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docs: surface MCP and agent skills for coding agents#3093

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docs: surface MCP and agent skills for coding agents#3093
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What

Surface Estuary's MCP integration and agent skills more prominently for users who currently only hear about flowctl.

  1. flowctl setup page now points to MCP and skills (new "Drive flowctl from an AI coding agent" section + Next-steps link).
  2. New Agent skills page (features/agent-skills.md) — catalog, install methods, usage. Content drawn from the public estuary/agent-skills repo.
  3. New Using coding agents with Estuary hub (features/using-coding-agents.md) — end-to-end setup walkthrough for flowctl + MCP + skills.
  4. MCP and skills pages now cross-link each other and the hub.

Approach: stage 1 (least disruption)

These three pages are clustered at the top of Advanced Features (positions 1–3). The existing MCP page stays at /features/mcp-integration/, so no URLs change and nothing external breaks (the public agent-skills README links to that page). The only other edits bump three existing pages' sidebar_position (time-travel, task-shards, logs-stats) to make room.

Proposed stage 2 (needs consensus — @Emily)

Promote these into a dedicated top-level Coding Agents section in the left nav, consolidating the hub + MCP + skills there. That moves the MCP page's URL, so it needs a redirect and sign-off. Holding until we're aligned on IA.

Notes

  • The setup skill (estuary-flowctl-setup) only covers flowctl, so the hub/skills content came from the public agent-skills repo instead.
  • Separate follow-up: the agent-skills README links "flowctl CLI" to /getting-started/installation/, which is actually the cloud-storage page. The real flowctl setup is /guides/get-started-with-flowctl/. Worth fixing in that repo.

Add a "Using coding agents with Estuary" hub plus an "Agent skills" page
in Advanced Features, and cross-link them with the existing MCP page.
flowctl setup now points users to both. Skills content is drawn from the
public estuary/agent-skills repo.

Stage 1 (least disruption): cluster the three pages at the top of
Advanced Features; no existing URLs change. Stage 2 (pending team
consensus) would promote these into a dedicated top-level Coding Agents
section.
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@jwhartley jwhartley requested a review from aeluce June 30, 2026 01:59
@jwhartley

jwhartley commented Jun 30, 2026

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Hey @aeluce we've had some positive feedback on the MCP and skills, this is making it a bit more connected/prominent. In a subsequent PR I'd like to have a top level 'Coding Agents' page that points to flowctl, MCP, and skills (especially the setup skill), so people can go down that route without having to dive too far into our documentation if that's their desired approach. What do you think?

sidebar_position: 3
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# Agent Skills

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There is already an Agent Skills page here: https://docs.estuary.dev/guides/agent-skills/

It's what the dashboard "Agent Skills" button links to.

See also conversation from #2961 for additional notes. Re: yes, we could bundle the MCP integration and agent skills pages under one subsection to make the related pages easier to find. Maybe we could keep it under /features for now. /guides is getting a little unwieldy and I'm not convinced we'd have enough content for a top-level section.

sidebar_position: 1
---

# Using Coding Agents with Estuary

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Is this page useful as-is? It mostly seems to reiterate information from other places in docs.


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## Drive flowctl from an AI coding agent

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This section sounds a little "marketing"-y. My suggestion would be to tone down the hype and simply present it as an alternate option. Something like:

You can also run flowctl commands via AI coding assistants to build and maintain pipelines.

- **Agent skills** provide steps to run common workflows, like creating connectors or 
troubleshooting pipelines.
- An **MCP integration** provides your assistant additional context on using flowctl by 
connecting to Estuary's documentation.

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