{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_byvrc5suqmva","handle":"niro-mcp-server","url":"https://wellknown.network/agents/niro-mcp-server","links":{"self":"https://wellknown.network/agents/niro-mcp-server/record.json","html":"https://wellknown.network/agents/niro-mcp-server","markdown":"https://wellknown.network/agents/niro-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/niro-mcp-server","status":"https://wellknown.network/api/v1/agents/niro-mcp-server/status","claim":"https://wellknown.network/agents/niro-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/niro-mcp-server/claim.json","badge":"https://wellknown.network/agents/niro-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:niro-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"niro-mcp-server","summary":"NIRO MCP Server — AU-SG Retail BI domain intelligence as MCP tools","description":"# niro-mcp-server\n\nAn MCP (Model Context Protocol) server that exposes AU-SG Retail BI domain intelligence as tools for Kiro and other MCP-compatible AI clients.\n\n## What It Does\n\nNIRO MCP Server acts as a virtual BIE — it knows your metrics, dashboards, data lineage, and team conventions. Install it once and any MCP client (Kiro, Claude Desktop, etc.) can:\n\n- **Look up metrics** — definitions, formulas, source tables, ETL jobs, aliases\n- **Classify intent** — determine if a request is a CHANGE, STATUS, or DATA query\n- **Triage requests** — find duplicates, suggest assignees, recommend actions\n- **Generate proposals** — structured solution proposals with draft SQL and effort estimates\n- **Trace lineage** — upstream/downstream data flow from any table, ETL, or dashboard\n- **Assess impact** — what breaks if a source table or ETL changes\n- **Check freshness** — expected refresh schedules and acceptable lag\n- **Detect deprecation** — find deprecated sources and their replacements\n- **Search domain knowledge** — full-text search across all BI knowledge\n- **Create SIM tickets** — file new requests in the AU-Retail-BI resolver group\n- **Synthesize status** — unified view of SIM tickets, ETL health, and sprint progress\n\n## Installation\n\n```bash\npip install niro-mcp-server\n```\n\nOr run without installing (requires [uv](https://docs.astral.sh/uv/)):\n\n```bash\nuvx niro-mcp-server\n```\n\n## Configuration for Kiro\n\nAdd to your `.kiro/settings/mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"niro\": {\n      \"command\": \"niro-mcp-server\",\n      \"env\": {\"FASTMCP_LOG_LEVEL\": \"ERROR\"},\n      \"autoApprove\": [\n        \"niro_lookup_metric\",\n        \"niro_classify_intent\",\n        \"niro_find_similar\",\n        \"niro_trace_lineage\",\n        \"niro_impact_analysis\",\n        \"niro_check_freshness\",\n        \"niro_check_deprecation\",\n        \"niro_domain_search\",\n        \"niro_synthesize_status\"\n      ]\n    }\n  }\n}\n```\n\nOr use `uvx` for zero-install:\n\n```json\n{\n  \"mcpServers\": {\n    \"niro\": {\n      \"com…","publisher":{"name":"AU-SG Retail BI Team","url":null},"homepage":"https://github.com/au-sg-retail-bi/niro-mcp-server#readme","repository":"https://github.com/au-sg-retail-bi/niro-mcp-server#readme","version":"1.0.0","license":"MIT","protocols":["mcp"],"tags":["bi","dashboard","mcp","metrics","niro","quicksight","redshift","retail","triage"],"pricing":null,"endpoints":[{"url":"pypi:niro-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.733,"provenance":"derived"}],"categories":["analytics","data"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"niro-mcp-server","registry":"pypi","observedAt":"2026-09-10T08:27:20.479Z","publishedAt":"2026-05-22T01:42:20.165112Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"niro-mcp-server","url":"https://pypi.org/project/niro-mcp-server/","firstSeenAt":"2026-09-10T08:25:17.550Z","fetchedAt":"2026-09-10T08:25:17.550Z","normalizedAt":"2026-09-10T08:25:17.550Z"}]},"firstSeenAt":"2026-09-10T08:25:17.550Z","updatedAt":"2026-09-10T08:27:20.479Z"}