Reciprocity

Needs Work

Agent Native Score

Enterprise governance, risk, and compliance (GRC) platform designed to help organizations manage compliance frameworks, risk assessments, and audit workflows. Provides centralized tools for policy management, incident response, and third-party risk management.

Categories: Compliance · Risk Management · Governance

#27 of 34 in Compliance · #3 of 3 in Risk Management · #3 of 5 in Governance

Checklist Breakdown

8 of 33 checks passed. 14 unscored.

Discovery 50%

Can an agent find and understand this tool without a web search?

✗ Published OpenAPI/Swagger spec

✗ Has llms.txt or llms-full.txt

✗ Has an MCP server (official or well-maintained)

✗ MCP server listed in a public registry

✓ API reference docs are publicly accessible

✓ Docs include runnable code examples

✓ Has a public changelog or release notes

✓ Has a public status page

Auth & Onboarding 17%

Can an agent create an account and get credentials without human intervention?

✗ Signup does not require CAPTCHA

✗ Signup does not require phone verification

✗ Supports API key auth (not only OAuth)

✗ API key obtainable without manual approval

✗ No mandatory billing info to start

✓ Can sign up without creating an organization

Pricing 60%

Can an agent operate autonomously without upfront payment or contracts?

✗ Has a free tier

✓ Usage-based pricing available

✓ No minimum contract or commitment

✓ Pricing page is public (no 'contact sales')

✗ Free tier sufficient for testing (not just a trial)

Agent Tooling Not yet scored

How well does the API work for non-human consumers?

— SDK available in 2+ languages

— Structured error responses (JSON with error codes)

— Idempotency support on write endpoints

— Pagination on list endpoints

— Webhook/event support

— Sandbox or test mode available

— Rate limit headers in responses

— Consistent REST resource naming

Reliability Not yet scored

Does the tool fail gracefully when an agent makes a mistake?

— Meaningful error messages (not just 500)

— 429 responses include Retry-After header

— Documented uptime SLA (99.9%+)

— Graceful degradation under rate limits

— Request IDs in responses for debugging

— API versioning supported

Reviewer Notes

Reciprocity is an enterprise GRC platform with limited public API documentation and no MCP server availability. The tool lacks discoverable OpenAPI specs or llms.txt, requiring agents to rely on fragmented API documentation. Account creation requires manual enterprise sales engagement with no programmatic signup, making autonomous agent deployment impractical. While the platform has established reliability for compliance use cases, its proprietary architecture and enterprise-only licensing model significantly restrict agent-native accessibility.

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