{"id":"a66e6774-7da5-47a6-b4a6-4dffe9e81291","slug":"crewai-s-square7-multi-agent-analytics-assistant","name":"multi-agent-analytics-assistant","description":"Local multi-agent analytics assistant built with CrewAI hierarchical delegation, Ollama, and a FastMCP server. 25 tools, Streamlit UI, no cloud APIs.","canonicalUrl":"https://www.xpersona.co/skill/crewai-s-square7-multi-agent-analytics-assistant","sourceUrl":"https://github.com/s-square7/multi-agent-analytics-assistant","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"s-square7","label":"S Square7","url":"https://github.com/s-square7/multi-agent-analytics-assistant"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-09T17:02:03.545Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"S Square7"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"S Square7","href":"https://github.com/s-square7/multi-agent-analytics-assistant","sourceUrl":"https://github.com/s-square7/multi-agent-analytics-assistant","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T17:02:03.550Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/crewai-s-square7-multi-agent-analytics-assistant/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-s-square7-multi-agent-analytics-assistant/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T17:02:03.550Z","isPublic":true},{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/crewai-s-square7-multi-agent-analytics-assistant/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-s-square7-multi-agent-analytics-assistant/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"multi-agent-analytics-assistant","description":"Local multi-agent analytics assistant built with CrewAI hierarchical delegation, Ollama, and a FastMCP server. 25 tools, Streamlit UI, no cloud APIs.","source":"GITHUB_REPOS","sourceId":"crewai:1305311890","repository":"https://github.com/s-square7/multi-agent-analytics-assistant","documentation":"https://www.xpersona.co/skill/crewai-s-square7-multi-agent-analytics-assistant/agent/crewai-s-square7-multi-agent-analytics-assistant","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/s-square7/multi-agent-analytics-assistant.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"User\n └─> Streamlit Chat UI (app.py)\n      └─> CrewAI Hierarchical Crew\n           └─> Supervisor Agent  (classify · plan · summarize · validate · context)\n                ├─> Data Analyst Agent    (profile · KPIs · dashboard · SQL · insights)\n                └─> Data Scientist Agent  (problem type · features · metrics · pipeline)\n                     └─> Function Tools  +  Local MCP Server (FastMCP, 10 tools)\n                          └─> Ollama (llama3.2:3b) — fully local inference"},{"kind":"example","language":"text","snippet":"multi-agent-analytics-assistant/\n├── app.py                       # Streamlit UI + crew assembly\n├── mcp_integration.py           # MCP adapter bridge + per-agent tool routing\n├── requirements.txt\n├── Dockerfile / docker-compose.yml\n├── .env.example\n├── config/\n│   ├── agents.yaml              # agent roles, goals, backstories, limits\n│   └── tasks.yaml               # task templates\n├── agents/                      # supervisor / analyst / scientist builders\n├── function_tools/              # 15 local function tools (5 per agent)\n├── mcp_server/\n│   ├── server.py                # FastMCP server (10 tools)\n│   ├── tools/                   # tool implementations + safety layer\n│   └── sample_data/             # events / transactions / customers CSVs\n├── tests/                       # pytest suite (31 tests)\n├── docs/\n│   ├── architecture.md          # system design\n│   ├── mcp_tool_catalog.md      # MCP tool reference\n│   ├── project_brief.md         # assignment brief → implementation mapping\n│   └── demo_script.md           # walkthrough for the demo/viva\n├── assets/screenshots/          # UI screenshots\n└── .github/workflows/tests.yml  # CI"}]}}