Mismem
Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)
Connector by lucasmella-stack · GitHub account verified by the MCP Registry
Chalk Labs
Need help deploying Mismem?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.
npx agentmarket install connector/lucasmella-stack-mismem
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this server can do and what it asks for, from its tool list, install config and code. Checked Nov 1, 2026.
- Tools
- 4 read · 5 write · 1 delete · 6 not yet classified
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Node.js package
Tools by what they do 16
Read from the source code; the running server may list different tools.
Read 4 · Look things up without changing anything.
mem_get_observationmem_searchmem_suggest_topic_keyrecall
Write 5 · Create, change, send or run things.
mem_savemem_save_promptmem_session_startmem_updatereinforce
Delete 1 · Delete, drop, revoke or wipe things.
forget
Not yet classified 6 · We could not tell from the name and description.
captureconsolidatecrystallizemem_contextmem_session_endmem_session_summary
Secrets and settings it asks for
Other settings (environment variables or headers).
MISMEM_DB
Network hosts it talks to 3
api.deepseek.com· found in codegithub.com· found in codeopenrouter.ai· found in code
Files it touches
- Your home directory (~)
Tools (16)
Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].
captureSave a verbatim episode (raw, time-stamped). Lossy by design — episodes are pruned after consolidation.
consolidateDistill N episodes into a single memory (gist + details). Marks episodes as consolidated.
crystallizePromote a recurring pattern across memories into a trait (Soul Mirror). Increments strength on repeat.
forgetPrune consolidated old episodes and low-salience memories. Defaults to dry_run=true.
mem_context[engram-compat] Recent session context. Returns latest N episodes (any scope or filtered).
mem_get_observation[engram-compat] Fetch full untruncated content of an observation by ID (episode|memory|trait).
mem_save[engram-compat] Save a memory. Maps to capture(). Use 'scope' or fallback to 'project'/'personal'.
mem_save_prompt[engram-compat] Save user prompt for context. Maps to capture(scope='prompts').
mem_search[engram-compat] Hybrid search: FTS5 across all layers plus semantic ranking for memories.
mem_session_end[engram-compat] No-op acknowledgement (use mem_session_summary instead).
mem_session_start[engram-compat] No-op acknowledgement (misMEM is stateless per call).
mem_session_summary[engram-compat] Save end-of-session summary. Maps to capture(scope='session').
mem_suggest_topic_key[engram-compat] Heuristic suggestion: 'category/slug' from title + content.
mem_update[engram-compat] Update by id: tries memories.gist, then traits.name, else appends a new episode referencing the original.
recallHybrid search: FTS5 across all layers plus semantic ranking for memories. Reinforces returned memories (Hebbian) unless MISMEM_REINFORCE_ON_RECALL=off.
Show 1 more tools
reinforceMark memories as actually used in an answer (Hebbian). Use with MISMEM_REINFORCE_ON_RECALL=off so salience tracks use, not appearance.
Signals
- Stars
- 3
- Forks
- 0
- Open issues
- 0
- Weekly downloads
- 19
- Last commit
- Oct 23, 2026 (9 days ago)
- Last release
- Oct 23, 2026 (9 days ago)
- Last package publish
- Jul 28, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Registry name
io.github.lucasmella-stack/mismem- Version
- 0.2.0
- Auth
- No auth
- Packages
- npm @lucasmella/mismem
- License
- MIT
- Repository
- github.com/lucasmella-stack/misMEM
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get Mismem running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
Mismem MCP server. Agent Mart. https://agentmart.dev/connectors/lucasmella-stack-mismem (last updated 2026-10-24)