Add managed long-term memory to LangGraph agents with LangMem SKILL.md skillA

Add managed long-term memory to LangGraph agents with LangMem from agentskillexchange/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add agentskillexchange/skills/Add managed long-term memory to LangGraph agents with LangMem@git:20260710.62afd0f

Pins git:20260710.62afd0f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
agentskillexchange/skills
Path
skills/add-managed-long-term-memory-to-langgraph-agents-with-langmem/SKILL.md
Versions recorded
2
Latest version
git:20260710.62afd0f, committed Jul 10, 2026
First version recorded
Jul 10, 2026
Size
1,718 bytes
Repository stars
62
License
MIT

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

## Prerequisites

Python, langmem, LangGraph or LangChain agent runtime, persistent store such as Postgres for production, LLM provider API key

## Installation

Use the upstream install or setup path that matches your environment:
- pip install -U langmem

Requirements and caveats from upstream:
- python

Basic usage or getting-started notes:
- Configure your environment with an API key for your favorite LLM provider:
- export ANTHROPIC_API_KEY="sk-..." # Or another supported LLM provider
- Here's how to create an agent that actively manages its own long-term memory in just a few lines:

- Source: https://github.com/langchain-ai/langmem
- Extracted from upstream docs: https://raw.githubusercontent.com/langchain-ai/langmem/HEAD/README.md

## Documentation

- https://langchain-ai.github.io/langmem/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/add-managed-long-term-memory-to-langgraph-agents-with-langmem/)

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add agentskillexchange/skills/Add managed long-term memory to LangGraph agents with LangMem@sha256:cd16e6ebeea3e6f8

The line at the top of this page pins the label git:20260710.62afd0f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2i3ohnfp33ys72sn.svg)](https://markdownregistry.com/a/art_2i3ohnfp33ys72sn)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, all committed on Jul 10, 2026. Its first recorded version is graded B and its latest A.

versioncommittedcommitsizeaudit
git:20260710.62afd0f latest2026-07-10 62afd0f 1,718 BA view · diff
git:20260710.29255102026-07-10 2925510 1,702 BB view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1718 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

agentskillexchange/skills · 62 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2i3ohnfp33ys72sn
GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/Add managed long-term memory to LangGraph agents with LangMem
GET https://markdownregistry.com/api/v1/blob/cd16e6ebeea3e6f8e890695b6adba56ad9b74de1f8e318070c1120a81df3de37

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