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

mcp server

io.github.andrea9293/mcp-documentation-server

Local-first document management and semantic search for AI coding agents

Description as published by the maintainer. Source

  • version 1.15.2
  • active
  • document understanding
  • retrieval

active — Most recent push to the repository was 2026-07-15. 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 341 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 2026-07-15 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 2 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 1.15.2 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-15 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 2026-07-15 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

  • OCR Text Extraction API — last commit 2026-07-19, shares documents
    Extract text from images using OCR. Tesseract-powered. x402 micropayment.
  • PDF Generator API — last commit 2026-07-19, shares documents
    Generate PDF from HTML or Markdown with custom pages, margins, layout. x402.
  • io.github.Beever-AI/beever-atlas — last commit 2026-08-06, shares gemini, knowledge-base
    Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
  • ai.mindola/lens — last commit 2026-08-02, shares knowledge-base
    Create your digital twin: a public page that answers from your own material, with citations.
  • app.anakior/atlas-mind — last commit 2026-06-30, shares knowledge-base
    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 knowledge-base
    Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a s…
  • JassWiki — Swiss Jass Authority (AMCP v0.1) — last commit 2026-07-06, shares knowledge-base
    First production Authority-MCP. W3C VC attested by Jassverband Schweiz.
  • com.getmunin/munin — last commit 2026-08-06, shares knowledge-base
    Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics
  • Santismm Knowledge — Harness Engineering, Agentic AI & Governance — last commit 2026-08-02, shares knowledge-base
    Search harness engineering, agentic AI patterns, architectures, governance and agent taxonomy.
  • Wuniq KE (Knowledge Engine) — last commit 2026-07-28, shares knowledge-base
    The structured memory layer your AI is missing. Requires the free Wuniq desktop app.

These share tags the maintainers applied themselves, such as documents, gemini, knowledge-base. 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: documents, gemini, knowledge-base, mcp-server, model-context-protocol.

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. andrea9293/mcp-documentation-server on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.