io.github.CSOAI-ORG/bias-detection-mcp
AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...
Open source Open in the app JSON README (API)
About
AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...
Details
- Kind
- MCP servers
- Topic
- No topic detected
- Publisher
- csoai-org
- Origin
- official
- Category
- ferramentas
- Transport
- local
- Version
- 1.2.8
- Open pull requests
- 2
- Last push
- 2026-09-04T12:36:10Z
- Repository state
- ativo
- Language
- Python
- License
- MIT
- Added
- 2026-08-29 03:01:45
- Updated
- 2026-08-29 03:01:45
- Origin id
io.github.CSOAI-ORG/bias-detection-mcp
README
[](https://proofof.ai/scorecard/bias-detection-mcp.html)
# Bias Detection MCP
[](https://meok.ai)
[](https://councilof.ai/api/gspc)
[](LICENSE)
[](https://pypi.org/project/bias_detection_mcp/)
> AI bias detection + fairness assessment MCP
AI bias detection + fairness assessment MCP. Required by EU AI Act Article 10 + NYC Local Law 144. MIT
---
## 🚀 Quick Start
```bash
# Install via pip
pip install bias_detection_mcp
# Or install via Smithery
npx -y @smithery/cli@latest install bias-detection-mcp --client claude
```
## ✨ Features
- MCP protocol compliant
- Easy installation
- Well-documented API
- Production-ready
- Active maintenance
## 📖 Documentation
- [Full Documentation](https://docs.meok.ai/bias-detection-mcp)
- [API Reference](https://meok-attestation-api.vercel.app)
- [EU AI Act Compliance Guide](https://councilof.ai)
## 🛡️ Compliance
This MCP server is built with **EU AI Act compliance** built-in:
- ✅ Article 9 — Risk Management System
- ✅ Article 13 — Transparency & Instructions for Use
- ✅ Article 15 — Bias Detection & Testing
- ✅ Article 26 — FRIA Support (where applicable)
- ✅ Article 50 — AI Content Watermarking (where applicable)
Need help getting compliant? **[Book a free 15-min diagnostic →](mailto:nicholas@meok.ai?subject=Compliance%20diagnostic)**
## 🏢 Enterprise
Need custom development, SLA guarantees, or white-label deployment?
- **Pro:** £79/mo — Full MCP suite + EU AI Act tracking
- **Enterprise:** £499/mo — Custom dev + SLA + Dedicated support
[View Pricing →](https://councilof.ai/payg) | [Contact Sales →](mailto:sales@meok.ai)
## 🤝 Part of the MEOK Ecosystem
This server is part of the **[MEOK AI Labs](https://meok.ai)** ecosystem — 26 PyPI packages · ~16,300 monthly installs.
| Domain | Purpose |
|--------|---------|
| [councilof.ai](https://councilof.ai) | EU AI Act compliance marketplace |
| [safetyof.ai](https://safetyof.ai) | AI safety & monitoring |
| [meok.ai](https://meok.ai) | Sovereign AI platform |
| [cobolbridge.ai](https://cobolbridge.ai) | Legacy modernization |
## 📜 License
MIT © [CSOAI-ORG](https://github.com/CSOAI-ORG)
---
Full catalogue + Anthropic Registry verify links: [meok.ai/anthropic-registry](https://meok.ai/anthropic-registry)
## Protocol coverage + Universal PAYG
This MCP is part of MEOK's 47-MCP fleet that bridges every active agent-interop protocol
and 30+ regulatory frameworks. See the full coverage matrix at [meok.ai/protocols](https://meok.ai/protocols).
**Agent interop protocols supported (8 live):**
- ✅ **MCP** (Anthropic) — native
- ✅ **A2A** (Google + Linux Foundation, absorbed IBM ACP Sept 2025)
- ✅ **IBM ACP** — covered via A2A merge
- ◐ **Stripe ACP** (Agentic Commerce Protocol) — Q3 bridge via [agent-commerce-protocol-mcp](https://github.com/CSOAI-ORG/agent-commerce-protocol-mcp)
- ◐ **AP2** (Google Agent Payments) — partial via [agent-commerce-payments-mcp](https://github.com/CSOAI-ORG/agent-commerce-payments-mcp)
- ◐ **x402** (Coinbase HTTP 402) — partial via api.meok.ai gateway
- → **OASF / AGNTCY** (Cisco Outshift + Linux Foundation) — Q3 bridge
- 👁 **ANP** (Cisco Agent Network) — watch-list
**Pricing options:**
| Option | Price | Best for |
|---|---|---|
| Self-host (this MCP) | £0 — MIT | Devs |
| This MCP Starter | £29/mo | One-MCP teams |
| This MCP Pro | £79/mo | Production + 24h SLA |
| [Universal PAYG](https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t) | £29/mo + £0.0002/call | Spiky usage across many MCPs |
| Substrate bundle (this category) | £99-£499/mo | A whole pack |
| [MEOK Universe](https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t) | £1,499/mo | All 47 MCPs, 500K calls |
Each tier above the free self-host adds HMAC-signed attestations verifiable at
`verify.meok.ai`. Linux Foundation governance on the A2A spine means EU regulated
buyers can deploy without vendor-lock-in objections.
<!-- mcp-name: io.github.CSOAI-ORG/bias-detection-mcp -->
<!-- BUY-LADDER:START -->
## 💸 Try MEOK in 30 seconds — instant buy ladder
| Tier | Price | What you get | Stripe |
|---|---|---|---|
| Smoke test | **£1** | Signed sample MCP-Hardening report + Article 50 PDF | <https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t> |
| Quick Kit | **£9** | EU AI Act Article 50 implementation guide (C2PA + EU-Icon) | <https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t> |
| Founder Call | **£29** | 30-min 1-on-1 with the founder | <https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t> |
> Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet.
> Verify any signed report at <https://meok.ai/verify>.
<!-- BUY-LADDER:END -->
## Configuration
Add to your `claude_desktop_config.json` (Claude Desktop) or your MCP client config:
```json
{
"mcpServers": {
"bias-detection-mcp": {
"command": "uvx",
"args": ["bias-detection-mcp"]
}
}
}
```
Or: `pip install bias-detection-mcp` then run the `bias-detection-mcp` command (stdio transport).
## Examples
Once configured, ask your assistant, for example:
- "Use `quick_scan` to …"
- "Use `detect_bias` to …"
- "Use `fairness_metrics` to …"