What is people-context?
people-context is a MCP server by JinyangWang27 that local-first memory about the people in your life: identity resolution, relationships, facts, interactions, reminders and communication guidance. It is listed under Knowledge & memory and has 58 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | JinyangWang27 |
| Repository | JinyangWang27/people-context |
| Popularity | 58 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (96/100) |
| Rank | #812 of 4,418 MCP servers; #85 in Knowledge & memory |
| License | MIT |
| Last commit | 2026-10-13 |
| Runs | Locally |
| Language | Python |
| Platforms | macOS, Windows, Linux |
Is people-context safe to install?
people-context scores 96/100 on the MCPMods security check: Low risk. No checks raised a concern. It passed 5 of 6 checks.
MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.
| Check | Result |
|---|---|
| Community-built server | Note |
| Runs on your machine only | Pass |
| No credentials mentioned | Pass |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install people-context?
- Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
https://github.com/JinyangWang27/people-context
- Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
claude mcp add people-context -- <command from README> claude mcp add --transport http people-context <server-url>
- Check it connected. This lists your MCP servers and their status.
claude mcp list
Or ask Claude to set it up
Paste this into Claude Code and it installs people-context for you:
Add the "people-context" MCP server from https://github.com/JinyangWang27/people-context to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.