When developers build complex software with terminal tools like Claude Code CLI or IDE assistants like Cursor and Windsurf, one recurring frustration stalls momentum: context resets.
Every time you launch a new terminal session or open a new chat tab, the coding agent forgets past architectural decisions, repository conventions, and PR review comments. You find yourself re-explaining the codebase over and over.
ClawDB Model Context Protocol (MCP) adapter bridges local coding environments with a sub-millisecond persistent memory layer, allowing agents to retain context across days and restarts.
1. The Context Loss Problem in Terminal & IDE Agents
Standard LLM sessions are ephemeral. While vector indexes can retrieve snippets of source files, they lack cross-session cognitive continuity. They don't remember why a specific refactoring pattern was chosen or which API endpoints are deprecated.
2. How ClawDB Hosted MCP Gateway Solves Context Drift
ClawDB provides native support for Anthropic's Model Context Protocol (MCP). By running a tiny local stdio adapter or connecting directly to ClawDB's Hosted MCP Gateway (https://mcp.clawdb.dev/v1), your agent gets sub-millisecond retrieval of all past decisions across terminal runs.
3. Step-by-Step: Claude Code CLI Configuration
Open your global Claude configuration file at ~/.claude.json (or ~/.config/Claude/claude_desktop_config.json) and add the @clawdb/mcp-adapter package:
{
"mcpServers": {
"clawdb-code-memory": {
"command": "npx",
"args": ["-y", "@clawdb/mcp-adapter@latest"],
"env": {
"CLAWDB_API_KEY": "claw_live_YOUR_API_KEY"
}
}
}
}4. Step-by-Step: Cursor IDE Configuration
For Cursor IDE, open ~/.cursor/mcp.json and paste the configuration block:
{
"mcpServers": {
"clawdb": {
"command": "npx",
"args": ["-y", "@clawdb/mcp-adapter@latest"],
"env": {
"CLAWDB_API_KEY": "claw_live_YOUR_API_KEY"
}
}
}
}5. Verifying Cross-Session Memory Persistence
Start a coding session and instruct your agent to remember a repository decision:
claude "Remember that all database queries in this workspace must use parameterized queries via Kysely DB builder."Close your terminal. Re-open Claude Code CLI in a completely different directory or session 3 days later, and ask:
claude "How do we execute database queries in this codebase?"Claude Code will query ClawDB over MCP in under 0.38ms, recalling the exact parameterized Kysely rule automatically!