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Search / com.bike4mind/bike4mind

Bike4Mind — the open-core AI workbench

R0· no sign-in

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

v1.3.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust83of 100
Uptime, 30 days100%
Latency p50505 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "bike4mind": {
      "type": "http",
      "url": "https://bike4mind.com/api/mcp"
    }
  }
}
claude mcp add --transport http bike4mind https://bike4mind.com/api/mcp
[mcp_servers.bike4mind]
url = "https://bike4mind.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "bike4mind": {
      "type": "remote",
      "url": "https://bike4mind.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "bike4mind": {
      "type": "http",
      "url": "https://bike4mind.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=bike4mind&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYmlrZTRtaW5kLmNvbS9hcGkvbWNwIn0%3D"
}
{
  "servers": {
    "bike4mind": {
      "type": "http",
      "url": "https://bike4mind.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "bike4mind": {
      "httpUrl": "https://bike4mind.com/api/mcp"
    }
  }
}
extensions:
  "bike4mind":
    enabled: true
    name: "bike4mind"
    type: streamable_http
    uri: "https://bike4mind.com/api/mcp"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations9 of 9 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno 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_costabout 1,046 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes1 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 1,046 tokens to load them all · tool set 85dda4c7594f · tools last changed 2026-10-13 · checked 2026-10-20 18:38 UTC

Tool changes

  • list_modelschangeddescription
    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 · 68% of words in common

    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: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+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. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://bike4mind.com/api/mcp streamable-httpnoneyes100%505 ms2025-06-182026-10-20

Tools (9)

get_blog_postread-onlyFetch a bike4mind.com blog post's full content by slug.
get_comparisonread-onlyThe 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_factsread-onlyThe 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_productread-onlyOne 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_inforead-onlyWhat 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_modelsread-onlyThe 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_productsread-onlyEvery 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_postsread-onlySearch 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_newread-onlyDated 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.bike4mind/bike4mind",
  "title": "Bike4Mind — the open-core AI workbench",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://bike4mind.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.3.0",
  "websiteUrl": "https://bike4mind.com/agents",
  "description": "Read-only facts on Bike4Mind: live model catalog, comparisons, open-core license, blog, updates."
}