Cassandra MCP / Java
Java 17+, prepared partition reads, exact table allowlists, bounded output and stdio MCP transport.
Original code / Sandeep Belgavi
Our implementations. Clear boundaries.
Inspect the code built for AICassindra: three Cassandra MCP implementations and a shared Java decision runtime with 100 task-specific recipes.
Three implementations of one Cassandra tool contract, not 100 independent MCP servers. The agent recipes share one runtime. Dependencies retain their own licenses and attribution.
Cassandra MCP / Python
Python 3.11+, the same three read-only tools, typed argument checks and redacted audit events.
Cassandra MCP / Node.js
Node.js 22+, schema-aware partition reads and a shared cross-language transport check.
Agent Decision Lab / Java
One bounded runtime, 100 synthetic recipes and an optional Jev HTTP adapter. No business-effect executor.
Eight browser experiments
Editable fixtures with deterministic feedback. No provider calls or database connections.
Twelve architecture guides
Original articles and diagrams on AICassindra, connected to practical experiments.