spring-ai-tool-search-tool — security grade SAFE, quality 75/100

Security audit verdict: SAFE · quality 75/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by spring-ai-community · Agent Tool · ★ 78

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

🔒 Is spring-ai-tool-search-tool safe to install? View the security audit →

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. Introduction blog: Smart Tool Selection: Achieving 34-64% Token Savings with Spring AI's Dynamic Tool Discovery The Problem As AI agents connect to more services—Slack, GitHub, Jira, MCP servers—tool libraries grow rapidly. A typical multi-server setup can easily

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Quick Facts

Stars78
Forks9
LanguageJava
CategoryAgent Tool
LicenseApache-2.0
Quality Score75.1886929529059/100
Open Issues8
Last Updated2026-06-14
Created2025-12-10
Platformsjava
Est. Tokens~18k

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%)
  • JavaClaw — semantic(0.32)+complementary+shared_fw(spring)+same_lang+similar_pop+shared_platform (69%)
  • 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%)

spring-ai-tool-search-tool alternative? Top 6 similar tools

Looking for a spring-ai-tool-search-tool alternative? If you're comparing spring-ai-tool-search-tool with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • ToolRegistry by Oaklight · ⭐ 61

    ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenAI, Anthropic, Gemini

  • hyperpocket by vessl-ai · ⭐ 51

    Building AI agent with hyperpocket tool in a flash

  • django-mcp-server by gts360 · ⭐ 382

    Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the M

  • hermes-mcp by cloudwalk · ⭐ 370

    Elixir Model Context Protocol (MCP) SDK

  • mcp-server-code-execution-mode by elusznik · ⭐ 337

    An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Imp

  • oreilly-ai-agents by sinanuozdemir · ⭐ 299

    An introduction to the world of AI Agents

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Frequently Asked Questions

What is spring-ai-tool-search-tool?

spring-ai-tool-search-tool is 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.. It is categorized as a Agent Tool with 78 GitHub stars.

What programming language is spring-ai-tool-search-tool written in?

spring-ai-tool-search-tool is primarily written in Java. It covers topics such as agentic-ai, spring-ai, tool-calling.

How do I install or use spring-ai-tool-search-tool?

You can find installation instructions and usage details in the spring-ai-tool-search-tool GitHub repository at github.com/spring-ai-community/spring-ai-tool-search-tool. The project has 78 stars and 9 forks, indicating an active community.

What license does spring-ai-tool-search-tool use?

spring-ai-tool-search-tool is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to spring-ai-tool-search-tool?

The top alternatives to spring-ai-tool-search-tool on Agent Skills Hub include ToolRegistry, hyperpocket, django-mcp-server. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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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