spring-ai-tool-search-tool: Dynamic tool discovery and selection for Spring AI, enabling LLMs to work efficiently with large tool

by spring-ai-community · Agent Tool · ★ 77

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 75/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentic-aispring-aitool-calling

Quick Facts

Stars77
Forks10
LanguageJava
CategoryAgent Tool
LicenseApache-2.0
Quality Score75/100
Open Issues8
Last Updated2026-06-14
Created2025-12-10
Platformsjava
Est. Tokens~18k

About spring-ai-tool-search-tool

Tool Search Tool for Spring AI 📖 Documentation NOTE: This is Spring AI 2.x / Boot 4 compatible version. For Spring AI 1.1.x / Boot 3 support switch to: Tool Search Tool - v1.0.x Dynamic tool discovery and selection for Spring AI, enabling LLMs to work efficiently with large tool libraries by discovering tools on-demand instead of loading all definitions upfront.

Compatible Skills

These tools work well together with spring-ai-tool-search-tool for enhanced workflows:

  • yu-ai-agent — semantic(0.45)+complementary+shared_fw(spring)+rare_topics+same_lang+similar_pop+shared_platform (73%)
  • api2mcp4j — semantic(0.32)+complementary+shared_fw(spring)+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • mcp-zap-server — semantic(0.23)+complementary+shared_fw(spring)+rare_topics+same_lang+similar_pop+shared_platform (66%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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