The real catalog of tools for AI agents

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.

Index your codebase. AI searches instead of re-reading files. 94% token savings.

Live context engine for AI agents. 27+ MCP tools: health, memory, skills, file trees on demand.

Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

Context engineering for AI coding agents: product context, project missions, and 360 memory.

Individual-analyst context layer: recall, remember, and reconcile your data and engineering context.

Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

The shared AI context engine for git — save, search, and share the reasoning behind code changes.

Context Assurance for AI agents: context engineering, AI cost optimization, verification.

Temporal engineering context for agents via MCP.

Connect AI agents to ProductNow's context engine to search, create, review, and act.

Real-time planetary signal engine and Model Context Protocol (MCP) server for autonomous AI agents.

AI-engineering archive: search, what is new, forecasts, topic briefs, URL context; moderated inbox.

Pre-computed metadata context engine for AI-driven data analytics

Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.

Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.

A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.

MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol

Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.