HKUDS / AnyTool
"AnyTool: Universal Tool-Use Layer for AI Agents"
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Smart Context Management. Progressive tool filtering delivers exact tools in milliseconds through multi-stage pipeline, eliminating context pollution while maintaining speed.
- Zero-Waste Processing. Pre-computed embeddings and lazy initialization eliminate redundant processing - tools are instantly ready across all executions.
- Adaptive MCP Tool Selection. Smart caching and selective re-indexing maintain constant performance from 10 to 10,000 tools with optimal resource usage.
- Self-Evolving Tool Optimization. System continuously improves through persistent memory, becoming more efficient as your tool ecosystem expands.
- Quality-Aware Selection. Built-in reliability tracking and safety controls deliver production-ready automation through persistent learning and execution safeguards.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 8 months ago
- Stars
- 704
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 0% closed
- 3 still open
- Pull requests
- 1 merged
- 28 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
Topics
- ai-agents
- computer-use-agents
- mcp
- tool-orchestration
- tool-use
Project record
- JobOther AI tools
- StatusListed
- Commits19
- Forks94
- Watching6
- Stars in 28 days+10
- CreatedDec 9, 2025
- First seen by usNov 7, 2026
- CheckedNov 8, 2026