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agentmemory-agents — Claude Code skill: what it does, how to install

Guides coding agents on linking the memory server via agentmemory connect. It safely merges host configurations without wiping existing MCP servers.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add rohitg00/agentmemory --skill agentmemory-agents -a claude-code
Open on GitHub

What agentmemory-agents does

The skill provides step-by-step instructions for wiring agentmemory into host coding agents. Running agentmemory connect <agent> merges the memory server into the target agent configuration while preserving existing servers. While REST serves as the underlying protocol, the adapter configures a stdio MCP bridge for environments that only support MCP.

After running the command, you must reload the host tools or restart the session. For instance, Claude Code requires running /mcp. If an adapter outputs manual instructions instead of finishing automatically, the setup remains incomplete, requiring an authorized save and recall check.

Native Windows environments run the memory server but do not support the connect command. Windows users must use WSL2 instead.

What it helps with

  • merge the agentmemory server into host configuration files
  • preserve existing MCP servers during setup
  • configure the stdio MCP bridge for REST-incompatible hosts
  • troubleshoot wrong configuration paths generated by connect adapters

Example prompts for the agent

  • Connect agentmemory to Claude Code using the connect command
  • Which host agents are supported by agentmemory connect?
  • Fix the host configuration path after agentmemory connect failed

How to install agentmemory-agents

1Skills CLI (Vercel)

npx skills add rohitg00/agentmemory --skill agentmemory-agents -a claude-code

2Manually: put the files in place

~/.claude/skills/agentmemory-agents/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/agentmemory-agents/

From the same set11

The whole set →
remember rohitg00 Saves insights, decisions, and learnings to agentmemory long-term storage with concept tags so agents can retrieve them later. Claude Code CX Codex Cursor +1 14,000installs recall rohitg00 Searches past observations, sessions, and learnings through agentmemory. Use it to recover context when you need to know what a project already covered. Claude Code CX Codex Cursor +1 13,900installs forget rohitg00 Deletes selected durable memories from agentmemory after explicit confirmation. Useful when scrubbing secrets or obsolete notes. Claude Code CX Codex Cursor +1 13,800installs session-history rohitg00 Shows recent project sessions as a clean timeline. Use it to recover past decisions, observations, and session status. Claude Code CX Codex Cursor +1 13,800installs commit-history rohitg00 Lists git commits linked to agent sessions with optional filters for branch, repo, and limit. Claude Code CX Codex Cursor +1 13,700installs handoff rohitg00 Resumes the latest agent session for the current directory and surfaces any unanswered questions first. Claude Code CX Codex Cursor +1 13,400installs agentmemory-mcp-tools rohitg00 Index of every agentmemory MCP tool with its parameters and workflows. Helps agents pick the right memory tool and format valid arguments. Claude Code CX Codex Cursor +1 10,900installs agentmemory-config rohitg00 This skill helps configure local agentmemory and check its MCP connection. Use it to enable features, inspect authentication, or diagnose a connection failure. Claude Code CX Codex Cursor +1 10,900installs

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Questions about agentmemory-agents

How do I install agentmemory-agents in Claude Code?

Run npx skills add rohitg00/agentmemory --skill agentmemory-agents -a claude-code in your terminal. This places the skill file into ~/.claude/skills/agentmemory-agents/SKILL.md.

What does agentmemory-agents do?

It instructs the agent on how to wire the memory server into supported host environments using agentmemory connect <agent>. It covers configuration merging, tool reloading, and stdio MCP bridge setup.

Can I use agentmemory connect on Windows?

Native Windows runs the memory server, but the connect command is not supported there. You must run the setup inside WSL2.

Source text

SKILL.md · Apache-2.0 
---
name: agentmemory-agents
description: How agentmemory wires into host coding agents via the connect command. Use when installing agentmemory into a specific agent, when asked which agents are supported, or when a connect adapter writes the wrong config path.
user-invocable: false
---

`agentmemory connect <agent>` merges the memory server into a host agent's config and preserves any existing servers. REST is the underlying protocol; for MCP-only hosts the adapter wires the stdio MCP bridge.

## Quick start

```bash
agentmemory connect claude-code   # or cursor, codex, gemini-cli, ...
```

After wiring, restart the host or run its MCP reload (for example `/mcp` in Claude Code, or a new session after `devin mcp list` in Devin CLI) so it picks up the server. Then confirm the agent lists agentmemory's tools.

Devin CLI and Devin Desktop can also install the whole plugin with `devin plugins install rohitg00/agentmemory#plugin`, which adds the skills, the MCP server, and the capture hooks in one step. Cloud Devin sessions cannot reach a local agentmemory server, so the plugin is for local sessions only.

## Workflow

1. Detect the calling agent. If unknown, ask which host to configure before changing files.
2. Run `agentmemory connect <name>` using a name from the table in REFERENCE.md.
3. Read the command result: an adapter that prints manual setup instructions has not completed installation. Restart the configured host, inspect its actual tool inventory, and perform an authorized save/recall check. A native memory provider and an MCP connection are separate surfaces (see [TROUBLESHOOTING.md](TROUBLESHOOTING.md)).

## Notes

- Skills install separately: `npx [email protected] add rohitg00/agentmemory --agent hermes-agent --skill '*'` or use `--agent openclaw`. Choose the intended host; add `--global` only for a user-wide installation. Verify skill discovery and read a skill's local support file in that host.
- Windows: use WSL2. Native Windows runs the server but `connect` is not supported there.

## See also

- agentmemory-mcp-tools, agentmemory-rest-api, agentmemory-hooks.

## Reference

The full adapter list with display names and protocol notes lives in REFERENCE.md, generated from `src/cli/connect/`.

© rohitg00 · Apache-2.0 · rohitg00/agentmemory

See also

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