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LLMSlim memory

Long-term memory and context fitting for agents, with no LLM in the loop.

Connector by Thanatos9404 · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 21
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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/thanatos9404-llmslim

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.

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About

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

Use cases: agent-memory, knowledge-base

Reviews

Write a review

No 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 Oct 25, 2026.

Tools
3 read · 2 write · 2 delete · 1 not yet classified
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Tools by what they do 8

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • fit_context
  • list_memories
  • recall

Write 2 · Create, change, send or run things.

  • remember
  • submit

Delete 2 · Delete, drop, revoke or wipe things.

  • bash
  • forget

Not yet classified 1 · We could not tell from the name and description.

  • new_tool

Secrets and settings it asks for

Other settings (environment variables or headers).

  • LLMSLIM_AGENT_ID
  • LLMSLIM_MEMORY_DB
  • LLMSLIM_USER_ID

Network hosts it talks to 51

  • agent-plugins.org · found in code
  • ai-sdk.dev · found in code
  • api-js.mixpanel.com · found in code
  • api.anthropic.com · found in code
  • api.exa.ai · found in code
  • api.example.test · found in code
  • api.openai.com · found in code
  • api.smith.langchain.com · found in code
  • api.tokenfactory.nebius.com · found in code
  • arxiv.org · found in code
  • auth0.com · found in code
  • cartesia.ai · found in code
  • claude.com · found in code
  • code.claude.com · found in code
  • descope.com · found in code
  • docs.astral.sh · found in code
  • docs.sarvam.ai · found in code
  • doi.org · found in code
  • download.pytorch.org · found in code
  • exa.ai · found in code
  • fastapi.tiangolo.com · found in code
  • github.com · found in code
  • glama.ai · found in code
  • gptme.org · found in code
  • hermes-agent.nousresearch.com · found in code
  • honeycomb.io · found in code
  • huggingface.co · found in code
  • json.org · found in code
  • llmslim.app · found in code
  • mixpanel.com · found in code
Show 21 more hosts
  • mongodb.com · found in code
  • neo4j.com · found in code
  • openai.com · found in code
  • openapi.vercel.sh · found in code
  • producthunt.com · found in code
  • pulumi.com · found in code
  • pydantic.dev · found in code
  • raw.githubusercontent.com · found in code
  • sarvam.ai · found in code
  • sentry.io · found in code
  • snyk.io · found in code
  • ui.shadcn.com · found in code
  • zendesk.com · found in code
  • zoho.com · found in code
  • zohoapis.ca · found in code
  • zohoapis.com · found in code
  • zohoapis.com.au · found in code
  • zohoapis.eu · found in code
  • zohoapis.in · found in code
  • zohoapis.jp · found in code
  • zohoapis.sa · found in code

Files it touches

  • /etc/claude-code/managed-settings.json
  • /opt/homebrew/bin
  • Your home directory (~)
  • ~/.config/gptme/config.toml
  • ~/.cursor/mcp.json
  • ~/.hermes/config.yaml
  • ~/.llmslim/memory.db

Tools (8)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • bash

    Run one bash command in /testbed and return its output and exit code.

  • fit_contextFit context

    Shrink a long text (a document, log or tool output) to a token budget, keeping the parts that answer the query, in their original order. Text that already fits comes back unchanged. Args: text: The text to shrink. budget: Most tokens to return. query: Optional question; the parts that answer it are kept first.

  • forgetForget

    Delete one stored message by its id (from `remember` or `list_memories`). This cannot be undone. Args: memory_id: The id of the message to delete.

  • list_memoriesList memories

    List the most recently stored messages with their ids, newest first. Args: limit: How many to list, at most 100. session: Optional conversation id to list only that conversation.

  • new_tool
  • recallRecall

    Find what earlier conversations said about a question: the stored messages that answer it, whole and under their dates, within a token budget. Args: query: The question, e.g. the user's latest message. budget: Most tokens to return. Defaults to the server's budget. session: Optional conversation id to search only that conversation.

  • rememberRemember

    Store a message in long-term memory, word for word. Args: text: The message to keep, in the speaker's own words. role: Who said it: "user" (default) or "assistant". session: Optional id of the conversation it belongs to. Messages without one are grouped by day.

  • submit

    Finish: your current changes to the repository are the final answer.

Signals

Stars
21
Forks
3
Open issues
0
Contributors
3
Weekly downloads
698
Last commit
Oct 24, 2026 (7 days ago)
Last release
Oct 17, 2026 (13 days ago)
Last package publish
Oct 17, 2026 (13 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.Thanatos9404/llmslim
Version
0.11.1
Auth
No auth
Packages
pypi llmslim
License
MIT
Repository
github.com/Thanatos9404/llmslim
Website
llmslim.app
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

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Cite this page

LLMSlim memory MCP server. Agent Mart. https://agentmart.dev/connectors/thanatos9404-llmslim (last updated 2026-10-24)