SAME gives every AI coding tool persistent memory. Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI — one memory layer that works everywhere. It
Statelessagent MCP server exists for a simple reason — assistants are far more useful when they can act on Statelessagent directly instead of describing what you should do. SAME gives every AI coding tool persistent memory. Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI — one memory layer that works everywhere. It indexes your markdown notes, surfaces relevant context automatically, and records.
The server ships on npm as same, 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.
Once Statelessagent is connected, these are the calls the assistant has available:
Dual — layer memory** -- Extracts atomic facts from your notes via LLM. Facts are independently searchable and boost source notes in search results. TheMetric — ValueMRR — 0.65 keyword, 0.62 semanticsearch_notes — Semantic search across your knowledge basesearch_notes_filtered — Search with domain/tag/agent filterssearch_across_vaults — Federated search across multiple vaultsget_note — Read full note content by pathfind_similar_notes — Discover related notesget_session_context — Pinned notes + latest handoff + git staterecent_activity — Recently modified notessave_note — Create or update a notesave_decision — Log a structured project decisionYou will need one environment variable: VAULT_PATH. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
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. Statelessagent's toolset — Dual, Metric, MRR and 11 more — is a fair guide to whether it matches your workflow. It is maintained by sgx-labs; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Statelessagent's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| Dual | layer memory** -- Extracts atomic facts from your notes via LLM. Facts are independently searchable and boost source notes in search results. The right answer surfaces even when the fact is buried in an unrelated convers |
| Metric | Value |
| MRR | **0.65** keyword, **0.62** semantic |
| search_notes | Semantic search across your knowledge base |
| search_notes_filtered | Search with domain/tag/agent filters |
| search_across_vaults | Federated search across multiple vaults |
| get_note | Read full note content by path |
| find_similar_notes | Discover related notes |
| get_session_context | Pinned notes + latest handoff + git state |
| recent_activity | Recently modified notes |
| save_note | Create or update a note |
| save_decision | Log a structured project decision |
| create_handoff | Write a session handoff |
| reindex | Re-scan and re-index the vault |
{
"mcpServers": {
"statelessagent": {
"command": "npx",
"args": ["-y", "same"],
"env": {
"VAULT_PATH": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| VAULT_PATH | 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.