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This post explores how MCP-UI enables intent-based, interactive experiences inside AI chat environments. It starts with a relatable story about simplifying budgeting through goose’s Auto Visualiser, then connects it to the larger concept of Agentic UX designing AI for users, not just LLMs.

Includes

  • New blog post: documentation/blog/2025-10-14-designing-ai-for-humans/index.md
  • Blog image: documentation/blog/2025-10-14-designing-ai-for-humans/design-ai.png

Highlights

  • Explains how MCP-UI lets agents render interactive components (charts, buttons, forms) directly inside the chat.
  • References Google’s new AI Mode as an example of intent-driven UX.
  • Calls developers to experiment with MCP-UI when building their own MCP servers.

@EbonyLouis EbonyLouis requested a review from a team as a code owner October 15, 2025 20:15
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github-actions bot commented Oct 15, 2025

PR Preview Action v1.6.0
Preview removed because the pull request was closed.
2025-10-15 21:06 UTC

@blackgirlbytes
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i love this!

@EbonyLouis EbonyLouis merged commit 04faf59 into main Oct 15, 2025
12 checks passed
@EbonyLouis EbonyLouis deleted the autovisualiser-blog branch October 15, 2025 21:04
wpfleger96 added a commit to wpfleger96/goose that referenced this pull request Oct 15, 2025
* main: (55 commits)
  [docs] Add Blog Post: "Designing AI for Users, Not Just LLMs" (block#5190)
  docs: update cognee, jetbrains, mbot extensions config (block#5172)
  Minimally disable subagents when not in autonomous model (block#5149)
  Fix provider sort (block#5188)
  blog: Getting Started with Goose on Windows (block#5156)
  feat: add CI/CD Pipeline recipe (block#5183)
  feat: add Daily Standup Report Generator recipe (block#5123)  (block#5131)
  Sort providers in alphabetical vs random (block#5090)
  Declarative providers (block#5084)
  adding youtube link to firecrawl mcp tutorial, merge after 9am Eastern Oct 15 (block#5173)
  Ollama integration: modified default model + added models  (block#5153)
  Fix codex subagent configuration in documentation (block#5180)
  fix: include apple silicon build of the desktop app in build artifacts (block#5174)
  fixing video embed (block#5171)
  chore: clean up random unused files (block#5166)
  fix: adjust download_cli.sh to tolerate no OS variable (block#5169)
  mcp tutorial page for firecrawl (block#5152)
  Remove orphaned tool calls before compaction (block#5059)
  feat: add copy as markdown button to documentation pages (block#5158)
  chore: include vendored node executable (block#5160)
  ...
michaelneale added a commit that referenced this pull request Oct 16, 2025
* main:
  Skip hidden & real format (#5194)
  docs: Hacktoberfest blog submission - Best Practices for Using Goose in Enterprise Environments by Anudhyan Datta. (#5184)
  docs: prompt injection detection (#5193)
  Fix mcp large response race condition (#5065)
  Compaction overhaul (#5186)
  fix: #3960 better approach to input schema for dynamic task params (#5189)
  used recipe id or deeplink to start agent (#5154)
  [docs] Add Blog Post: "Designing AI for Users, Not Just LLMs" (#5190)
  docs: update cognee, jetbrains, mbot extensions config (#5172)
  Minimally disable subagents when not in autonomous model (#5149)
  Fix provider sort (#5188)
  blog: Getting Started with Goose on Windows (#5156)
  feat: add CI/CD Pipeline recipe (#5183)
  feat: add Daily Standup Report Generator recipe (#5123)  (#5131)
  Sort providers in alphabetical vs random (#5090)
  Declarative providers (#5084)
  adding youtube link to firecrawl mcp tutorial, merge after 9am Eastern Oct 15 (#5173)
  Ollama integration: modified default model + added models  (#5153)
  Fix codex subagent configuration in documentation (#5180)
@alexhancock alexhancock mentioned this pull request Oct 17, 2025
michaelneale added a commit that referenced this pull request Oct 17, 2025
* main: (119 commits)
  Break compaction back into check_ and do_ compaction (#5212)
  fix: revert built app name to uppercase Goose (#5206)
  feat: add Code Documentation Generator recipe (#5121) (#5125)
  Revert "feat: enhance goose to search sessions for easy recall (#5177)" (#5209)
  Blog: Best Practices for Prompt Engineering with goose (#5204)
  force WAL sync after session create (#5202)
  Feat: goose Apify MCP integration docs (#5047)
  feat: enhance goose to search sessions for easy recall (#5177)
  Skip hidden & real format (#5194)
  docs: Hacktoberfest blog submission - Best Practices for Using Goose in Enterprise Environments by Anudhyan Datta. (#5184)
  docs: prompt injection detection (#5193)
  Fix mcp large response race condition (#5065)
  Compaction overhaul (#5186)
  fix: #3960 better approach to input schema for dynamic task params (#5189)
  used recipe id or deeplink to start agent (#5154)
  [docs] Add Blog Post: "Designing AI for Users, Not Just LLMs" (#5190)
  docs: update cognee, jetbrains, mbot extensions config (#5172)
  Minimally disable subagents when not in autonomous model (#5149)
  Fix provider sort (#5188)
  blog: Getting Started with Goose on Windows (#5156)
  ...
michaelneale added a commit that referenced this pull request Oct 17, 2025
* main: (143 commits)
  Break compaction back into check_ and do_ compaction (#5212)
  fix: revert built app name to uppercase Goose (#5206)
  feat: add Code Documentation Generator recipe (#5121) (#5125)
  Revert "feat: enhance goose to search sessions for easy recall (#5177)" (#5209)
  Blog: Best Practices for Prompt Engineering with goose (#5204)
  force WAL sync after session create (#5202)
  Feat: goose Apify MCP integration docs (#5047)
  feat: enhance goose to search sessions for easy recall (#5177)
  Skip hidden & real format (#5194)
  docs: Hacktoberfest blog submission - Best Practices for Using Goose in Enterprise Environments by Anudhyan Datta. (#5184)
  docs: prompt injection detection (#5193)
  Fix mcp large response race condition (#5065)
  Compaction overhaul (#5186)
  fix: #3960 better approach to input schema for dynamic task params (#5189)
  used recipe id or deeplink to start agent (#5154)
  [docs] Add Blog Post: "Designing AI for Users, Not Just LLMs" (#5190)
  docs: update cognee, jetbrains, mbot extensions config (#5172)
  Minimally disable subagents when not in autonomous model (#5149)
  Fix provider sort (#5188)
  blog: Getting Started with Goose on Windows (#5156)
  ...
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3 participants