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spring-ai-community/spring-ai-playground

Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and use them in Agentic Chat with RAG, human-in-the-loop approval, and built-in observability. Cross-platform desktop app powered by Spring AI.

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Java
145
37
2 contributors
Apache License 2.0
website
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Momentum

How fast spring-ai-community/spring-ai-playground is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 23 – Oct 20, 2026

Stars +10 in 59 days

01
1

Forks +4 in 59 days

01
1

Merged PRs 1 in 59 days

01
1

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 23Aug 31Sep 8Sep 16Sep 24Oct 2Oct 10Oct 18
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sun, Aug 23, 2026+1+10
Mon, Aug 24, 2026+0+00
Tue, Aug 25, 2026+0+00
Wed, Aug 26, 2026+0+00
Thu, Aug 27, 2026+0+00
Fri, Aug 28, 2026+0+00
Sat, Aug 29, 2026+1+00
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Mon, Aug 31, 2026+0+00
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Fri, Sep 11, 2026+0+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+1+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+1+00
Sat, Sep 19, 2026+0+10
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+1+00
Tue, Sep 22, 2026+0+01
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+1+10
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+00
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+10
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+1+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+1+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Total+10+41
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 251 post

    • MCP tools shouldn’t go live before you’ve run them. Spring AI Playground is a cross-platform desktop app for building, testing, validating, and executing MCP tools in a controlled local environment.…

      Read full on X, posted by @DanKornas

      @DanKornas · x.com

  2. 2 months earlier
  3. Jul 161 post

    • What I learned building observability into a local agent workbench: the model call isn't the hard part

      Read full on Reddit

      r/LLMDevs

  4. Jul 142 posts

    • How far can a local, open-source agent go? It reads my photos' EXIF, maps them, then asks before every delete (runs on Ollama)

      Read full on Reddit

      r/OpenSourceAI

    • I built a local workbench to connect, risk-score, and gate MCP tools before agents can call them (open source)

      Read full on Reddit

      r/mcp

  5. Jul 131 post

    • Agentic tool calling on Ollama went further than I expected (qwen3.5:9b: EXIF to map, approval-gated deletes)

      Read full on Reddit

      r/ollama

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