# CollectSEA

**Canonical:** https://apis.io/providers/collectsea-com/  
**Website:** https://collectsea.com/  
**APIs profiled:** 1

CollectSEA (Collective Software Engineering Analogues) matches a planned design or an existing software or AI application to documented real-world failures (outages, security breaches and AI-agent incidents drawn from postmortems, SEC filings, court records and security advisories) and returns source-linked precedents, failure patterns and engineering safeguards for engineers and AI coding agents. It is offered free as a website, a REST API (POST /api/analyze, documented with an OpenAPI schema), a remote Streamable HTTP MCP server and an open CC BY 4.0 dataset.

## Kin Score — 33.6 / 100 (thin)

Scored 2026-11-13 under rubric 0.28.0.

| Facet | Score |
|---|---|
| Discoverability | 65.0 |
| Contract Quality | 43.1 |
| Contract Governance | 18.2 |
| Operational Transparency | 69.0 |
| Developer Ergonomics | 18.5 |
| Access Clarity | 17.0 |

Regulatory layer — **Government & Public Sector**: 4.9 (matched via tags).

## Agent readiness — 28.6 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | documented |
| OpenAPI Examples | partial |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | derived |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | distinct |
| MCP Tool Quality | na |

## Access

Free · Open access — onboarding: open, pricing: free, trial: no (confidence: high).

## APIs (11)

- **CollectSEA MCP Server** — Remote Streamable HTTP MCP server exposing CollectSEA failure-precedent analysis tools to AI coding agents.
- **CollectSEA Analyze API** — The Analyze API from CollectSEA — 1 operation(s) for analyze.
- **CollectSEA App Context API** — The App Context API from CollectSEA — 1 operation(s) for app context.
- **CollectSEA Benchmark API** — The Benchmark API from CollectSEA — 1 operation(s) for benchmark.
- **CollectSEA Feedback API** — The Feedback API from CollectSEA — 1 operation(s) for feedback.
- **CollectSEA Frameworks API** — The Frameworks API from CollectSEA — 1 operation(s) for frameworks.
- **CollectSEA Health API** — The Health API from CollectSEA — 1 operation(s) for health.
- **CollectSEA Impact API** — The Impact API from CollectSEA — 1 operation(s) for impact.
- **CollectSEA Incidents API** — The Incidents API from CollectSEA — 2 operation(s) for incidents.
- **CollectSEA Patterns API** — The Patterns API from CollectSEA — 1 operation(s) for patterns.
- **CollectSEA Stats API** — The Stats API from CollectSEA — 1 operation(s) for stats.

## MCP servers (1)

- **CollectSEA MCP Server** — Remote MCP server at collectsea.com; 6 tools listed.

## Agentic access (1)

- **CollectSEA Agentic Access** — 11 operations · 3 acting

## Security (2)

- **CollectSEA Authentication** — 0 schemes
- **CollectSEA Domain Security** — TLSv1.3 · HSTS

## Plans (1)

- **CollectSEA Plans Pricing**

## Tags

Company, Software Reliability, Security, Incident Analysis, AI Agents, Secure By Design, MCP, Open Data

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/collectsea-com/). Scores are computed from the provider's own public artifacts under a published rubric.