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.

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Grants: the agent-friendly alternative to subsid.ai

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

Agentic alternative

subsid.ai

Finn GlasCo-Founder + Engineering

·May 15, 2026·

1 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. subsid.ai doesn't currently expose this surface - that's the gap.

At a glance

subsid.ai is a smart, narrow tool: generative AI trained on successful Forschungszulage and ZIM applications that drafts large chunks of your text for you. They claim to handle ~90% of the application. For exactly those two programmes (Forschungszulage + ZIM), if your goal is to ship a first draft fast and you're comfortable editing AI output, the free tier is genuinely useful. Grants is a broader bet: a full bilingual workspace covering EXIST, EXIST Forschungstransfer Phase I + II, IGP, KMU innovativ, BMBF Verbundprojekt, Horizon EIC, MSCA, ERC, NSF, plus 90+ regional competitions. The editor is section-structured rather than chatbot-style; reviewer-language coaching is inline; the 4-week revision window has its own dedicated workflow. Pick subsid.ai if your only grant is Forschungszulage or ZIM and you want a draft quickly. Pick Grants if you have a multi-year, multi-programme funding strategy.

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. subsid.ai 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 subsid.ai: agent-readiness comparison

	Ours Grants	Theirs subsid.ai
Cross-programme reuse of chapters
Forschungszulage drafting
ZIM drafting
EXIST Gründerstipendium structured editor
EXIST Forschungstransfer Phase I + II
IGP / KMU innovativ / BMBF Verbund / Horizon / ERC
Free tier with AI generation
Section-structured editor (LaTeX-backed)
Bilingual EN + DE		DE only
Hosted in Germany

When to pick which

Pick Grants when

Your funding stack includes EXIST or EXIST Forschungstransfer or anything outside the Forschungszulage / ZIM pair.

You want a workspace that carries your text from one application to the next, not a one-shot generator.

You need EU programme support (Horizon, ERC, MSCA, NSF).

You want English + German parallel drafting (international team or bilingual reviewer pool).

Pick subsid.ai when

Your only funding instruments are Forschungszulage and/or ZIM, with no plan to apply elsewhere.

You want a first draft generated fast and you're comfortable heavy-editing AI output.

You don't need a long-term workspace or cross-programme text reuse.

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