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Mindbase MCP server

by frankchu91·io.github.frankchu91/mindbase·v0.1.3

LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.

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118 stars37 downloads/wk

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Mindbase tools (50, 8 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • add_rss_feed

    Subscribe MindBase to a new RSS feed. New entries are auto-fetched every 60 minutes and compiled into wiki pages. Use this when the user says things like "subscribe me to <url>", "follow this blog", "add this to my feeds", or shares a feed URL.

  • answer_cardwrite action

    Submit an answer to a review card. Use ratings as: forgot (didn't know), hard (struggled), good (right answer with effort), easy (instant recall). After answering, the card is rescheduled according to SM-2.

  • append_to_page

    Append content to a section of an existing wiki page. Creates the section if missing. Refuses to modify human-edited pages unless force: true.

  • ask_wiki

    Ask a natural-language question against the user's wiki. Performs graph-aware retrieval (search \u2192 top hits + their 1-hop wikilinks) and returns a cited answer using the configured LLM. Best tool for "what do I know about X?" questions. The answer text contains [N] citation markers \u2014 match each N to the corresponding entry in the citations array and render as a clickable link to mindbase_

  • create_cardwrite action

    Create a new review card manually. Use this when you and the user have just discussed a fact worth remembering long-term, e.g. "add this to my reviews". The card will be scheduled for review immediately.

  • create_daily_notewrite action

    Open or create the daily note for today (or a specific date). Daily notes follow the slug pattern `daily-YYYY-MM-DD` and are auto-linked to yesterday/tomorrow. Returns the existing page if already created, marking `created: false`.

  • create_notewrite action

    Create a new wiki note. Use for: capturing a thought, starting a research page, or building a meeting/person/project page from a template. At least one of `title` or `content` is recommended. If `template` is given, it is filled with standard vars (date, time, slug, yesterday_slug, tomorrow_slug, title) plus any custom `variables`. Existing slugs cause an error \u2014 use append_to_page or update_

  • export_subgraph

    Export a page + its connected neighbors (up to N hops) as a self-contained markdown bundle.

  • find_contradictions

    Find self-contradictions in the wiki on a given topic. Returns only contradictions, no full synthesis. Useful when the user wants to reconcile evolving views.

  • find_gaps

    Find gaps in the wiki's coverage of a topic. Returns LLM-suggested missing pieces (e.g., "you mention X but never document Y").

  • find_orphans

    List wiki pages with no incoming links (orphans).

  • find_related

    Find pages connected to a given page via wikilinks, shared tags, or shared sources. Returns a ranked list with the connection reason.

  • generate_daily_brief

    Generate a morning brief summarizing recent wiki activity with [N] citations. Default 24h lookback. Does not email \u2014 for that use the web UI Settings \u2192 Daily Brief \u2192 Send Now.

  • get_graph_insights

    Compute graph insights for the wiki: top hubs, orphans, broken links, fragmented tag clusters.

  • get_pulse

    Get today's (or a specific date's) wiki pulse: weekly writes, new connections, contradictions, stale notes, SRS due count. Use to give the user a daily situational awareness of their knowledge base.

  • ingest_executewrite action

    Conversational ingest, step 2 of 2. Commits the user-approved subset of a plan returned by ingest_plan. `approvals` is a map of action id \u2192 boolean; omitted ids default to approved (true). Returns the per-action results plus a summary of what got created / updated.

  • ingest_plan

    Conversational ingest, step 1 of 2. Reads the source, returns the LLM's narrative takeaways and a structured plan of proposed actions \u2014 without writing anything yet. The user reviews the takeaways + plan, decides which actions to approve, and then calls ingest_execute(planId, approvals) to commit the approved subset.

  • ingest_source

    Ingest a new source into the wiki: saves the raw text, runs LLM compile to create/update wiki pages, applies cross-linking. Returns a summary of changes.

  • list_chats

    List recent chat sessions saved in MindBase, newest first.

  • list_feeds

    List all RSS feeds the user is subscribed to, with stats (last poll time, items ingested, errors). Use this when the user asks "what feeds am I subscribed to?" or wants to check their RSS subscriptions.

  • list_recent

    List wiki pages added or updated within the past N days, newest first.

