FRENES

Memory and knowledge · MCP server

Engram (rwnalds): MCP server, setup and security

Engram (rwnalds) is an open-source MCP server that lets an AI agent search git-backed Markdown memories with current notes ranked above superseded ones. Its repository has 17 stars and its last commit is from August 14, 2026 and it is licensed under MIT.

Actively maintained

What Engram (rwnalds) does

According to its repository: “Git-backed, Obsidian-compatible Markdown second brain for agents: search ranks live notes above superseded ones, with per-agent tokens and a git audit trail.”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Engram (rwnalds) is listed under Memory and knowledge, a category of 250 servers in the directory, where it ranks #159 by stars.

Topics declared by the repository: agent-memory, ai-agents, anthropic, claude-code, cursor, git.

Installing and connecting Engram (rwnalds)

Distribution modes declared in the official MCP registry:

  • Docker (OCI) image

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: TypeScript.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Engram (rwnalds). That does not replace reading the code.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on July 9, 2026, the rwnalds/engram repository has 17 stars and 4 forks, with 1 open issues. It has more stars than 35% of the servers in the directory. Last change 2 months ago. Version published in the registry: 0.1.2 (July 21, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

Context7Context7 : 63.6K63.6KHindsightHindsight : 53.4K53.4KCogneeCognee : 32.7K32.7KSkill SeekersSkill Seekers : 15.2K15.2KHonchoHoncho : 7.8K7.8KBasic memoryBasic memory : 4.3K4.3KNoteDiscoveryNoteDiscovery : 2.8K2.8KMemantoMemanto : 2.3K2.3KEngram (rwnalds)Engram (rwnalds) : 1717
GitHub stars of the most followed servers in the category (log scale); Engram (rwnalds) in orange. Checked October 25, 2026.

Verdict

Engram (rwnalds) is a reasonable choice; check the points below before connecting it.

Strengths

  • Active project: recent commit
  • Listed in the official MCP registry
  • Permissive licence (MIT)

Frequently asked questions

How do I install Engram (rwnalds)?

Engram (rwnalds) is distributed as Docker (OCI) image. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of rwnalds/engram.

Is Engram (rwnalds) free?

The code is published under the MIT licence and can be used free of charge.

Is Engram (rwnalds) safe?

No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.

Is it an official server?

Nothing says so: it is a project published by rwnalds on GitHub. Check who maintains it before giving it access.

What are the alternatives to Engram (rwnalds)?

In the same category: Context7, Basic memory, Hindsight, and Cognee. Context7 and Basic memory score higher on our grid.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score