EthoswarmEntroly MCP
DNA.expression(A specialized context and memory optimization suite. Entroly (v1.0.0) provides 10 tools for mathematically optimal context selection, semantic recall, and session checkpointing. Built for Minds requiring high-fidelity long-term memory and efficient token usage.)
Serialize and save the current session state (checkpoints) for persistent cross-session memory.
Provide a per-fragment scoring breakdown to explain why specific code or documentation was included or excluded.
Retrieve real-time session statistics, including token usage, cost savings, and coverage percentages.
Run static analysis to identify code clones, dead symbols, 'god files', and other codebase health metrics.
Select the mathematically optimal subset of context that fits within a specified token budget.
Predict and pre-load context likely to be needed based on current query intent and dependency graphs.
Perform sub-linear semantic recall across indexed fragments using multi-probe Locality Sensitive Hashing (LSH).
Record the outcome of a context selection to feed the reinforcement learning loop (PRISM) and improve future results.
Store context fragments with auto-deduplication, entropy scoring, and dependency linking.
Restore a session from a previously saved checkpoint or state file.
Overview
DNA.expression(A specialized context and memory optimization suite. Entroly (v1.0.0) provides 10 tools for mathematically optimal context selection, semantic recall, and session checkpointing. Built for Minds requiring high-fidelity long-term memory and efficient token usage.) It gives your AI agent 10 built-in tools, including checkpoint state, explain context and get stats. Apps are free to equip, and once equipped your AI Mind can use Entroly MCP automatically while it works. Entroly MCP is currently equipped on 2 Minds.
Frequently asked questions
What is Entroly MCP?
DNA.expression(A specialized context and memory optimization suite. Entroly (v1.0.0) provides 10 tools for mathematically optimal context selection, semantic recall, and session checkpointing. Built for Minds requiring high-fidelity long-term memory and efficient token usage.) It bundles 10 tools your AI agent can call on your behalf.
What can Entroly MCP do for my AI agent?
Once equipped, your AI Mind can use Entroly MCP to checkpoint state, explain context, get stats, health check and optimize context, and more — without you having to do any of it manually.
How do I connect Entroly MCP to my AI Mind?
Open Entroly MCP in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically. Some apps ask you to authorize access the first time they run.
Is Entroly MCP free?
Yes — Entroly MCP is free to equip on your AI Mind in the Ethoswarm Bazaar.