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MCP Memory

MCP Memory

by PascalNoisette
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

MCP Memory — Open code / Kilo Code Session Recall

MCP server providing read-only access to Kilo Code and Opencode server conversations stored in the local SQLite database. Query projects, list sessions, read conversation history, and search across all messages with keyword recall.

Available Tools

Tool

Description

list_projects

List all Kilo Code projects

list_sessions

List sessions within a project (paginated)

read_messages

Read conversation messages from a session (paginated)

recall_session

Full-text keyword search across all session messages

Related MCP server: Conversation Search MCP Server

Quick start : MCP Client Configuration

mkdir -p /home/opencode/workspace/
cd /home/opencode/workspace/
git clone github.com/PascalNoisette/netpascal_mcp_memory
pip install -r requirements.txt
{
  "mcp": {
    "servers": {
      "memory": {
        "type": "local",
        "enabled": true,
        "command": [
          "python3",
          "/home/opencode/workspace/netpascal_mcp_memory/server.py"
        ],
        "environment": {
          "DATABASE_PATH": "/home/opencode/.local/share/opencode/opencode.db:rw",
          "SERVER_NAME":"memory"
        }
      }
  }
}

Environment variables:

  • DATABASE_PATH (required) Primary opencode DB path.

  • SERVER_NAME (required) Unique tag for this MCP instance (e.g. 'prod', 'dev').

  • FTS_DB_PATH (optional) Shared FTS5 index path, otherwise DATABASE_PATH is used with a default suffix

Architecture

MCP read primary opencode database (via DATABASE_PATH) and writes to a shared FTS index (via FTS_DB_PATH). The SERVER_NAME env var identifies this instance so that rows in the shared FTS index are tagged and can be filtered.

┌────────────────────────────────────┐ 
│  MCP instance                      │s
│  SERVER_NAME=memory                │
│                                    │
│  DB:             (opencode.db)     │
│                       │            │ 
│  ┌────────┐           │            │
│  │  part  │───────────┼────────────┤─────────────────────────────
│  └────────┘           │            │                             │
│  ┌────────┐           │            │                             │
│  │session │────────── ┼            │                             │
│  └────────┘                        │                             │
└────────────────────────────────────┘                             │            
                                                                   │
FTS Database created (opencode.db_fts.db)                          │
┌──────────────────────────────────────────────────────────────┐   │
│  part_fts  (FTS5)  ← includes a "server" column for tagging  │ ◄─┘
│  part_fts_meta (per-server watermarks)                       │
└──────────────────────────────────────────────────────────────┘

This server cannot be deployed

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