codex-agent-mem vs everything
Side-by-side comparison to help you pick between these two MCP servers.
codex-agent-mem by MarceloCaporale | everything by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 21 | ★ 85,748 |
| 30d uses | — | — |
| Score | 43 | 77 |
| Official | — | ✓ |
| Categories | AI / LLM ToolsDeveloper ToolsProductivity | Developer ToolsAI / LLM ToolsOther |
| Language | Python | TypeScript |
| Last commit | this month | this month |
codex-agent-mem · Summary
Local-first MCP memory layer that compresses context packs with SQLite + FTS5 for multiple AI coding workflows.
everything · Summary
Official MCP test server exercising all protocol features for client builders.
codex-agent-mem · Use cases
- Improving context continuity in long-running AI coding workflows by maintaining persistent memory locally
- Reducing token usage in AI agents by compressing repeated operational context into smaller packs
- Creating auditable memory systems for sensitive development projects without external data transmission
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
codex-agent-mem · Install
Install codex-agent-mem via pip:
pip install codex-agent-memFor Claude Desktop, add to your config.json:
{
"mcpServers": {
"codex-agent-mem": {
"command": "codex-agent-mem",
"args": ["--read-only", "--profile", "minimal"]
}
}
}The server also supports stdio mode for other MCP-compatible clients with various runtime profiles (minimal, standard, full) and configuration options.
everything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything