JinyangWang27/people-context

Overview

Local-first memory for AI agents about the people in your life. Provides an MCP server and CLI backed by SQLite. Data stays on-device and never phones home.

Best for

Best for
Developers who want private, local people memory for their AI agents.

Use cases

• Give AI agents persistent memory of personal relationships
• Query people context locally via MCP or CLI
• Keep relationship data private on your own machine

How to use

Install

uvx --from people-context people-context

Tools exposed

• resolve_person
• get_relationship_graph
• find_connection
• remember

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, Codex, OpenClaw

Example client config

{\n  "mcpServers": {\n    "people-context": {\n      "command": "uvx",\n      "args": ["--from", "people-context", "people-context"]\n    }\n  }\n}

Notes

Local-first memory for AI agents about the people in your life. Provides an MCP server and CLI backed by SQLite. Data stays on-device and never phones home.

30 stars on GitHub. Last updated 2026-09-16. Licensed MIT.

Use cases

• Give AI agents persistent memory of personal relationships
• Query people context locally via MCP or CLI
• Keep relationship data private on your own machine

Pros

• Local-first with no cloud dependency
• Simple SQLite storage
• MCP server integrates with agent tooling

Cons

• Small project with 30 stars, limited community
• Focuses only on people context, not general memory
• Requires self-hosting and manual setup

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.