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

Assess Directory Programmes Fairs

Compare

Grants: the agent-friendly alternative to Ayming

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

Agentic alternative

Ayming

Consultancy

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. Ayming doesn't currently expose this surface - that's the gap.

At a glance

Ayming is a serious, decades-old management consultancy with 1,600 consultants across 14 countries and 15,000+ active clients. For a complex multi-million Horizon EIC or BMBF Verbundprojekt where the documentation burden is genuinely enormous, hiring Ayming is rational - their compliance depth pays off at that scale. For an EXIST Gründerstipendium, IGP, or KMU innovativ application under €500k, the math rarely works: the success fee (typically 10%+) exceeds what an unfunded founding team can sensibly cede, and you still do most of the writing yourself. Grants keeps the cap-table whole, hands you the structure + reviewer-language coaching the consultancy would have charged for, and lets you learn how to write these applications - knowledge that pays off on every future submission. Ayming wins on enterprise complexity; Grants wins on startup economics.

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. Ayming 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 Ayming: agent-readiness comparison

	Ours Grants	Theirs Ayming
Success-fee model		10%+ typical
Software subscription pricing
Senior compliance experts on staff
Multi-country tax structure advisory
EXIST / EXIST Forschungstransfer / IGP / KMU innovativ depth
Founders write the document (learning + control)
EU funding programme depth (Horizon, Marie Curie, ERC)
Hosted in Germany		EU-wide

When to pick which

Pick Grants when

Your total grant is under €1M and a 10%+ success fee would consume your living-cost runway.

You want to keep learning how grant applications work - the next four programmes will use similar criteria.

Cap-table cleanliness matters because you're heading into a seed round.

Pick Ayming when

You're applying to Horizon EIC at €17.5M or a multi-million BMBF Verbundprojekt where documentation depth genuinely justifies a partner.

You're a mid-sized established company with no in-house grant capacity and a multi-country footprint.

You need international tax-structure advice alongside the funding application.

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