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Editors’ pick

Local context compression for agents: tool outputs, logs, files and RAG chunks shrink before reaching the LLM. Proxy, CLI, library and MCP

MCP serverHigh risk

A context database for agents: cross-session memory, documents and skills in one viking:// file tree, reachable through MCP and hooks

MCP serverMedium risk37.2K

A Dagger MCP server that gives each agent its own container and git branch for safe parallel work

MCP serverMedium risk4K