io.github.gabrielmahia/bima-mcp
PYPI · BIMA-MCP · SCANNED SEP 20
🛡️ bima-mcp — Kenya Insurance Intelligence MCP Server
Available components
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 native-build step with no shell scripting around it. View diagnostics → Pass
- 1 of 15 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 63 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability74
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 778 tokens (~129/item across 6 items; 6 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 Management83
- Stability observed for 25 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 6 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 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
How do I install the io.github.gabrielmahia/bima-mcp server?
io.github.gabrielmahia/bima-mcp runs locally as a PyPI package, launched with uvx bima-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 · bima-mcp
claude mcp add gabrielmahia-bima-mcp -- uvx bima-mcp
{
"mcpServers": {
"gabrielmahia-bima-mcp": {
"command": "uvx",
"args": [
"bima-mcp"
]
}
}
} {
"servers": {
"gabrielmahia-bima-mcp": {
"command": "uvx",
"args": [
"bima-mcp"
]
}
}
} codex mcp add gabrielmahia-bima-mcp -- uvx bima-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"gabrielmahia-bima-mcp": {
"type": "local",
"command": [
"uvx",
"bima-mcp"
],
"enabled": true
}
}
} openclaw mcp add gabrielmahia-bima-mcp --command uvx --arg bima-mcp
mcp_servers:
gabrielmahia-bima-mcp:
command: "uvx"
args: ["bima-mcp"] {
"McpServers": {
"gabrielmahia-bima-mcp": {
"Transport": "stdio",
"Command": "uvx",
"Arguments": [
"bima-mcp"
]
}
}
} assistant mcp add gabrielmahia-bima-mcp -t stdio -c uvx -a bima-mcp
{
"mcpServers": {
"gabrielmahia-bima-mcp": {
"command": "uvx",
"args": [
"bima-mcp"
]
}
}
} 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.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 80 to 83. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Sept 26 −3
- Stability: pass → 0.80 functional
- 18 Sept 26 0
- Stability: 0.97 → pass security
- 17 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 15 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 80 to 83. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.
- 12 Sept 26 −3
- Stability: pass → 0.80 functional
- 11 Sept 26 0
- Stability: 0.97 → pass security
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 20 Sept 2026 · Analysed pypi/bima-mcp@0.1.3
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
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 →
community_pool_calculator Community Pool Calculator ~123
Calculate parameters for a community group (chama) pooled insurance arrangement. Western parallel: Fraternal benefit societies, mutual insurance companies, credit unions with insurance. Kenya parallel: Chama savings groups can formalize as Micro Insurance Groups under IRA. DEMO educational tool — not a licensed insurance product.
| Name | Type | Req | Description |
|---|---|---|---|
| coverage_goal | string | – | Coverage goal: hospitalization, funeral, crop_loss, education |
| group_size | integer | yes | Number of chama members (5–200) |
| monthly_contribution_kes | integer | yes | Monthly contribution per member in KES |
Structured output declared, but exposes no named fields.
No examples provided.
compare_microinsurance Compare Microinsurance ~107
Compare available microinsurance options for low-income Kenyans. Western parallel: Insurtech comparison platforms (Policygenius, The Zebra, NerdWallet Insurance). East Africa context: 67% of Kenyans cannot afford conventional insurance premiums. DEMO data — verify products at ira.go.ke.
| Name | Type | Req | Description |
|---|---|---|---|
| max_monthly_budget_kes | integer | – | Maximum monthly premium budget in KES |
| target_group | string | – | Target group: informal_worker, farmer, student, elderly, refugee |
Structured output declared, but exposes no named fields.
No examples provided.
kenya_insurance_products Kenya Insurance Products ~61
List Kenya insurance product categories and representative products. Returns DEMO synthetic data for educational/research purposes. Not real insurance products or binding quotes.
| Name | Type | Req | Description |
|---|---|---|---|
| product_type | string | – | Filter by type: health, life, crop, device, or 'all' |
Structured output declared, but exposes no named fields.
No examples provided.
nhif_coverage_query Nhif Coverage Query ~112
Query NHIF (National Hospital Insurance Fund) coverage details by hospital tier and procedure. NHIF is Kenya's state health insurer, analogous to Medicare in the US or NHS in the UK. DEMO data — verify at nhif.or.ke.
| Name | Type | Req | Description |
|---|---|---|---|
| procedure_type | string | – | Procedure type: inpatient, outpatient, maternity, renal, cancer, mental_health |
| tier | string | – | Hospital tier: level_2, level_3, level_4, level_5, level_6 |
Structured output declared, but exposes no named fields.
No examples provided.
parametric_crop_risk Parametric Crop Risk ~158
Calculate parametric crop insurance risk for a Kenya smallholder farmer. Based on ACRE Africa methodology: NDVI satellite index + NDMA drought history. Western parallel: Root Insurance telematic scoring, Skywatch EasyCrop satellite insurance. DEMO data — actual payouts require enrollment with a licensed insurer.
| Name | Type | Req | Description |
|---|---|---|---|
| acreage | number | yes | Farm size in acres |
| county | string | yes | Kenya county name (e.g., Nakuru, Turkana, Machakos) |
| crop | string | yes | Crop type: maize, beans, potatoes, wheat, sorghum, millet, cassava, tea, coffee |
| season | string | – | Farming season: long_rains (Mar-May) or short_rains (Oct-Dec) |
Structured output declared, but exposes no named fields.
No examples provided.
premium_estimate Premium Estimate ~137
Estimate monthly insurance premium for a Kenya individual. Covers health, life, crop, and device insurance types. Western parallel: Online insurance quote engines (Policygenius, Lemonade). DEMO estimation — not a binding quote.
| Name | Type | Req | Description |
|---|---|---|---|
| acreage | number | – | Farm acreage (crop insurance only) |
| age | integer | yes | Age in years (18–65) |
| county | string | – | Kenya county of residence |
| crop | string | – | Crop type (crop insurance only) |
| insurance_type | string | yes | Type: health, life, crop, device |
| monthly_income_kes | integer | yes | Monthly income in KES |
Structured output declared, but exposes no named fields.
No examples provided.
What is the io.github.gabrielmahia/bima-mcp server?
io.github.gabrielmahia/bima-mcp is listed in the public MCP registry as io.github.gabrielmahia/bima-mcp. 🛡️ bima-mcp, Kenya Insurance Intelligence MCP Server. This page covers its PyPI package (bima-mcp).
Is the io.github.gabrielmahia/bima-mcp server safe to use?
io.github.gabrielmahia/bima-mcp scores 83 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. 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/bima-mcp server expose?
io.github.gabrielmahia/bima-mcp exposes 6 tools: kenya_insurance_products, nhif_coverage_query, premium_estimate, parametric_crop_risk, compare_microinsurance, community_pool_calculator. Their descriptions and schemas cost roughly 698 tokens of context every time the server is loaded.
Is the io.github.gabrielmahia/bima-mcp server still maintained?
io.github.gabrielmahia/bima-mcp is still listed as active in the MCP registry. We last reached this channel on 20 September 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/bima-mcp server under?
io.github.gabrielmahia/bima-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.