# Bike4Mind — the open-core AI workbench

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

- name: com.bike4mind/bike4mind
- version: 1.3.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 85/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.bike4mind%2Fbike4mind
- tools: https://api.protogrid.dev/v1/servers/com.bike4mind%2Fbike4mind/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

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


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-7d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 85/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 9 of 9 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_models (destructiveHint, idempotentHint, openWorldHint); get_comparison (destructiveHint, idempotentHint, openWorldHint); get_open_core_facts (destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,046 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: 1 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 9, about 1,046 tokens to load them all
- tool set hash: 85dda4c7594f737cd0ad19c8330654ac
- tools last changed: 2026-10-13T21:38:13.399Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.bike4mind/bike4mind.svg)](https://protogrid.dev/servers/com.bike4mind/bike4mind)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-13 `list_models` changed (description)
  - before: The live Bike4Mind model catalog — generated from the product's own registry (the same data behind the in-app model picker). Filter by type ('text'|'image'), provider, or a substring query. Returns name, provider, context window, max output, cost tier, speed, and per-entry source file for auditing.
  - after: 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.

Full history: https://api.protogrid.dev/v1/servers/com.bike4mind%2Fbike4mind/changes

## Remotes

- https://bike4mind.com/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (9)

- `get_blog_post`: Fetch a bike4mind.com blog post's full content by slug.
- `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 cloud-neutral.
- `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.
- `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.
- `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 surface this site publishes.
- `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 (text models), and a per-entry source for auditing.
- `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', 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.
- `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 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.
- `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, 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.