anneal-memory adds structural defenses at the citation layer that the systems surveyed below don't ship. Patterns earn promotion through cited
anneal-memory adds structural defenses at the citation layer that the systems surveyed below don't ship. Patterns earn promotion through cited episode evidence with lexical-overlap explanation-grounding, fabricated citations get demoted. Exposed over MCP by the anneal memory mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.
The server ships on PyPI as anneal-memory, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
This sits in the knowledge and memory group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. It is maintained by phillipclapham; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
{
"mcpServers": {
"anneal-memory": {
"command": "uvx",
"args": ["anneal-memory"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
A knowledge graph your assistant keeps between sessions — entities, relations and observations that persist.
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Your workspace, on speaking terms with AI — search, read and write Notion pages and databases.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
Chat with your second brain — search, read and write vault notes through the Local REST API.