oraios/
serena
oraios/serenaConnectors
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
29k
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Vestige enhances agents by deterministic root-cause retrieval that reaches backward through time to find the quiet change, decision, or service that caused today’s failure, not the lookalike.
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.