Echo Memory MCP Server

Shared memory for AI agents, as a graph in your own database. What Claude Code learns, Cursor and Codex can recall. Every fact records who wrote it and when, and the server never calls a model to store one.

People who work with graph database, memory and postgres and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-17 · ★ 2 · #138 OF 304 MAINTAINED MEMORY · VERIFIED 2026-09-18

Apache-2.0 · Python servers · how we verify → /methodology

01 · Install Echo Memory

Claude Code

claude mcp add ayushcodes10-echo-mem --transport http https://api.echo-mem.com/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "ayushcodes10-echo-mem": {
      "url": "https://api.echo-mem.com/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

https://api.echo-mem.com/mcp

transport: streamable-http

endpoint alive - authentication required · probed 2026-09-18

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions · remote - your agent's requests go to api.echo-mem.com

endpoint auth requires authentication - rejected our unauthenticated MCP initialize

repo age created 2026-08-20 - young repo, little track record yet

license Apache-2.0 - declared in the repository

pypi package echo-mem - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.ayushcodes10 is GitHub-verified and matches the repo owner

03 · Who maintains Echo Memory

Echo Memory is maintained by ayushcodes10. It's the only MCP server we track from this author; the repo dates to Aug 2026.

04 · Facts

repository: github.com/ayushcodes10/echo-mem
website: https://echo-mem.com/
category: memory - ranked #138 of 304 actively-maintained memory servers as of 2026-09-18.
registry: io.github.ayushcodes10/echo-mem (active, first published 2026-09-12)
packages: pypi:echo-mem

05 · Echo Memory FAQ

What is Echo Memory?

Is Echo Memory still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-17. We re-verify nightly.

How do I install Echo Memory?

Run `uvx echo-mem`. You can also paste the ready-made client config above.

Does Echo Memory require authentication?

Yes - when we probed the endpoint on 2026-09-18, it rejected an unauthenticated MCP initialize; you'll need credentials to connect.

06 · Alternatives to Echo Memory

Alternatives to Echo Memory

Maintained memory servers if Echo Memory isn't the fit.

Pairs well with

Servers that cover what Echo Memory doesn't - only shown when the pairing reason fits the companion.

More memory MCP servers · Memocall · Omni Seek · Veritasgraph · Memory Arbiter MCP · Open Brain

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