jiri MCP Server
TartanHacks-2026/jiri
Jiri is a self-improving AI agent that starts with zero capabilities and dynamically discovers MCP servers at runtime based on user queries, eliminating the need for preset configuration. It uses LRU caching and metrics-driven preloading to learn from usage patterns, reducing tool discovery latency from 3 seconds to 1 second across sessions.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
TartanHacks-2026/jiri is a Python MCP server. Jiri is a self-improving AI agent that starts with zero capabilities and dynamically discovers MCP servers at runtime based on user queries, eliminating the need for preset configuration. It uses LRU caching and metrics-driven preloading to learn from usage patterns, reducing tool discovery latency from 3 seconds to 1 second across sessions.
Ranked #2192 out of 25022 indexed tools.
In the top 9% of all indexed tools.
Ecosystem
Score Breakdown
3 stars → early stage
Last commit 6mo ago → stale
No issues filed → no history to score
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →
How to Improve
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