io.github.gabrielmahia/sifa-mcp
PYPI · SIFA-MCP
Demo portable reputation and skills passport; in-memory profiles, nothing verified or stored.
Available components
Last scanned (17 hours ago)
Scores higher than 73% of PyPI servers
Category CRM and Sales
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/sifa-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 Usability74
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 973 tokens (~162/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 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 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
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.
- 3 Nov 26 −4
- Stability: pass → 0.67 functional
- 2 Nov 26 0
- Package version: 0.1.8 → 0.1.9 functional
- 30 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- 29 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 28 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- Stability: 0.97 → pass security
- 27 Oct 26 0
- Stability: pass → 0.97 functional
- 25 Oct 26 0
- Package version: 0.1.4 → 0.1.8 functional
- 24 Oct 26 +15
- Malware scan: unverified → 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 4 Nov 2026 · Analysed pypi/sifa-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/sifa-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/gabrielmahia/sifa-mcp/.github/workflows/publish.yml@refs/tags/v0.1.9 |
| Rekor log index | 3646790654 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:8cb797151b503d4fd2cd502b70889babb484b408b839c0284f1d65742eb47cd4 |
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 →
add_service_record Add Service Record ~226
Add a completed job to a worker's DEMONSTRATION profile: client, service type, duration, payment, a 1-5 rating and notes. Use when a job has been completed and you want to build the demo reputation. Records the entry in memory only; an unknown profile_id returns NOT_FOUND. Returns the updated record status and trust signals. Nothing is verified and nothing persists after a restart. Side effect: adds a service record to the in-memory profile.
| Name | Type | Req | Description |
|---|---|---|---|
| client_name | string | yes | Client name (or business name) |
| client_phone | string | yes | Client M-PESA number (for verification anchor) |
| client_rating | integer | yes | Client rating 1-5 stars |
| duration_days | integer | yes | Duration of the job in days |
| notes | string | – | Brief description of work done |
| payment_kes | integer | yes | Amount paid in KES (0 if unpaid/pro bono) |
| profile_id | string | yes | Worker profile ID (SFA-XXXXXXXXXXXX format) |
| service_type | string | yes | Type of service performed |
Structured output declared, but exposes no named fields.
No examples provided.
compare_workers Compare Workers ~118
Rank DEMONSTRATION worker profiles by a synthetic trust score for a required skill. Use when choosing between several profiles for a job. profile_ids lists the profiles; unknown IDs are skipped and an empty ranking has no recommendation. Returns the required skill, the ranked workers, a recommendation or null and a note that the ranking rests on synthetic scores. Not a real assessment of any person. Read-only.
| Name | Type | Req | Description |
|---|---|---|---|
| profile_ids | string | yes | Comma-separated list of profile IDs to compare |
| required_skill | string | – | Skill required for the job |
Structured output declared, but exposes no named fields.
No examples provided.
create_worker_profile Create Worker Profile ~244
Create a DEMONSTRATION skills and reputation profile for an informal-sector worker, with a deterministic profile ID derived from the name and phone. Use when you want to show how portable reputation could work. Records the profile in memory only: it is lost when the server restarts, nothing is verified, and the phone is masked in the output. Do not enter real people's details. Returns status, the profile_id and a profile summary. Side effect: adds a profile to the in-memory store.
| Name | Type | Req | Description |
|---|---|---|---|
| full_name | string | yes | Worker's full name |
| languages | string | – | Languages spoken (e.g., 'Swahili,English,Kikuyu') |
| location | string | yes | Current base location (town or county) |
| phone | string | yes | M-PESA phone number (used as identity anchor, not stored in plain text) |
| primary_skill | string | yes | Primary skill category (see skill_categories tool) |
| sub_skills | string | yes | Comma-separated list of specific skills (e.g., 'masonry,tiling,plastering') |
| years_experience | integer | yes | Years of experience in primary skill (0-40) |
Structured output declared, but exposes no named fields.
No examples provided.
generate_reference Generate Reference ~116
Generate a DEMONSTRATION reference statement for a worker from their in-memory profile, for a stated purpose. Use when a worker needs a sample reference. An unknown profile_id returns NOT_FOUND. Returns status and the reference text. Not a verified reference: nothing is checked and it should not be relied on for hiring or lending decisions. Read-only.
| Name | Type | Req | Description |
|---|---|---|---|
| profile_id | string | yes | Worker profile ID |
| reference_purpose | string | – | Purpose: job_application, loan_application, tenancy, SACCO_membership, NGO_programme |
Structured output declared, but exposes no named fields.
No examples provided.
get_reputation_profile Get Reputation Profile ~125
Show a worker's DEMONSTRATION reputation: skills, service history summary and a synthetic trust score built from job volume, average rating, verified jobs and tenure. Use when asked how a worker's track record looks. An unknown profile_id returns NOT_FOUND. Returns status and the profile with the score. The score is a heuristic on synthetic data, not a real assessment of a person. Read-only.
| Name | Type | Req | Description |
|---|---|---|---|
| profile_id | string | yes | Worker profile ID to retrieve |
| requester_context | string | – | Who is requesting (employer, SACCO, bank, NGO) |
Structured output declared, but exposes no named fields.
No examples provided.
list_skill_categories List Skill Categories ~61
List the skill categories and example skills used for worker profiles (construction, domestic work, transport, and others). Use first, to choose valid values for a profile's primary skill. Takes no arguments. Returns status and the categories with their skills. Read-only.
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
How do I install the io.github.gabrielmahia/sifa-mcp server?
io.github.gabrielmahia/sifa-mcp runs locally as a PyPI package, launched with uvx sifa-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 · sifa-mcp
claude mcp add gabrielmahia-sifa-mcp -- uvx sifa-mcp
What is the io.github.gabrielmahia/sifa-mcp server?
io.github.gabrielmahia/sifa-mcp is listed in the public MCP registry as io.github.gabrielmahia/sifa-mcp. Demo portable reputation and skills passport; in-memory profiles, nothing verified or stored. This page covers its PyPI package (sifa-mcp).
Is the io.github.gabrielmahia/sifa-mcp server safe to use?
io.github.gabrielmahia/sifa-mcp scores 76 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/sifa-mcp server expose?
io.github.gabrielmahia/sifa-mcp exposes 6 tools: create_worker_profile, add_service_record, get_reputation_profile, generate_reference, list_skill_categories, compare_workers. Their descriptions and schemas cost roughly 890 tokens of context every time the server is loaded.
Is the io.github.gabrielmahia/sifa-mcp server still maintained?
io.github.gabrielmahia/sifa-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/sifa-mcp server under?
io.github.gabrielmahia/sifa-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.