io.github.gabrielmahia/nyumba-mcp
PYPI · NYUMBA-MCP
Kenya housing guides: rents, tenant rights, permits, affordable housing, mortgage estimate.
Available components
Last scanned (15 hours ago)
Scores higher than 80% of PyPI servers
Category Documents and Files
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 Security50
- Malware scan not yet available for this package.Unverified
- 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/nyumba-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 Usability70
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 836 tokens (~167/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 Management100
- No destabilizing schema changes in the last 30 days.Pass
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 −15
- Malware scan: pass → unverified ▼ security
- 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
- 30 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 29 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- 25 Oct 26 0
- Package version: 0.1.6 → 0.1.8 functional
- 24 Oct 26 +16
- Malware scan: unverified → pass ▲ security
- Stability: 0.97 → pass security
- 23 Oct 26 −16
- Malware scan: pass → unverified ▼ security
- Stability: pass → 0.97 functional
- Package version: 0.1.7 → 0.1.8 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/nyumba-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/nyumba-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/gabrielmahia/nyumba-mcp/.github/workflows/publish.yml@refs/tags/v0.1.9 |
| Rekor log index | 3641826905 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:2a07adb423ed46e49b10cadaf96e527e0f9d9a7eaf06dcb000c77a566c81208c |
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 →
affordable_housing_guide Affordable Housing Guide ~159
Kenya's affordable housing programmes (Boma Yangu, social housing and others) with how to register and what each offers, plus mortgage refinance context. Use when someone asks how to access subsidised or affordable housing. county and income_range are only echoed back; the same programmes are returned for everyone. Returns the source label, the programmes and a mortgage note. Static summary labelled DEMO: eligibility and prices change. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| county | – | – | Kenya county e.g. 'Nairobi', 'Kiambu'. Leave empty for national programmes. |
| income_range | – | – | Monthly income bracket e.g. 'under_15000', '15000_30000', '30000_50000' in KES. |
Structured output declared, but exposes no named fields.
No examples provided.
building_permit_guide Building Permit Guide ~137
Steps to get a building permit in Kenya: architect, county approvals, NCA registration, inspections and occupation certificate, with an indicative fee range and penalties. Use when someone plans to build. county and project_type are only echoed back; the steps are the same everywhere. Returns the source label, the echoed inputs, numbered steps, fees_estimate, NCA details and a penalty note. Indicative figures labelled DEMO: county fees and rules differ. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | yes | County name; only echoed back. |
| project_type | – | – | Project type such as residential; only echoed back. |
Structured output declared, but exposes no named fields.
No examples provided.
housing_finance_guide Housing Finance Guide ~243
Estimate the largest mortgage a monthly income could support and list Kenyan housing finance options. Use when someone asks how much they could borrow for a home. The estimate treats 40% of income as the monthly repayment and amortises it over 20 years at an assumed 13% a year (the middle of the 12-14% commercial range; assumed_rate_pct says so), so a KES 50,000 income supports about KES 1.7 million, not the KES 4.8 million a simple income x 0.4 x 240 would give. property_value_kes is accepted but does not change the result; zero or negative income returns an error. Returns the source label, monthly_income, the mortgage estimate with assumptions, lender types and tips. Indicative and labelled DEMO: lenders also test deposits and credit history, so ask for a quote. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| income_kes_monthly | – | – | Gross monthly income in KES (default 50000); must be above zero. |
| property_value_kes | – | – | Optional filter for property value kes. Pass None to return all results. |
Structured output declared, but exposes no named fields.
No examples provided.
rental_market_guide Rental Market Guide ~159
Indicative monthly rent ranges in KES by county, number of bedrooms and area type (suburb or estate), with rental platforms. Use when someone asks roughly what a place costs to rent. Only some counties and bedroom counts are in the sample table; anything else returns 'Not in sample' for estimated_rent_kes rather than a guess. Returns the source label, the inputs, estimated_rent_kes, platforms and a tip. Prices labelled DEMO and indicative for Q2 2026: check current listings. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| area_type | – | – | suburb (default) or estate. |
| bedrooms | – | – | Number of bedrooms (default 1). |
| county | string | yes | County name such as Nairobi. |
Structured output declared, but exposes no named fields.
No examples provided.
tenant_rights_guide Tenant Rights Guide ~121
Tenant rights in Kenya: eviction notice, deposits, rent increases, repairs and related topics, with the governing law. Use when a tenant asks what a landlord may or may not do. Keywords in topic select entries; if none match, ALL rights are returned. Returns the source label, topic, rights and a not-legal-advice disclaimer. Static summary labelled DEMO: verify with an advocate or the Rent Restriction Tribunal. Read-only; no side effects.
| Name | Type | Req | Description |
|---|---|---|---|
| topic | string | yes | Topic such as eviction, deposit or rent_increase. |
Structured output declared, but exposes no named fields.
No examples provided.
How do I install the io.github.gabrielmahia/nyumba-mcp server?
io.github.gabrielmahia/nyumba-mcp runs locally as a PyPI package, launched with uvx nyumba-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 · nyumba-mcp
claude mcp add gabrielmahia-nyumba-mcp -- uvx nyumba-mcp
What is the io.github.gabrielmahia/nyumba-mcp server?
io.github.gabrielmahia/nyumba-mcp is listed in the public MCP registry as io.github.gabrielmahia/nyumba-mcp. Kenya housing guides: rents, tenant rights, permits, affordable housing, mortgage estimate. This page covers its PyPI package (nyumba-mcp).
Is the io.github.gabrielmahia/nyumba-mcp server safe to use?
io.github.gabrielmahia/nyumba-mcp scores 80 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/nyumba-mcp server expose?
io.github.gabrielmahia/nyumba-mcp exposes 5 tools: rental_market_guide, tenant_rights_guide, building_permit_guide, affordable_housing_guide, housing_finance_guide. Their descriptions and schemas cost roughly 819 tokens of context every time the server is loaded.
Is the io.github.gabrielmahia/nyumba-mcp server still maintained?
io.github.gabrielmahia/nyumba-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/nyumba-mcp server under?
io.github.gabrielmahia/nyumba-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.