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

Pricing

Compare

KI BMS: the agent-friendly alternative to BITE BeeSite

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

Agentic alternative

ATS

Comparison

Enterprise

Julia YukovichCo-Founder + CEO

·February 3, 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. BITE BeeSite doesn't currently expose this surface - that's the gap.

At a glance

BITE BeeSite is right for large employers and corporations with complex recruiting structures: many departments, multi-stage approvals, demanding careers pages with high brand standards, deep integrations into SAP and HR landscapes. We deliberately don't have that enterprise depth. KI BMS is right for teams up to ~100 people who want KI pre-sort with reasoning as a default, value public prices and want to be productive in hours rather than in a rollout project. These are different weight classes - if you run corporate recruiting, look at BITE; if you hire lean, you're better served with us.

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. BITE BeeSite 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 BITE BeeSite: agent-readiness comparison

	Ours KI BMS	Theirs BITE BeeSite
API + webhooks + MCP		Interfaces yes, MCP no
Corporate feature scope + multi-stage approvals	Kept lean	Very deep
Careers-page depth + brand control		Very strong
Deep SAP / HR integrations
KI fit-score with reasoning		KI features rolling out
GDPR auto-anonymisation		Configurable
Hosted in Germany
Setup time	Hours	Weeks to months (project)
Pricing model	Public (€0 / €1 / €10 per month)	Quote-only, enterprise
Target size	1-100 people	Large enterprise, corporate

When to pick which

Pick KI BMS when

You're a team up to ~100 people and don't need corporate approval hierarchies but a fast, lean pipeline.

KI pre-sort with reasoning as a default is your central lever, not a slowly rolled-out enterprise feature.

Public prices, monthly cancellation and a setup in one morning matter more to you than maximum feature scope.

Pick BITE BeeSite when

You're a large enterprise or corporation with many departments and multi-stage approval workflows.

You need deep integrations into your SAP or HR landscape that a lean tool can't deliver.

Demanding, brand-driven careers pages with enterprise requirements are a must-have criterion.

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

Julia Yukovich

Co-Founder + CEO

Julia is one of the Co-Founders. She handles design, product direction, and most of the support replies that arrive in the morning.

julia.yukovich at aicuflow dot comLinkedIn