ZBS Index What actually exists in applied AI, with the source next to it

mcp server

io.github.DanielGuru/repomemory

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

Description as published by the maintainer. Source

  • version 1.3.0
  • slowing
  • retrieval
  • memory and context

slowing — Most recent push to the repository was 2026-04-15. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 2 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-04-15 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 13 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.3.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-02-18 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-02-18 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • com.runmemento/memento — last commit 2026-05-17, shares copilot, memory
    Local-first, LLM-agnostic memory layer for AI assistants.
  • Verified Repo Memory — last commit 2026-02-21, shares coding-agent, memory
    Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).
  • ai.packmind/mcp-server — last commit 2026-08-06, shares context-engineering, copilot
    Packmind captures, scales, and enforces your organization's technical decisions.
  • io.github.aryamthecodebreaker/fixmap — last commit 2026-08-04, shares coding-agent, context-engineering
    Deterministic local-first repo context for coding agents with one-command GitHub issue analysis.
  • Docmancer — last commit 2026-08-05, shares context-engineering, memory
    Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
  • io.github.adelinamart/robrain — last commit 2026-08-05, shares context-engineering, memory
    Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.
  • io.github.agentailor/slimcontext-mcp-server — archived, last commit 2025-09-17, shares context-engineering, memory
    MCP Server for SlimContext - AI chat history compression tools
  • io.github.alex-feel/mcp-context-server — last commit 2026-08-01, shares context-engineering, memory
    An MCP server that provides persistent multimodal context storage for LLM agents.
  • Memorix — last commit 2026-08-06, shares copilot, openclaw
    Local-first persistent project memory for AI coding agents across MCP clients and sessions.
  • io.github.dr12hes/engrm — last commit 2026-04-21, shares coding-agent, openclaw
    Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.

These share tags the maintainers applied themselves, such as copilot, memory, coding-agent, context-engineering. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai, claude-code, coding-agent, context-engineering, copilot, cursor, developer-tools, mcp, memory, openclaw.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

Join ZBS AI Practice Lab

Sources

  1. DanielGuru/repomemory on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.