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Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.
Echo Memory is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Echo Memory to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
mcp add io.github.ayushcodes10/echo-mem https://api.echo-mem.com/mcpReview the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-09-26T21:15:04.992094Z",
"publishedAt": "2026-09-26T21:15:04.992094Z",
"statusChangedAt": "2026-09-26T21:15:04.992094Z"
}
},
"server": {
"name": "io.github.ayushcodes10/echo-mem",
"title": "Echo Memory",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://api.echo-mem.com/mcp",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"isSecret": true,
"isRequired": true,
"description": "Bearer <key>, from https://app.echo-mem.com — the hosted option, which needs no local database."
}
]
}
],
"version": "0.5.3",
"packages": [
{
"version": "0.5.3",
"transport": {
"type": "stdio"
},
"identifier": "echo-mem",
"registryType": "pypi",
"environmentVariables": [
{
"name": "ECHO_MEMORY_DATABASE_URL",
"isSecret": true,
"isRequired": true,
"description": "Postgres connection string. `echo-memory quickstart` starts a suitable database and prints this."
},
{
"name": "ECHO_MEMORY_USER_ID",
"isRequired": true,
"description": "Whose memory this is. Scopes every read and write."
},
{
"name": "ECHO_MEMORY_AGENT_ID",
"isRequired": true,
"description": "Which tool is writing: claude-code, cursor, codex, claude-desktop. Recorded on every fact, and what makes a cross-tool recall visible afterwards."
}
]
}
],
"repository": {
"url": "https://github.com/echo-mem/echo-mem",
"source": "github"
},
"websiteUrl": "https://echo-mem.com",
"description": "Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM."
}
}