Agentmemory Agents
- 6.5k installs
- 26.6k repo stars
- Updated August 3, 2026
- rohitg00/agentmemory
agentmemory-agents is an agent skill: How agentmemory wires into host coding agents via the connect command. Use when installing agentmemory into a specific agent, when asked whi
About
The agentmemory-agents skill explains how agentmemory wires into host coding agents through agentmemory connect. REST is the underlying protocol; MCP-only hosts use the stdio MCP bridge adapter. Quick start runs agentmemory connect for claude-code, cursor, codex, gemini-cli, and other supported names listed in generated REFERENCE.md. After wiring, restart the host or run MCP reload so the full tool set appears; only seven tools usually means the MCP shim cannot reach the server. The workflow detects the calling agent, defaults to claude-code when unknown, runs connect with a supported adapter name, and verifies tool visibility. Action skills like remember and recall install separately via npx skills add; connect exposes tools while skills teach when to invoke them. Windows requires WSL2 because native Windows runs the server but connect is unsupported. Cross-links cover mcp-tools, rest-api, hooks, and shared troubleshooting guidance for missing observations.
- agentmemory connect merges memory server config without dropping existing MCP servers.
- REST is primary; MCP-only hosts use stdio bridge adapters from REFERENCE.md.
- Verify full tool set after connect; seven tools signals shim connectivity failure.
- Action skills install separately; connect exposes tools while skills teach timing.
- Windows connect requires WSL2; native Windows supports server only.
Agentmemory Agents by the numbers
- 6,481 all-time installs (skills.sh)
- +684 installs in the week ending Aug 5, 2026 (Skillselion tracking)
- Ranked #119 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
agentmemory-agents capabilities & compatibility
- Capabilities
- agentmemory agents documented workflow · quick start examples · reference parameter lookup · taxonomy aligned metadata · aeo discovery fields
- Use cases
- memory · orchestration
What agentmemory-agents says it does
How agentmemory wires into host coding agents via the connect command. Use when installing agentmemo
npx skills add https://github.com/rohitg00/agentmemory --skill agentmemory-agentsAdd your badge
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| Installs | 6.5k |
|---|---|
| repo stars | ★ 26.6k |
| Last updated | August 3, 2026 |
| Repository | rohitg00/agentmemory ↗ |
How do I run agentmemory-agents correctly without guessing steps, tools, or parameters?
Wire agentmemory into host coding agents via connect while preserving existing MCP configuration.
Who is it for?
Teams using agentmemory-agents when SKILL.md triggers match the user request.
Skip if: Skip when the task is outside agentmemory-agents documented triggers or sibling skill scope.
When should I use this skill?
User mentions agentmemory-agents, related trigger phrases, or asks to follow this SKILL.md workflow.
What you get
Completed agentmemory-agents workflow with outputs and checks defined in SKILL.md.
- agentmemory-agents output per SKILL.md
By the numbers
- Stage build/agent-tooling
- Category AI & Agent Building
- Complexity intermediate
Files
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
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) so it picks up the server. Then confirm the agent lists agentmemory's tools.
Workflow
1. Detect the calling agent. If unknown, default to claude-code. 2. Run agentmemory connect <name> using a name from the table in REFERENCE.md. 3. Verify: the host should show the full tool set with a server running. Only 7 tools means the MCP shim could not reach a server (see ../_shared/TROUBLESHOOTING.md).
Notes
- The action skills (remember, recall, and the rest) are installed separately with
npx skills add rohitg00/agentmemory.connectmakes tools available; skills teach the agent when to use them. - Windows: use WSL2. Native Windows runs the server but
connectis 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/.
agentmemory connect adapters reference
Generated from src/cli/connect/index.ts. Do not edit the block below by hand; run npm run skills:gen after adding or removing an adapter.
<!-- AUTOGEN:agents START - generated by scripts/skills/generate.ts, do not edit by hand --> agentmemory connect <agent> wires the memory server into a host agent. 18 adapters:
| Agent | Name | Protocol |
|---|---|---|
| Antigravity | antigravity | Using MCP via mcp_config.json. Antigravity replaces Gemini CLI (sunset 2026-06-18). |
| Claude Code | claude-code | Using MCP. Hooks are also available, see https://github.com/rohitg00/agentmemory#claude-code-one-block-paste-it. |
| Cline | cline | Using MCP via ~/.cline/mcp.json (CLI). VS Code users: add the same block via Cline Settings → MCP Servers → Edit JSON. |
| Codex CLI | codex | Using MCP. Hooks ship via the Codex plugin; on Codex Desktop, also pass --with-hooks to install the global hooks.json workaround for openai/codex#16430. |
| Continue | continue | Using MCP via ~/.continue/config.yaml (preferred) or config.json (legacy, only when no yaml). |
| GitHub Copilot CLI | copilot-cli | Using MCP. Install the plugin too for full hooks/skills coverage. |
| Cursor | cursor | Using MCP (the only protocol Cursor speaks). Memory bridge runs at :3111 underneath. |
| Droid (Factory.ai) | droid | Using MCP via ~/.factory/mcp.json. The /mcp slash command inside droid lists configured servers. |
| Gemini CLI | gemini-cli | Using MCP (the only protocol Gemini CLI speaks). Memory bridge runs at :3111 underneath. |
| Hermes Agent | hermes | Using MCP. Hooks are also available, see https://github.com/rohitg00/agentmemory/tree/main/integrations/hermes. |
| Kiro | kiro | Using MCP via ~/.kiro/settings/mcp.json (user-level). Workspace overrides live in .kiro/settings/mcp.json. |
| OpenClaw | openclaw | Using MCP. Hooks are also available, see https://github.com/rohitg00/agentmemory/tree/main/integrations/openclaw. |
| OpenCode | opencode | Using MCP via ~/.config/opencode/opencode.json (top-level mcp key). For full auto-capture, also install the bundled plugin in plugin/opencode/. |
| OpenHuman | openhuman | Using native hooks (REST API at :3111). MCP not required. |
| pi | pi | Using native hooks (REST API at :3111). MCP not required. |
| Qwen Code | qwen | Using MCP via ~/.qwen/settings.json. Qwen Code's hook system can also be wired separately, see docs. |
| Warp | warp | Using MCP via ~/.warp/.mcp.json. Skills auto-discover from .claude/skills/ if the Claude Code plugin is also installed. |
| Zed | zed | Using MCP via ~/.config/zed/settings.json (key: context_servers). |
<!-- AUTOGEN:agents END -->
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agentmemory-agents implements its own SKILL.md workflow rather than a generic substitute skill.
FAQ
Who is agentmemory-agents for?
Agents and developers following the agentmemory-agents SKILL.md guidance.
When should I use agentmemory-agents?
When user intent matches description triggers and quick start scenarios.
Is agentmemory-agents safe to install?
Review the Security Audits panel before production shell or network use.