Can Claude / ChatGPT / Cursor use KI BMS directly?

Yes, via the MCP server. It's a stdio JSON-RPC server that wires into Claude Desktop, Cursor, or any MCP-aware client in five lines of config. The list of tools matches your data model 1:1 - whatever a CRUD type exposes in the UI is exposed identically to the agent.

Do agent calls share the same auth + access controls?

Yes. The MCP server authenticates with the same JWT or PAT a human session uses. Sharing rules, org membership, rate limits, suspicion bans - all of it applies. There's no "agent backdoor" that bypasses the access matrix.

Is there an audit trail for agent actions?

Yes. Every mutation goes through the same audit-log path as a UI click. The transport (UI / API / CLI / MCP) is recorded as channel metadata so you can filter "what did the agent do this hour" from your account history.

Can I rate-limit an agent separately from a human?

Per-token rate limits apply, so you can issue an agent its own PAT and cap it independently. The shared user-level bucket also caps total throughput, so a runaway loop can't drain your whole account. The CLI's auto-update channel marker means you can also see in audit which version is calling.

Does the MCP / API surface cost extra?

No. Same plan, same surface. We don't paywall the agent - it's the same product, the same schema, the same access gates. If a plan can do X in the UI, it can do X via MCP.

KI BMS

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KI BMS: the agent-friendly alternative to Notion

Same product, same surface for humans and AI agents. MCP server + CLI + drop-in clients in 15 languages.

Agentic alternative

ATS

Notion

DIY

Finn GlasCo-Founder + Engineering

·April 8, 2026·

3 min read

KI BMS ships an MCP server you can wire into Claude Desktop or any MCP client in five lines. The same auth + access gates apply, the same audit log records every action, the same rate limits apply. Notion doesn't currently expose this surface - that's the gap.

At a glance

Notion stays our wiki + strategy tool, no fight. As an ATS it works as long as you have one open role and fewer than 30 applications per quarter. The moment that becomes three roles or 100 applications, you're missing the five things a dedicated ATS does and a wiki doesn't: public application form, auto-mails with variables, KI pre-sort with reasoning, audit log + GDPR retention, conflict-free multi-person pipeline. KI BMS doesn't replace Notion - it takes over the part that needs behaviour.

Agent surface

What 'agent-friendly' actually means in practice

KI BMS ships an MCP server, a CLI, and drop-in clients in 15 languages. They're auto-generated from the same schema your UI uses; the auth, the access gates, the rate limits, the audit log all apply identically whether you're clicking buttons or calling the API. Notion doesn't currently expose this surface, which is the gap a serious agent integration trips over - the agent ends up scraping the UI through a browser, which is fragile, slow, and silently bypasses everything below.

KI BMS vs Notion: agent-readiness comparison

	Ours KI BMS	Theirs Notion
Structured fields per application		With database properties, manual
Public application form
Auto-mails with variable substitution
KI fit-score with reasoning		Notion AI without recruiting context
Who-changed-what audit log		Per-page version history
GDPR retention + auto-anonymisation
Careers page with custom domain		Notion Sites possible, no ATS form
Conflict-free multi-person pipeline		In theory
Hosted in Germany
Starting price	€0 / €1 / €10 per month	€0 (free) to ~€10 per seat

When to pick which

Pick KI BMS when

Three or more open roles, 50+ applications per quarter, two or more people reading along.

You need a public application form that writes directly into your pipeline.

GDPR retention is an open question - Notion has no 'anonymise after 6 months' switch.

You want KI pre-sorting that knows the role profile, not a generic 'Notion AI summarises' layer.

Pick Notion when

One role, one HR person, fewer than 30 applications across the role's lifetime.

Recruiting is a one-shot project right now; a dedicated tool feels oversized.

You live in Notion and tool sprawl is your biggest worry.

Agentic-integration questions

What an agent-builder asks before wiring a tool into Claude / ChatGPT / Cursor.

Start with KI BMS

Free plan, no credit card. We host in Germany. Export + delete are self-serve.

Written by

Finn Glas

Co-Founder + Engineering

Finn is one of the Co-Founders. He owns the engineering side, the infrastructure, and most of the late-night fixes that ship before anyone notices.

finn.glas at aicuflow dot comLinkedIn Website