Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
Connect Rlm Infinite Memory For Claude Code to Claude, Cursor or any other MCP client and it stops being a tab you switch to. Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper. The rlm infinite memory for claude code mcp server is what makes that connection.
Claude Code has a context window limit. When it fills up: - /compact wipes your conversation history - Previous decisions, insights, and context are lost - You repeat yourself. Claude makes the same mistakes. Productivity drops.
Because this one is hosted, setup is mostly authentication — you point your client at the endpoint and approve access. Nothing runs on your machine, so there is no runtime to keep patched.
The toolset is worth reading before you wire it up, because it tells you what the integration is really for:
Language — Hook messages default to English. Set RLM_LANG=fr for French or RLM_LANG=ja for Japanese:Configuration is passed through the environment: RLM_EMBEDDING_PROVIDER, RLM_LANG, RLM_CONTEXT_DIR. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
Among the knowledge and memory options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Rlm Infinite Memory For Claude Code's toolset — Language — is a fair guide to whether it matches your workflow. It is maintained by EncrEor; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| Language | Hook messages default to English. Set RLM_LANG=fr for French or RLM_LANG=ja for Japanese: |
{
"mcpServers": {
"rlm-claude": {
"command": "uvx",
"args": ["mcp-rlm-server"],
"env": {
"RLM_EMBEDDING_PROVIDER": "your-value",
"RLM_LANG": "your-value",
"RLM_CONTEXT_DIR": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| RLM_EMBEDDING_PROVIDER | Configuration value read at startup. | Optional |
| RLM_LANG | Configuration value read at startup. | Optional |
| RLM_CONTEXT_DIR | Filesystem location the server is allowed to use. | Optional |
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.