Enables deterministic repair of malformed tool-call schemas and guards parameter projections for AI agents, ensuring reliable JSON-RPC interactions via MCP.
A deterministic guard layer that blocks unauthorized tool calls and validates arguments before execution, preventing tool poisoning and jailbreak attacks on MCP servers.
Exposes LLM output validation (schema compliance and prompt-injection detection) as an MCP tool, enabling any MCP-compatible agent to apply real-time guardrails without importing the codebase.
Enables MCP-aware clients to use a reliable multi-agent tool system with tiered model routing, schema-validated decisions, and graceful tool degradation, allowing small models to handle complex tasks.
An MCP server that validates tool calls against JSON Schema, performs deterministic repair, redacts secrets, and maintains a hash-chained audit ledger.