Can Claude / ChatGPT / Cursor use Grants 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.

Grants

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Grants: the agent-friendly alternative to Förderberatungen / agencies

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

Agentic alternative

EXIST

Consultants

Cost

Finn GlasCo-Founder + Engineering

·May 4, 2026·

2 min read

Grants 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. Förderberatungen / agencies doesn't currently expose this surface - that's the gap.

At a glance

Förderberatungen are real experts and earn their keep on six-figure Forschungstransfer Phase II awards. For a Gründerstipendium-sized application (€139,600 over 12 months) the typical 15% commission lands at €20,940 - paid out of money you have not seen yet, on a grant you may not be awarded. Grants charges a flat monthly fee, you keep the cheque, and the structural and language wins are about 80% of what a senior consultant brings. Pick a consultant when the stakes are eight figures; pick us for the rest.

Agent surface

What 'agent-friendly' actually means in practice

Grants 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. Förderberatungen / agencies 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.

Grants vs Förderberatungen / agencies: agent-readiness comparison

	Ours Grants	Theirs Förderberatungen / agencies
Cost on a €139,600 EXIST award	~€100/yr	~€20,000
Takes on small grants
PTJ language conventions
Pre-submission criteria check
Hands-on writing for you
Available evenings + weekends
Hosted in Germany		Depends

When to pick which

Pick Grants when

Your award would be in the €60k-€200k range and a percentage fee is hard to swallow.

You want to keep the writing - and the IP - inside your own team.

You apply to multiple grants per year and need a tool, not a single engagement.

Pick Förderberatungen / agencies when

The application is Forschungstransfer Phase II or larger and a senior consultant's review is worth six figures.

You have zero capacity to write yourself and prefer to delegate the entire process.

Agentic-integration questions

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

Start with Grants

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