# Arne Kellmann

**Canonical:** https://apis.io/providers/arnekellmann-de/  
**Website:** https://arnekellmann.de/  
**APIs profiled:** 1

Arne Kellmann is an AI solution architect who designs and ships production AI systems, covering architecture, retrieval, evaluation, guardrails, and cost control. He works remotely with teams worldwide in English or German, bringing over 15 years of software development and architecture experience. His services include written architecture assessments, production‑ready AI feature implementation, and ongoing guidance to ensure safe and cost‑effective AI deployments.

## Kin Score — 47.4 / 100 (developing)

Scored 2026-11-02 under rubric 0.26.0.

| Facet | Score |
|---|---|
| Discoverability | 65.0 |
| Contract Quality | 47.5 |
| Contract Governance | 22.0 |
| Operational Transparency | 36.8 |
| Developer Ergonomics | 46.9 |
| Access Clarity | 52.6 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 26.4 (matched via fallback).

## Agent readiness — 38.3 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | no |
| Idempotency | documented |
| Error Semantics | verified |
| OpenAPI Examples | partial |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | unknown |
| Well Known Catalog | yes |
| 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 | na |
| MCP Tool Quality | na |

## Access

Open access — onboarding: open, pricing: unknown, trial: no (confidence: high).

## APIs (3)

- **Arne Kellmann Documents API** — The Documents API from Arne Kellmann — 1 operation(s) for documents.
- **Arne Kellmann Sandbox API** — The Sandbox API from Arne Kellmann — 1 operation(s) for sandbox.
- **Arne Kellmann Versioning.md API** — The Versioning.md API from Arne Kellmann — 1 operation(s) for versioning.md.

## MCP servers (1)

- **Arne Kellmann MCP Server** — Remote MCP server at arnekellmann.de.

## Agentic access (1)

- **Arnekellmann De Agentic Access** — 3 operations · 1 acting

## Security (2)

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

## Plans (1)

- **Arnekellmann De Plans Pricing**

## Tags

Artificial Intelligence, Architecture, Consultant, Remote, Software

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