Bike4Mind — the open-core AI workbench

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Read-only facts on Bike4Mind: live model catalog, comparisons, open-core license, blog, updates.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Bike4Mind — the open-core AI workbench": {
      "url": "https://bike4mind.com/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (9)

• get_site_info read-only

  What Bike4Mind is, in machine-readable form: the open-core AI workbench (notebooks, agents, 13 artifact types, image gen, data lakes, MCP host+server), licensing (BSL 1.1 → Apache-2.0 ratchet), deployment modes, and every agent-facing surface this site publishes.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• list_models read-only

  The live Bike4Mind model catalog — synced from the live Bike4Mind models API (the same models the app offers). Filter by type ('text'|'image'), provider, or a substring query. Returns name, provider, context window, max output, cost tier (text models), and a per-entry source for auditing.

  Parameters:

  • q — string — substring match on model name
  • type — string
  • provider — string — e.g. Anthropic, OpenAI, Google, xAI, Amazon Bedrock, Black Forest Labs

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• get_comparison read-only

  The full Bike4Mind vs ChatGPT (OpenAI) vs Claude (Anthropic) vs Microsoft Copilot vs build-it-yourself comparison — the same table rendered at /compare, with the structural argument: a lab can't be model-neutral, a cloud can't be cloud-neutral.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• get_open_core_facts read-only

  The open-core licensing and sovereignty facts: the BSL 1.1 → Apache-2.0 ratchet, the three-ring 'door out' (Usage Policy §0), and why the exit is the trust.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• search_blog_posts read-only

  Search bike4mind.com blog posts. Multi-word queries are matched term by term across title, tags, summary and full body — so natural phrasing works ("open core licensing") and you do not have to guess a post's exact wording. Results are ranked: posts matching every term come first, partial matches follow rather than being discarded. Omit q to list the most recent posts. Returns compact listings with URLs.

  Parameters:

  • q — string — words to search for, in any order; matched across title, tags, summary and body
  • limit — number — max results (default 10)

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• get_blog_post read-only

  Fetch a bike4mind.com blog post's full content by slug.

  Parameters:

  • slug (required) — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• whats_new read-only

  Dated product updates from Bike4Mind and its products (Paintbox, Tarot, Stocks and Vibes, Bedrock News, K2 Kanji, Manifold, Fleet, Overwatch, Bob), newest first. Each entry is one sentence with a kind (feature, art or fix), a product tag, and any screenshots or demo videos as absolute media URLs. Filter by product slug and/or a start date; omit both for the latest updates.

  Parameters:

  • limit — number — max entries (default 10, max 50)
  • since — string — only entries on or after this day, YYYY-MM-DD
  • product — string — product slug, one of: bike4mind, paintbox, tarot, stocks-and-vibes, bedrock-news, k2kanji, manifold, fleet, overwatch, bob, 4xciv, one-more-road

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• list_products read-only

  Every product in the Bike4Mind ecosystem (Bike4Mind itself, Bedrock News, K2Kanji, Stocks and Vibes, Bob, 4XCiv, Paintbox, Overwatch, Tarot, Manifold, Fleet) plus Friends of Bike4Mind, products other people built with it (tier 'friend', with a creator): name, one-line tagline, status (live, beta or in development), category, public URL where there is one, and the bike4mind.com page for each. Filter by category or status.

  Parameters:

  • status — string
  • category — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

• get_product read-only

  One product in the Bike4Mind ecosystem by slug: what it is, where Bike4Mind fits in it, status, category, links, and its latest dated updates.

  Parameters:

  • slug (required) — string — product slug, one of: bike4mind, bedrock-news, k2kanji, stocks-and-vibes, bob, 4xciv, paintbox, overwatch, tarot, manifold, fleet, one-more-road

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.