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Unfrozen Atlas of the Middle

R0· no sign-in

Graded research on middle managers and change: search studies, get fact-checked answers.

v1.0.3 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality100strong
Trust81of 100
Uptime, 30 days87%
Latency p50297 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "atlas": {
      "type": "http",
      "url": "https://unfreeze.us/mcp"
    }
  }
}
claude mcp add --transport http atlas https://unfreeze.us/mcp
[mcp_servers.atlas]
url = "https://unfreeze.us/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "atlas": {
      "type": "remote",
      "url": "https://unfreeze.us/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "atlas": {
      "type": "http",
      "url": "https://unfreeze.us/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=atlas&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdW5mcmVlemUudXMvbWNwIn0%3D"
}
{
  "servers": {
    "atlas": {
      "type": "http",
      "url": "https://unfreeze.us/mcp"
    }
  }
}
{
  "mcpServers": {
    "atlas": {
      "httpUrl": "https://unfreeze.us/mcp"
    }
  }
}
extensions:
  "atlas":
    enabled: true
    name: "atlas"
    type: streamable_http
    uri: "https://unfreeze.us/mcp"
    timeout: 300

Quality 100 / 100strong

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 3600000)
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 hygiene100 · 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.annotations5 of 5 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 916 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
  • pass
    stability.new_linksno tool change named a new site
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 916 tokens to load them all · tool set 8cf9ae9c1cb1 · checked 2026-11-14 07:03 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

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 81 / 100

no-repository
provenance55
liveness95
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-87% +updated-13d-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://unfreeze.us/mcp streamable-httpnoneyes87%297 ms2026-07-28, 2025-11-25, 2025-06-18, 2025-03-262026-11-14

Tools (5)

about_unfrozenread-onlyWho Gabriel Lopez is (public facts from unfreeze.us/about/), how Atlas studies are graded, how to cite the Atlas and its license, and the paid Change Check-up booking link.
get_answerread-onlyMatch a question about middle managers and change to the closest of the Atlas's fact-checked answer pages (deterministic keyword matching, no AI). Returns the answer text exactly as published, its graded sources and the page URL. If no page fits well, it says so and returns links to Ask the Atlas and the Atlas instead of guessing.
get_studyread-onlyOne Atlas study record by its slug (from search_studies, e.g. "huy-2011") or its DOI: citation, design, setting, strength grade and what it means, Loop parts with verdicts, whether it is about change, Unfrozen's plain-language summary, related studies, the answer pages that cite it, and its unfreeze.us page.
list_loop_partsread-onlyThe parts of the Unfrozen Loop, a working model for leading change from the middle, each with a one-line description, how many Atlas studies inform it (supporting, mixed, challenging) and its unfreeze.us page.
search_studiesread-onlySearch the Atlas of the Middle (173 studies on middle managers and change, each with a strength grade and Unfrozen's plain-language summary). Matches words in the title, summary, setting, authors and journal. Returns each study's label, year, journal, design, grade, Loop parts, one-line summary and its unfreeze.us page. Filter by Loop part or grade.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "us.unfreeze/atlas",
  "icons": [
    {
      "src": "https://unfreeze.us/icon-512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    },
    {
      "src": "https://unfreeze.us/favicon.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "Unfrozen Atlas of the Middle",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://unfreeze.us/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.3",
  "websiteUrl": "https://unfreeze.us/mcp",
  "description": "Graded research on middle managers and change: search studies, get fact-checked answers."
}