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feat: add NeuroStack to community servers#3551

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raphasouthall wants to merge 1 commit into
modelcontextprotocol:mainfrom
raphasouthall:add-neurostack
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feat: add NeuroStack to community servers#3551
raphasouthall wants to merge 1 commit into
modelcontextprotocol:mainfrom
raphasouthall:add-neurostack

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@raphasouthall
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NeuroStack is a local-first MCP server for Markdown knowledge graphs with semantic search, prediction error tracking, and Leiden community detection. PyPI: neurostack, repo: https://github.com/raphasouthall/neurostack

What it is: A local-first MCP server that indexes a Markdown vault (Obsidian-compatible) and exposes 9 tools to Claude Code, Cursor, or any MCP-compatible AI tool:

  • vault_search — hybrid FTS5 + semantic search
  • vault_graph — wiki-link neighbourhood with PageRank
  • vault_summary, vault_triples, vault_stats, vault_communities
  • vault_prediction_errors — surfaces notes that appeared in unexpected retrieval contexts
  • vault_record_usage, session_brief

Quick facts:

  • Install: pip install neurostack
  • License: Apache-2.0
  • Python 3.11+, SQLite/FTS5 — no GPU required in Lite mode
  • 99 tests, CI passing, no telemetry, read-only vault access

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@olaservo
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Thanks for contributing to the MCP servers repo!

We've retired the third-party server list from the README in favor of the MCP Registry — see #3950 for context. The Official Integrations and Community Servers sections no longer exist in the README, so this PR no longer has a target.

Going forward, please publish your server to the MCP Registry using the quickstart guide:
https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx

That's where server discovery now happens. Thanks for building on MCP!


Note: I'm working through the backlog with help from Claude Code to give everyone a prompt response.

@olaservo olaservo closed this Apr 14, 2026
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2 participants