io.github.gabrielmahia/ardhi-mcp
PYPI · ARDHI-MCP
Kenya land guides: title search steps, land rates, subdivision, disputes and rights. Sample data.
Available components
Last scanned (19 hours ago)
Scores higher than 94% of PyPI servers
Category Maps and Location
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 15 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency100
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to gabrielmahia/ardhi-mcp). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 1 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability71
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 799 tokens (~159/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management70
- Stability observed for 21 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 −4
- Stability: pass → 0.70 functional
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- Package version: 0.1.8 → 0.1.9 functional
- 24 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 23 Oct 26 −14
- Malware scan: pass → unverified ▼ security
- Stability: 0.97 → pass security
- Package version: 0.1.7 → 0.1.8 functional
- 22 Oct 26 +25
- Malware scan: unverified → pass ▲ security
- Provenance: unverified → pass ▲ security
- The attested source repository moved: gabrielmahia/ardhi-mcp security
- Stability: pass → 0.97 functional
- 21 Oct 26 −26
- Provenance: pass → unverified ▼ security
- Malware scan: pass → unverified ▼ security
- The attested source repository moved: gabrielmahia/ardhi-mcp security
- Package version: 0.1.6 → 0.1.7 functional
- 18 Oct 26 +45
- Injection markers: unverified → pass ▲ security
- Stability: unverified → pass ▲ security
- Tool coverage: unverified → 100 ▲ functional
- MCP protocol: unverified → pass ▲ functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/ardhi-mcp@0.1.9
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | gabrielmahia/ardhi-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/gabrielmahia/ardhi-mcp/.github/workflows/publish.yml@refs/tags/v0.1.9 |
| Rekor log index | 3641841107 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:5474daa37ad619a759d41970574f1551f2180b61b747efc2644250b13aefc431 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | setuptools.build_meta |
Background: Why install scripts are a supply-chain risk →
Dependencies 15 packages
| Packages resolved | 15 |
|---|---|
| Stale | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
land_dispute_paths Land Dispute Paths ~157
Routes to resolve a land dispute in Kenya for boundary, ownership, eviction or informal-tenure disputes, with the offices to approach in order (surveyor, land adjudication, National Land Commission, the Environment and Land Court, legal aid). Use when someone describes a land dispute and asks where to go. dispute_type selects the pathway; county is an optional filter label. Returns the resolution_pathway plus NLC, ELC and legal-aid details and a not-legal-advice disclaimer. Static guide labelled DEMO: consult an advocate. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| county | – | – | Optional filter for county. Pass None to return all results. |
| dispute_type | string | yes | boundary, ownership, eviction or informal. |
Structured output declared, but exposes no named fields.
No examples provided.
land_rates_query Land Rates Query ~176
Indicative annual land rates in KES per square metre for a county and land use. Use when someone asks roughly what land rates they will pay. Only some counties are in the sample table; any other county gets a generic default and rate_basis says so. land_use of residential or commercial selects the rate; any other land use returns the residential rate. Returns the source label, county, land_use, rate_basis, rate_estimate, how to pay and a note that counties set rates annually. Indicative figures labelled DEMO: verify with the county lands office. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | yes | County name such as Nairobi or Mombasa; counties not in the sample table get a generic default. |
| land_use | – | – | residential (default) or commercial; anything else returns the residential rate. |
Structured output declared, but exposes no named fields.
No examples provided.
land_rights_query Land Rights Query ~127
Explain land rights in Kenya: ownership, community land, government land and adverse possession, with the legal basis. Use when someone asks what rights they have over land. Keywords in topic select entries; if none match it returns a pointer to the Land Act at kenyalaw.org. Returns the source label, topic, the rights and a not-legal-advice disclaimer. Static summary labelled DEMO: consult an advocate or the NLC. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| topic | string | yes | Rights topic such as ownership, community_land, government_land or adverse_possession. |
Structured output declared, but exposes no named fields.
No examples provided.
subdivision_process Subdivision Process ~144
Steps, typical fees and timeline to subdivide land in Kenya: survey, physical planning approval, documents, technical committee approval and new titles. Use when someone plans to subdivide a parcel. county and purpose are accepted but do not change the result. Returns the source label, numbered steps, typical fees (survey, physical planning, registration), a timeline of 3 to 12 months and a note on agricultural land consent. Indicative figures labelled DEMO: confirm with the county. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| county | – | – | Optional filter for county. Pass None to return all results. |
| purpose | – | – | Optional filter for purpose. Pass None to return all results. |
Structured output declared, but exposes no named fields.
No examples provided.
title_search_guide Title Search Guide ~182
Steps to run an official land title search in Kenya: the county land registry or ArdhiSasa, Form RL1, the fee, documents and what the result confirms. Use when someone is about to buy, sell or otherwise transact in land and needs to check the title first. county and parcel_number are only echoed back; the steps are the same everywhere. Returns the source label, county, parcel, numbered steps, documents needed, the ArdhiSasa portal and a reminder to search before any transaction. Static guide labelled DEMO: verify at lands.go.ke. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| county | – | – | Kenyan county where the land is registered, e.g. 'Kiambu', 'Nairobi'. |
| parcel_number | – | – | Land parcel or title deed number, e.g. 'KIAMBU/TOWNSHIP/1234'. |
Structured output declared, but exposes no named fields.
No examples provided.
How do I install the io.github.gabrielmahia/ardhi-mcp server?
io.github.gabrielmahia/ardhi-mcp runs locally as a PyPI package, launched with uvx ardhi-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · ardhi-mcp
claude mcp add gabrielmahia-ardhi-mcp -- uvx ardhi-mcp
What is the io.github.gabrielmahia/ardhi-mcp server?
io.github.gabrielmahia/ardhi-mcp is listed in the public MCP registry as io.github.gabrielmahia/ardhi-mcp. Kenya land guides: title search steps, land rates, subdivision, disputes and rights. Sample data. This page covers its PyPI package (ardhi-mcp).
Is the io.github.gabrielmahia/ardhi-mcp server safe to use?
io.github.gabrielmahia/ardhi-mcp scores 91 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.gabrielmahia/ardhi-mcp server expose?
io.github.gabrielmahia/ardhi-mcp exposes 5 tools: title_search_guide, land_rates_query, subdivision_process, land_dispute_paths, land_rights_query. Their descriptions and schemas cost roughly 786 tokens of context every time the server is loaded.
Is the io.github.gabrielmahia/ardhi-mcp server still maintained?
io.github.gabrielmahia/ardhi-mcp is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.gabrielmahia/ardhi-mcp server under?
io.github.gabrielmahia/ardhi-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.