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⭐ sifa-mcp — Portable Reputation & Skills Passport MCP Server
⭐ sifa-mcp — Portable Reputation & Skills Passport MCP Server
This is a well-intentioned reputation/skills passport MCP server with clean architecture and proper documentation. The codebase demonstrates good security practices for its purpose: no hardcoded credentials, proper input validation, in-memory demo data storage, and clear warnings about production limitations. Minor code quality observations around error handling and input sanitization do not materially impact security. Permissions align appropriately with a developer tools MCP server. Supply chain analysis found 5 known vulnerabilities in dependencies (1 critical, 3 high severity). Package verification found 1 issue.
5 files analyzed · 11 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
This plugin requests these system permissions. Most are normal for its category.
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-gabrielmahia-sifa-mcp": {
"args": [
"sifa-mcp"
],
"command": "uvx"
}
}
}From the project's GitHub README.
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 sifa-mcp · Use with any MCP client.
Sifa = reputation/praise in Swahili.
Informal-sector workers build reputation with one buyer, one platform, one neighborhood at a time — and lose it the moment they switch. Nothing makes that reputation portable or agent-queryable.
In mature economies, reputation travels: Uber driver ratings, Yelp reviews, LinkedIn endorsements, contractor licence registries. A skilled plumber in Chicago can prove her track record to any homeowner in Los Angeles.
In Kenya, trust is tribal and local. A qualified mason in Mombasa cannot take her reputation to Nairobi. Economic mobility is throttled by the non-portability of professional identity.
Reputation portability is a coordination technology. Without it, hiring defaults to personal networks, which excludes the most talented people outside existing networks.
| Tool | What it does |
|---|---|
create_worker_profile | Create a portable reputation profile with skills, location, experience |
add_service_record | Log a completed job with client details and rating |
get_reputation_profile | Retrieve full profile with trust score for any requester type |
generate_reference | Generate a formatted professional reference letter |
list_skill_categories | Browse all NITA-aligned skill categories |
compare_workers | Rank multiple workers by trust score and skill match |
Scored 0–100 across four signals:
Tiers: NEW → BUILDING → ESTABLISHED → TRUSTED
pip install sifa-mcp # coming soon to PyPI
sifa-mcp # starts on stdio
# Create a mason's portable profile
create_worker_profile(
full_name="James Mwangi",
phone="0712345678",
primary_skill="construction",
sub_skills="masonry,tiling,plastering",
location="Nairobi",
years_experience=8
)
# → SFA-A3F2B19C4E1D
# Log a completed job
add_service_record(
profile_id="SFA-A3F2B19C4E1D",
client_name="ABC Contractors",
client_phone="0722000000",
service_type="Kitchen tiling",
duration_days=5,
payment_kes=15000,
client_rating=5
)
# Generate a reference for a new job application
generate_reference(profile_id="SFA-A3F2B19C4E1D", reference_purpose="job_application")
⚠️ DEMO — Production requires Huduma Number / NIIMS integration for identity verification.
© 2026 Gabriel Mahia / AI Kung Fu LLC · MIT License
This MCP server is one of 32 tools in the Kenya coordination infrastructure.
Connect it to africa-coord-bus —
the coordination event bus that routes signals between domains automatically.
pip install africa-coord-bus
All 32 servers: pypi.org/user/gmahia Live demo: coord-cascade-demo
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. Security reports: see SECURITY.md.
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