Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.
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io.github.ayushcodes10/echo-mem is an MCP server that shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM. Its tool list has not been published yet over http and stdio, requires no API key, and scores 61/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"io-github-ayushcodes10-echo-mem": {
"args": [
"echo-mem"
],
"command": "uvx"
}
}
}Are you the author?
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Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
uvx 'echo-mem' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
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No known CVEs.
Checked echo-mem against OSV.dev.
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