1. Conduid
  2. RAG
  3. Embedmind
MCP server · RAG

Embedmind

· github.com/rodrigoescorsim/embedmind

Persistent memory for AI agents — one local file, fast, no server. Vector + full-text + graph, via MCP + CLI. Built in Rust.

Unclaimed agent-memoryai-agentsembeddingsllmmcprustvector-search
InstallView source
34Low

Scored a month ago · breakdown

About Embedmind

Embedmind is an MCP server in the RAG category: persistent memory for AI agents — one local file, fast, no server. Vector + full-text + graph, via MCP + CLI. Built in Rust.

Install

From source
git clone https://github.com/rodrigoescorsim/embedmind

This 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 (5)

forgetDelete one memory by id (delete-by-query/age is planned).

Parameters not published.

recallHybrid search (vector + full-text + recency, RRF-fused) over everything remembered, best match first with scores. `filters: {key: value}` narrows by metadata, `agent` by writing agent, and `expand_related: true` also pulls each hit's related memories as connected context.

Parameters not published.

relatedNavigate the memory graph: one memory's relations (both directions, with kind, including `supersedes`), or every memory tagged with an entity.

Parameters not published.

rememberStore a memory (text + metadata; embedded and indexed automatically, long text chunked transparently). Optionally tag explicit `entities` and typed `relations` to earlier memories, or `supersedes: [id]` to retire an older memory as a correction. Flags near-duplicates of live, unsuperseded memories at write time.

Parameters not published.

statsFile size, live/forgotten counts, index health, and a per-agent provenance breakdown.

Parameters not published.

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Questions

About Embedmind

How do I install Embedmind?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Embedmind safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Embedmind still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.