ardhi-mcp

README.md

# ardhi-mcp
<!-- mcp-name: io.github.gabrielmahia/ardhi-mcp -->

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---
**Compatible with `claude-sonnet-5`** (released 2026-06-30) — Anthropic's most agentic
Sonnet yet. Runs multi-step tool chains end-to-end without stopping short.
Install: `pip install ardhi-mcp` · Use with any MCP client.

---

MCP server for Kenya land administration — title search, land rates, subdivision process, land disputes, and National Land Commission guidance. 5 tools.

## Part of the East Africa Coordination Stack

This MCP server is one of 32 tools in the Kenya coordination infrastructure.
Connect it to [`africa-coord-bus`](https://github.com/gabrielmahia/africa-coord-bus) —
the coordination event bus that routes signals between domains automatically.

```bash
pip install africa-coord-bus
```

All 32 servers: [pypi.org/user/gmahia](https://pypi.org/user/gmahia/)
Live demo: [coord-cascade-demo](https://github.com/gabrielmahia/coord-cascade-demo)

## IP & Collaboration

MIT 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).

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## Part of the East Africa coordination stack

- **Install & run:** `pip install reli-cli && reli list` — 33 MCP servers on the [official MCP Registry](https://registry.modelcontextprotocol.io) under `io.github.gabrielmahia`
- **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)
- **Coordinate across servers:** [africa-coord-bus](https://pypi.org/project/africa-coord-bus/) — offline-first event bus with a built-in Kenya routing table
- **Datasets:** [huggingface.co/gmahia](https://huggingface.co/gmahia) · **Docs hub:** [nairobi-stack](https://github.com/gabrielmahia/nairobi-stack)

Model-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.
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Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3/5.0

Scored 2026-07-19 20:03 across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of confusion between tools. The single tool is clearly distinguishable.

Naming Consistency5/5

There is only one tool, so naming conventions are trivially consistent. The name 'subdivision_process' follows a clear noun_noun pattern.

Tool Count2/5

A single tool for a land subdivision process is too few, even for a demo. The server's scope likely requires multiple tools for a complete workflow, but only one is provided, making it feel incomplete.

Completeness1/5

The tool set is severely incomplete. A land subdivision application process typically involves multiple steps and operations (e.g., submitting documents, checking status, approvals), but only one tool covering a vague 'process' is provided, leaving obvious gaps.

Maintenance

ActivitySlowing

ResponsivenessNo issues

Resources

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