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MCP server · RAG

Flashback

by · github.com/Horizon-Digital-Engineering/flashback

Dynamic episodic memory for LLMs. Self-hosted Rust microservice. Vector index + temporal graph + tiered retrieval + REST/MCP.

Unclaimed aianthropicclaudeembeddingsepisodic-memoryllmmcpmemorymicroservicemodel-context-protocolopenaipgvectorpostgresragrustvector-search
InstallView source
34Low

Scored a month ago · breakdown

About Flashback

Flashback is an MCP server published by Horizon-Digital-Engineering in the RAG category: dynamic episodic memory for LLMs. Self-hosted Rust microservice. Vector index + temporal graph + tiered retrieval + REST/MCP.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Horizon-Digital-Engineering/flashback

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.

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Security checks

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Releases

v0.2.1flashback v0.2.1 · 5 Sep 2026Binaries for macOS (Apple Silicon), Linux (x86_64 / aarch64, glibc 2.39 or newer), and Windows (experimental). Each tarball bundles flashback, flashback-mcp, flashback-nlp-prefetch, migrations, and the launchd/systemd deploy templates —…
v0.2.0flashback v0.2.0 · 5 Sep 2026Binaries for macOS (Apple Silicon), Linux (x86_64 / aarch64), and Windows (experimental). Each tarball bundles flashback, flashback-mcp, flashback-nlp-prefetch, migrations, and the launchd/systemd deploy templates — see DEPLOY.md for…
v0.1.0v0.1.0 — initial public release · 23 May 2026Changelog All notable changes to this project are documented here. The format follows Keep a Changelog, and Flashback adheres to Semantic Versioning. [0.1.0] —…
Questions

About Flashback

How do I install Flashback?

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

Is Flashback 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 Flashback still maintained?

Yes — the latest release is v0.2.1 (5 Sep 2026), and the last commit was a month ago. The repository has 0 stars.