Skip to content
Bike4Mind logo

Bike4Mind MCP server

Which servers in the official MCP registry are Bike4Mind's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-20

← Back to Bike4Mind

Whose server it is
  • Registry namecom.bike4mind/bike4mindverified in the MCP registry

The registry name sits under bike4mind.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-20
  • Stateanswerschecked 2026-10-20
  • Tools9
  • Server calls itselfbike4mind
  • Server version1.3.0
  • Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 245 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: Break a vague goal into a step-by-step plan; Ask questions across uploaded files and Drive; Generate posts, decks and images from prompts.
  • Checked on 3 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 3 of 9 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 3, the first on 2026-10-20
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • What an agent can do with it0 of 3 use cases
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer456 ms
  • Space in an agent's context≈ 1,101 tokensthe definitions of all its tools (9), which an agent carries on every turn
  • Tool definitionsA · 94 of 100
  • Typed results0 of 9 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 3 of 9

What an agent can do with it

  • cannot · Break a vague goal into a step-by-step plan
  • cannot · Ask questions across uploaded files and Drive
  • cannot · Generate posts, decks and images from prompts

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers9 tools · read 2026-10-20
  • get_site_info

    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…

  • list_models

    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…

  • get_comparison

    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…

  • get_open_core_facts

    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.

  • search_blog_posts

    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…

  • get_blog_post

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

  • whats_new

    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…

  • list_products

    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'…

  • get_product

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

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "bike4mind": {
      "type": "http",
      "url": "https://bike4mind.com/api/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http bike4mind https://bike4mind.com/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://bike4mind.com/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.