MCP server for Recollect
Project description
recollect-mcp
MCP server that gives AI assistants persistent, human-like memory via the Recollect SDK.
Install
pip install recollect-mcp
Usage
# stdio transport (default)
recollect-mcp
# streamable-http transport (production)
recollect-mcp --transport http
MCP Client Config
Add to .mcp.json or claude_desktop_config.json:
{
"mcpServers": {
"memory": {
"command": "recollect-mcp",
"args": []
}
}
}
Tools
| Tool | Description |
|---|---|
remember |
Store an experience as a memory trace with LLM-extracted patterns |
recall |
Retrieve relevant memories for a query within a token budget |
pin |
Promote a memory so it resists decay |
unpin |
Remove promotion from a previously pinned memory |
forget |
Weaken or remove a memory trace |
Resources
| Resource | Description |
|---|---|
primer |
Relational graph built from extracted persona facts |
facts |
Raw persona facts with temporal weighting |
health |
Server and database health status |
Requirements
- Python 3.12+
- PostgreSQL 17 with pgvector
ANTHROPIC_API_KEYenvironment variable (for LLM pattern extraction)
Sessions are managed server-side -- no session configuration needed from the client.
License
See LICENSE for details.
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