About Synapse Memory MCP
Synapse Memory MCP is an MCP server in the RAG category: synapse: a local-first, private Universal AI Memory layer exposed over the Model Context Protocol (MCP). Gives any AI client persistent, semantic, cross-tool memory via stdio and Streamable HTTP, backed by SQLite + sqlite-vec and on-device embeddings. Ships with an animated Next.js dashboard and live agent playground.
Install
git clone https://github.com/bhattapankaj/synapse-memory-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (6)
build_contextSynthesize a ready-to-inject context block for a query.
Parameters not published.
forgetDelete a memory by `id`.
Parameters not published.
get_relatedFind memories semantically related to an `id` (powers the graph).
Parameters not published.
list_memoriesList the most recent memories.
Parameters not published.
recallSemantic search over memories (`query`, optional `limit`).
Parameters not published.
rememberStore a memory durably (`content`, optional `tags`, `source`).
Parameters not published.
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