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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

claude mcp add --transport http fairsession https://fairsession.com/mcp

[mcp_servers.fairsession]
url = "https://fairsession.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "fairsession": {
      "type": "remote",
      "url": "https://fairsession.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "fairsession": {
      "type": "http",
      "url": "https://fairsession.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=fairsession&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZmFpcnNlc3Npb24uY29tL21jcCJ9"
}

{
  "servers": {
    "fairsession": {
      "type": "http",
      "url": "https://fairsession.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "fairsession": {
      "httpUrl": "https://fairsession.com/mcp"
    }
  }
}

extensions:
  "fairsession":
    enabled: true
    name: "fairsession"
    type: streamable_http
    uri: "https://fairsession.com/mcp"
    timeout: 300

Quality 73 / 100needs work

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 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 hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_employers (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); check_offer (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_employer_score (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 435 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool history not recorded yet

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 435 tokens to load them all · checked 2026-10-20 13:17 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 64 / 100

unreachable

provenance90

liveness0

freshness85

hygiene100

+repository +namespace-matches-repo +website -unreachable(12 failures) ~updated-48d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://fairsession.com/mcp` streamable-http	none	no (12 failures)	45%	206 ms	2025-11-25	2026-09-22

Tools (4)

`check_offer`	Where a specific job offer sits against advertised pay for a role in a state: percentile vs live posting ranges, with an honest fallback to national data when the state sample is under 25 disclosed postings. Advertised ranges are not settled offers.
`get_employer_score`	An employer's Pay Transparency Score: the percentage of its active postings that state pay, computed weekly from its own public career board. Includes posting counts and advertised ranges by role. Scores cannot be bought.
`get_pay_range`	Advertised pay range for a healthcare role in a US state, computed weekly from employers' own live job postings (never surveys). Returns hourly and salary ranges separately, sample sizes, city-level ranges where available, and honest labels when data is thin.
`list_employers`	All employers Fair Session currently tracks and scores, with Transparency Scores, plus the identified-but-not-yet-ingested pipeline.

Schemas: list_tools.

Also listed as

1 other active names share this repository: io.github.atlasbyauro/atlas-fda

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Official server.json

{
  "name": "io.github.atlasbyauro/fairsession",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://fairsession.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/atlasbyauro/datafactory",
    "source": "github"
  },
  "websiteUrl": "https://fairsession.com",
  "description": "Live healthcare pay data: advertised ranges by role/state/city, offer checks, transparency scores."
}