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

mcp server

ellmos Homebase

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

Description as published by the maintainer. Source

  • version 0.1.0-alpha.17
  • active
  • memory and context
  • agent orchestration

active — Most recent push to the repository was 2026-08-01. 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 1 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 2026-08-01 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 0 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 0.1.0-alpha.17 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-24 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 2026-07-24 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

  • io.github.chernistry/bernstein — last commit 2026-08-06, shares llm-orchestration
    Declarative agent orchestration for engineering teams
  • io.github.dcondrey/misterdev — last commit 2026-07-27, shares llm-orchestration
    Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.
  • io.github.dcostenco/prism-coder — last commit 2026-08-07, shares local-first, local-llm, sqlite
    Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents
  • io.github.dcostenco/prism-mcp — last commit 2026-08-07, shares local-first, local-llm, sqlite
    Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents
  • AI Guardian — last commit 2026-08-03, shares local-llm
    Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 tools.
  • io.github.Alejandro-M-P/git-courer — last commit 2026-07-31, shares local-llm
    Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.
  • io.github.Abhigyan-Shekhar/Waggle-mcp — last commit 2026-08-03, shares llm-memory
    Persistent graph-backed conversational memory for AI agents.
  • io.github.alibaizhanov/mengram — last commit 2026-07-30, shares llm-memory
    Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows
  • Myco: Agent-First Cognitive Substrate — last commit 2026-08-05, shares llm-memory
    Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.
  • io.github.cdeust/hypermnesia-mcp — last commit 2026-08-06, shares llm-memory
    Persistent memory for Claude — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

These share tags the maintainers applied themselves, such as llm-orchestration, local-first, local-llm, sqlite. 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.

Also from ellmos-ai

  • ellmos Blender Use — last commit 2026-08-04
    Headless Blender asset QA over MCP: background script runs and FBX reimport verification.
  • Ellmos Clatcher MCP — last commit 2026-08-06
    Utility MCP server: JSON repair, encoding fixes, conversion, duplicates, batch rename, archives.
  • ellmos CodeCommander — last commit 2026-08-06
    Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.
  • ellmos ControlCenter — last commit 2026-08-08
    MCP control plane: local server discovery, profiles, capability bundles, and policy audits.
  • ellmos FileCommander — last commit 2026-08-07
    Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete.
  • ellmos ServerCommander — last commit 2026-08-02
    Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics.
  • n8n Manager MCP — last commit 2026-08-06
    MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.
  • open-compute (computer-use)
    Model-agnostic computer-use MCP: screenshot, safety-gated actions, Windows UIA targeting.

How the author describes it

Topics the maintainer set on GitHub: agent-framework, ai-agents, automation, knowledge-base, llm-memory, llm-orchestration, local-first, local-llm, mcp, mcp-server, model-context-protocol, nodejs, plugin-discovery, python, sqlite, sqlite-memory.

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. ellmos-ai/ellmos-homebase-mcp on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.