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

mcp server

io.github.DuhoKim/nebulamind

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.

Description as published by the maintainer. Source

  • version 0.1.0
  • active

active — Most recent push to the repository was 2026-08-07.

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 2026-08-07 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 4 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 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-05-04 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 2026-05-04 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.cyanheads/astronomy-mcp-server — last commit 2026-07-31, shares astronomy
    Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.
  • io.github.Beever-AI/beever-atlas — last commit 2026-08-06, shares fastapi, wiki
    Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
  • io.github.Cipher208/ariel-memory — last commit 2026-08-06, shares fastapi, knowledge-graph
    Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
  • io.github.dnotitia/akb — last commit 2026-08-07, shares fastapi, knowledge-graph
    Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.
  • Lumen — last commit 2026-06-07, shares fastapi, nextjs
    Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
  • app.anakior/atlas-mind — last commit 2026-06-30, shares wiki
    Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds
  • ar9av-obsidian-wiki-skill-creator — last commit 2026-08-05, shares wiki
    Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a s…
  • DaedalMap Administrative Boundaries (loc_id to polygon) — last commit 2026-08-04, shares fastapi
    A loc_id to its bounding box, centroid, and polygon, with its name and admin level.
  • DaedalMap Disaster and Geospatial Data — last commit 2026-08-04, shares fastapi
    Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.
  • DaedalMap Historical FX Rates — last commit 2026-08-04, shares fastapi
    Historical FX rates for 100+ currencies vs USD from IMF and World Bank data, 1940-present.

These share tags the maintainers applied themselves, such as astronomy, fastapi, wiki, knowledge-graph. 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-agents, astronomy, collaborative, fastapi, knowledge-graph, llm, mcp, nextjs, open-api, wiki.

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Sources

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