  • list_review_cards

    List spaced-repetition review cards. By default returns cards due now (due_only=true). Use this to conduct an interactive review session: list due cards, present each Q to the user, wait for their answer, call answer_card, repeat.

  • mindbase_append_log

    Append a structured entry to logs/<today>.md. Format: ## [YYYY-MM-DD HH:MM] {operation} | {topic} | {details}

  • mindbase_apply_template

    Overlay a schema template onto an existing project. Appends template prose to README.md and seeds template-specific sections in context.md. Idempotent \u2014 re-running with same template is a no-op marker.

  • mindbase_atomic_write_contextwrite action

    Write new content into context.md atomically. Steps: (1) snapshot current context.md \u2192 state/builder/snapshots/<timestamp>.md, (2) tmpwrite + rename, (3) append log entry. Enforces 400-line cap by truncating overflow to sources/research/<auto>.md.

  • mindbase_contribute

    Append a contributor entry to the current project. Writes to sources/contributors/<user>/<YYYY-MM-DD>.md (append-only) plus log entry. Route mode forces routing: auto (LLM decides), daily (only contributor file), concept (also flag for /mb:build to extract concept), daily+concept (both).

  • mindbase_export

    Export a project to a portable artifact. markdown-bundle: copies project tree to artifacts/exports/<projectId>-<timestamp>/. zip-archive: same plus zips (uses `zip` if available).

  • mindbase_gather_sources

    List contributor + research files modified since the last build (or since a given ISO date). Returns paths + sizes + mtimes. Used by /mb:build to know what to synthesize.

  • mindbase_ingest_file

    Ingest a file (PDF, .md, or .txt) into a project: archives the original into sources/raw/<date>/, extracts text locally (pdfjs for PDFs \u2014 no API call), writes an .extracted.md sidecar for PDFs, and returns the text. Accepts a local absolute path OR an http(s) URL that points directly at a file (e.g. an arXiv PDF link) \u2014 URLs are downloaded first. After calling this, discuss the key takea

  • mindbase_init_project

    Scaffold a new MindBase project with the v2 layout: README.md, context.md, index.yaml, sources/contributors/, sources/research/, sources/raw/, state/, logs/, artifacts/. Idempotent \u2014 refuses to overwrite existing project.

  • mindbase_load_project

    Load the README + context + index.yaml for a project (defaults to currentProjectId in config.json). Returns the three file bodies for context injection. Read-only by default; pass persist=true to also update config.json currentProjectId (i.e. switch the active project).

  • mindbase_migrate

    Migrate one or all projects from legacy wiki/ layout to v2 layout. Snapshots to archive/<projectId>-<unixTs>/ first; idempotent on re-run.

  • mindbase_rebuild_index

    Regenerate index.yaml by scanning the project tree. Always overwrites; never partial-merges. Output schema: { project, files, contributors, sources, last_build }.

  • mindbase_research_save

    Save research findings to sources/research/<slug>.md. Appends if file exists; otherwise creates. Always appends a log entry.

  • mindbase_status

    Project dashboard: last build time, line counts, contributor stats, recent operations, file counts. Read-only.

  • mindbase_validate_structure

    Validate that a project conforms to the v2 layout. Returns list of missing required files/dirs. Used as a precondition guard by /mb:build and /mb:migrate.

  • quick_capture

    Save content to the inbox for later batch processing (NOT a direct wiki note). Use this for "save this for later, I will categorize it myself in the MindBase UI". To create a wiki note directly, use create_note instead.

  • read_wiki_page

    Read the full content (markdown body + frontmatter + incoming/outgoing wikilinks) of a wiki page by its slug.

  • recall_chat

    Search past saved chat conversations by content. Returns matching chats with previews.

  • run_wiki_healthwrite action

    Run the full Wiki Health pipeline: build graph \u2192 generate insights \u2192 auto cross-link \u2192 L2 lint. Writes _insights.md and applies improvements.

  • save_chat_excerpt

    Save a fragment of the current AI conversation as a wiki page. LLM auto-titles it if no suggested_title. Marks `created_via: mcp` for audit.

