spring-projects / spring-projects/spring-ai
Support Tool Isolation Mechanism for Agents to Optimize Tool Selection in Multi-Agent & Multi-MCP Tool Scenarios
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status: waiting-for-triage
- Dominant language
- Java
- Stars
- 9.5k
- Forks
- 2.9k
- Avg merge
- 1d 7h
- Merged PRs (30d)
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Description
A service might offer different agents and multiple MCP tools. A single agent might only need a few tools, but without isolation, having too many tools makes it difficult to make the right tool selection decisions. Is there an optimized isolation method?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no files, tests, or entry points. Start by locating the agent and MCP tool-selection components, then define an isolation approach and tests that demonstrate improved selection across multiple agents and tools.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java, spring
- Domain
- ai, backend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100