MeMesh — Local memory for Claude Code and MCP coding agents. One SQLite file, zero cloud required.
MeMesh — Local memory for Claude Code and MCP coding agents. One SQLite file, zero cloud required.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| remember | Store knowledge with observations, relations, and tags |
| recall | FTS5 + sqlite-vec search with multi-factor scoring (relevance, recency, frequency, confidence, recall impact) — no LLM in the hot path |
| forget | Soft-archive (never deletes) or remove specific observations |
| consolidate | LLM-powered compression of verbose memories |
| export | Share memories as JSON between projects or team members |
| import | Import memories with merge strategies (skip / overwrite / append) |
| learn | Record structured lessons from mistakes (error, root cause, fix, prevention) |
| user_patterns | Analyze your work patterns — schedule, tools, strengths, learning areas |
| verify_agent_work | Persist a verification report for background-agent work; reality-checks claimed file changes against git diff |
{
"mcpServers": {
"claude-code-buddy": {
"command": "npx",
"args": ["-y", "@pcircle/memesh"],
"env": {
"MEMESH_AUTO_CAPTURE": "your-value",
"MEMESH_DB_PATH": "your-value",
"ANTHROPIC_API_KEY": "your-value",
"OPENAI_API_KEY": "your-value",
"OLLAMA_HOST": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| MEMESH_AUTO_CAPTURE | Configuration value read at startup. | Optional |
| MEMESH_DB_PATH | Filesystem location the server is allowed to use. | Optional |
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| OLLAMA_HOST | Endpoint or connection string the server talks to. | Optional |
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