{
  "markdown": "# nishati-mcp\n\n## Why This Exists\n\nGetting connected to power in Kenya — or deciding between grid and off-grid solar — depends on tariff bands, connection procedures and subsidy programmes that are difficult to compare side by side. Energy access decisions are long-lived and expensive to reverse, so the comparison matters more than the brochure.\n\n## Install\n\n```bash\npip install nishati-mcp\n```\n\n## Tools (5)\n\n- **`kplc_connection_guide`** —   \n  <sub>args: county, connection_type</sub>\n- **`tariff_calculator`** —   \n  <sub>args: monthly_units_kwh, customer_type</sub>\n- **`solar_options_guide`** —   \n  <sub>args: budget_kes, use_case</sub>\n- **`energy_subsidy_programs`** —   \n  <sub>args: county</sub>\n- **`energy_rights_query`** —   \n  <sub>args: topic</sub>\n\n## Example\n\n```python\nfrom nishati_mcp.server import tariff_calculator\n\nresult = tariff_calculator(units_kwh=150)\n# band breakdown, levies, estimated bill\n```\n\n## Claude Desktop Integration\n\nAdd to `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"nishati-mcp\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"nishati_mcp.server\"]\n    }\n  }\n}\n```\n\n## Data & Disclaimers\n\nTariffs are set by EPRA and revised periodically. Treat calculations as indicative and confirm current rates with KPLC or epra.go.ke before relying on them.\n\nEvery tool response carries a `source` field. Responses labelled `DEMO` are\nillustrative reference data, not a live feed — verify against the authority\nnamed in the response before acting on it.\n\n## Part of the East Africa Coordination Stack\n\nThis MCP server is one of 32 tools in the Kenya coordination infrastructure.\nConnect it to [`africa-coord-bus`](https://github.com/gabrielmahia/africa-coord-bus) —\nthe coordination event bus that routes signals between domains automatically.\n\n```bash\npip install africa-coord-bus\n```\n\nAll 32 servers: [pypi.org/user/gmahia](https://pypi.org/user/gmahia/)\nLive demo: [coord-cascade-demo](https://github.com/gabrielmahia/coord-cascade-demo)\n\n## IP & Collaboration\n\nMIT licensed. Feedback via GitHub Issues only — pull requests are not accepted. Demo data is labeled DEMO and is not suitable for operational decisions. Full policy: [docs/architecture/IP_POLICY.md](docs/architecture/IP_POLICY.md). Security reports: see [SECURITY.md](SECURITY.md).\n\n<!-- interconnect:v1 -->\n## Part of the East Africa coordination stack\n\n- **Install & run:** `pip install reli-cli && reli list` — 33 MCP servers on the [official MCP Registry](https://registry.modelcontextprotocol.io) under `io.github.gabrielmahia`\n- **Evaluate any model on Swahili agent tasks:** [kipimo](https://github.com/gabrielmahia/kipimo) · [dataset](https://huggingface.co/datasets/gmahia/kipimo) · [leaderboard](https://huggingface.co/spaces/gmahia/kipimo-leaderboard)\n- **Coordinate across servers:** [africa-coord-bus](https://pypi.org/project/africa-coord-bus/) — offline-first event bus with a built-in Kenya routing table\n- **Datasets:** [huggingface.co/gmahia](https://huggingface.co/gmahia) · **Docs hub:** [nairobi-stack](https://github.com/gabrielmahia/nairobi-stack)\n\nModel-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.\n<!-- /interconnect:v1 -->\n",
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}