  • search_all_projects

    Search the user's wiki across EVERY project (not just the current one). Returns ranked matches with their owning project id, suitable for citing as `[[<project>/<slug>]]` cross-project wikilinks. Use this when answering open-ended "have I seen this before" questions or proposing cross-project bridges during ingest.

  • search_in_project

    Search the wiki, restricted to pages tagged with a specific project (uses the `project` frontmatter field).

  • search_wiki

    Full-text search across the user's MindBase wiki \u2014 matches page titles, one-liners, and slugs. Returns ranked list with snippets.

  • semantic_search

    Embedding-based semantic search across the wiki. Falls back to keyword search if embeddings are unavailable.

  • set_visibility

    Set the visibility level of a wiki page. "internal" and "pii" pages are excluded from semantic search and Q&A by default.

  • suggest_links

    Suggest wikilinks that should be added to a specific page (review mode \u2014 does NOT modify the page).

  • synthesize_topic

    Synthesize what the user's wiki collectively knows about a topic. Returns structured threads with row-level citations, contradictions, and gaps. Cached; pass force_refresh: true to regenerate.

  • tag_note

    Add or replace tags on a wiki page. mode: "add" merges with existing tags (default); "replace" overwrites.

  • update_note_sectionwrite action

    Replace the content under a section heading on an existing page. Refuses to modify human-edited pages unless force: true.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • Code scan5 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 11 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the Mindbase repository's README, as published. We do not edit it. Read it on GitHub

MindBase — Karpathy's LLM Wiki, as a product

An open-source implementation of Andrej Karpathy's LLM Wiki idea: an AI that builds and maintains a wiki from your sources. Not RAG-in-a-vector-DB. A real markdown wiki on your disk, that an LLM gardens for you between conversations.

npx mindbase-app

One command: starts the local server, opens the web app, and walks you through picking a free local model that fits your RAM. No API key, nothing leaves your machine. (Node 20+)

MindBase implements Andrej Karpathy's LLM-Wiki pattern: you feed it sources (papers, articles, thoughts); the LLM reads, cross-references, flags contradictions, and writes structured wiki pages. Later, when you ask a question, the wiki already has the synthesized answer — no vector-search re-derivation at query time.

Status: Early access, actively developed. What's new: CHANGELOG · Releases

Why MindBase

You read a lot. Papers, articles, tweets, docs. You want to remember them, connect them, form opinions from them. Today you have two bad options:

  • Notion / Obsidian / Roam: Passive containers. You do all the organizing. AI features are bolted-on generation, not maintenance.
  • NotebookLM / Perplexity Pages / ChatGPT search: RAG-based. Nothing accumulates. Every question re-derives the answer from raw sources.

MindBase is the third option: the LLM actively maintains a persistent, structured wiki as you feed it sources. Knowledge compounds. Your context.md gets sharper every time you contribute. The AI remembers you across sessions because your beliefs are written down in markdown files — not stored in a chat history that gets summarized away.

Think of it as a personal Wikipedia that an AI intern writes for you, kept up to date, cross-referenced, and honest about what it doesn't know.

How it works (30 seconds)

Three physical layers on disk (Karpathy's model):

Three operations run the loop: ingest (AI reads a source, discusses takeaways, you approve the wiki updates), build (regenerate context.md from everything unbuilt), lint (the AI audits its own wiki for contradictions, stale claims, and orphans).

What makes it different

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

Runs npx -y mindbase-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mindbase -- npx -y mindbase-mcp
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Mindbase: common questions

Is Mindbase MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Mindbase safety report
How do I install Mindbase?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Mindbase need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is Mindbase maintained?
The last commit was 11 days ago (2026-09-14). The latest release is v0.1.3.
What can I use instead of Mindbase?
Servers from other publishers that do the same job: Basic Memory MCP server, IWE MCP server and Google Surf MCP server. Compare all Mindbase alternatives.

Alternatives to Mindbase

Same job from other publishers: the closest match first, then the best rated.

All Mindbase alternatives →
  • Basic Memory
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    C
  • IWE
    Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
    A
  • Google Surf
    Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
    B
  • Agent Comms
    Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
    A
  • Context by Fulcra
    Connect your Fulcra Context personal datastore: access your metrics, events, agent data and more
    A

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