CONTINUUM

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CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects, and a hash-chained tamper-evident event log, all exposed as a deny-by-default MCP server. Framework-agnostic, Python 3.11+

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

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Repository: github.com/Under-Research-Labs/CONTINUUM
License: Apache-2.0
Last update: 2026-11-14
GitHub stars: ★ 27
Homepage: continuum-nu-six.vercel.app

a2a agent-framework ai-agents checkpointing claude-code crash-recovery durable-execution fault-tolerance good-first-issue hacktoberfest langchain langgraph

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github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.