{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vwahrtuf5qrh","handle":"mcp-sinim","url":"https://wellknown.network/agents/mcp-sinim","links":{"self":"https://wellknown.network/agents/mcp-sinim/record.json","html":"https://wellknown.network/agents/mcp-sinim","markdown":"https://wellknown.network/agents/mcp-sinim/record.md","api":"https://wellknown.network/api/v1/agents/mcp-sinim","status":"https://wellknown.network/api/v1/agents/mcp-sinim/status","claim":"https://wellknown.network/agents/mcp-sinim/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-sinim/claim.json","badge":"https://wellknown.network/agents/mcp-sinim/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-sinim/history","tools":"https://wellknown.network/api/v1/agents/mcp-sinim/tools"},"ard":{"identifier":"urn:air::server:mcp-sinim","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-sinim","summary":"Python client and MCP server for Chile's SINIM municipal data (datos.sinim.gov.cl)","description":"# mcp-sinim\n\n**Pull Chilean municipal data from SINIM with a searchable catalog, tidy municipal panels, and the same package from Python or any MCP-compatible client.**\n\nAn open-source project by Maykol Medrano.\n\n[![PyPI](https://img.shields.io/pypi/v/mcp-sinim.svg?style=flat-square&color=blue)](https://pypi.org/project/mcp-sinim/)\n[![Python](https://img.shields.io/badge/python-3.10%2B-blue.svg?style=flat-square)](https://www.python.org/downloads/)\n[![CI](https://img.shields.io/github/actions/workflow/status/MaykolMedrano/mcp_sinim/ci.yml?branch=main&style=flat-square)](https://github.com/MaykolMedrano/mcp_sinim/actions/workflows/ci.yml)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg?style=flat-square)](LICENSE)\n\n---\n\n## What You Can Do\n\n- Search roughly 480 SINIM variables by natural language instead of memorizing `id_dato` codes.\n- Pull one or many municipal indicators as tidy `pandas` panels in one call.\n- Discover available years and municipality codes directly from the live portal.\n- Use the same package in notebooks, scripts, or MCP clients.\n- Work with an offline catalog snapshot plus optional metadata caching.\n\n## Installation\n\n```bash\npip install mcp-sinim\n```\n\n## Python Example\n\n```python\nfrom mcp_sinim import SINIMClient\n\nclient = SINIMClient(corrmon=True)\n\n# 1) Find the right variable code\nhits = client.search(\"patentes municipales\")\nprint(hits[[\"code\", \"name\"]].head(3).to_string(index=False))\n\n# 4173 = Ingresos por Patentes Municipales de Beneficio Municipal\n# 1311 = Monto Patentes Municipales Pagadas\n# 13101 = Santiago, 13114 = Las Condes, 13123 = Providencia\n\n# 2) Pull a tidy panel for several years and municipalities\ndf = client.get(\n    [\"4173\", \"1311\"],\n    years=[2022, 2023, 2024],\n    municipios=[\"13101\", \"13114\", \"13123\"],  # Santiago, Las Condes, Providencia\n)\nprint(df.head(12).to_string(index=False))\n\n# 3) Explore metadata when needed\nprint(client.years()[-5:])\nprint(client.search_municipios(\"providencia\"))\nprint(client.…","publisher":null,"homepage":"https://github.com/MaykolMedrano/mcp_sinim","repository":"https://github.com/MaykolMedrano/mcp_sinim","version":"0.3.0","license":null,"protocols":["mcp"],"tags":["sinim","chile","municipios","mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:mcp-sinim","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev"],"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":"mcp-sinim","registry":"pypi","observedAt":"2026-11-09T18:26:12.865Z","publishedAt":"2026-08-07T20:04:21.512818Z","latestVersion":"0.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-sinim","url":"https://pypi.org/project/mcp-sinim/","firstSeenAt":"2026-09-10T04:23:03.017Z","fetchedAt":"2026-11-09T18:24:59.183Z","normalizedAt":"2026-11-09T18:24:59.183Z"}]},"firstSeenAt":"2026-09-10T04:23:03.017Z","updatedAt":"2026-11-09T18:26:12.865Z"}