ai/clip-api-examples","title":"reka-ai/clip-api-examples","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-02-09T18:45:39+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"0bb997fd-d7cd-41be-b1c6-f786a95e33b8","url":"https://onlylabs.fyi/signals/0bb997fd-d7cd-41be-b1c6-f786a95e33b8","source_url":"https://github.com/reka-ai/n8n-nodes-reka","title":"reka-ai/n8n-nodes-reka","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-01-07T18:27:21+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"e04cad2e-a265-4a5a-acd5-c02a7ea0bc2a","url":"https://onlylabs.fyi/signals/e04cad2e-a265-4a5a-acd5-c02a7ea0bc2a","source_url":"https://github.com/reka-ai/reka-sdk-dotnet","title":"reka-ai/reka-sdk-dotnet","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2025-11-21T13:40:08+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"46424035-ca82-43d1-aad4-68836fa0fbad","url":"https://onlylabs.fyi/signals/46424035-ca82-43d1-aad4-68836fa0fbad","source_url":"https://github.com/reka-ai/terminal-tools","title":"reka-ai/terminal-tools","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2025-11-18T20:53:14+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"}]}