Supercharge AI Agents, Safely
Deterministic, fail-open tool routing for Hermes Agent with an optional local-model fallback.
Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev
n2-QLN: Intelligent Tool Router & Semantic Search Layer for MCP. Connect 1,000+ tools through 1 interface. Prevent AI model confusion and maximize context window efficiency
Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.
local-first MCP discovery runtime for agents — search before invoke, reduce prompt bloat, and route to local MCP tools
Opencode-Raven keeps noisy tool work behind a focused Raven agent, so your main model gets compact answers instead of raw search results, docs pages, GitHub examples, MCP output, or large MCP schemas.
AI Workload Control Layer for routing deterministic, reusable, retrieval-needed, tool-needed, and provider-needed work before model invocation.
MetaMCP keeps core MCPs direct and routes the long tail through 3 lazy tools and reviewed declarative Methods.
A 1.5B model shown all 80 tools picks the right one half the time — not because it can't call tools, but because it can't find them. Tier adapts the tool presentation to model size: +10pp accuracy and 97% fewer tool tokens on sub-4B models.
Budget-aware context compilation and context firewall for tool-heavy AI agents.
Search 1,000 MCP tools through two interfaces in DeepSeek Harness. Load exact schemas on demand and keep structured results usable across tool calls.
Jev-powered MCP tool routing for Codex
Semantic routing for MCP tools - .NET library that indexes MCP tool definitions and returns the most relevant tools via vector search
An MCP server for discovering, ranking, and retrieving agent skills while minimizing context usage.
A governed skill system for long-horizon human-AI collaboration.
Orchestration MCP Server - Routes tool calls to MCP backends
Evidence router & policy engine for coding agents — enforces source choice and proof-of-use through Claude Code hooks, including routes to MCP tools. Local-first; no LLM in the hook loop.
Intelligent tool routing extension for pi coding agent - automatically selects the best tool stack for each task
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