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atlas-fda

not classified

FDA 510(k)s, PMAs, recalls & trials, linked: predicate search and review-time stats for AI agents.

v1.0.0 · active · repository · website · descriptor JSON · versions

Not classified yet.The remote endpoints have not been probed successfully, or the listing has nothing to connect to.
Quality81good
Trust64of 100
Uptime, 30 days50%
Latency p50171 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "atlas-fda": {
      "type": "http",
      "url": "https://atlasbyauro.com/mcp"
    }
  }
}
claude mcp add --transport http atlas-fda https://atlasbyauro.com/mcp
[mcp_servers.atlas-fda]
url = "https://atlasbyauro.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "atlas-fda": {
      "type": "remote",
      "url": "https://atlasbyauro.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "atlas-fda": {
      "type": "http",
      "url": "https://atlasbyauro.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=atlas-fda&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXRsYXNieWF1cm8uY29tL21jcCJ9"
}
{
  "servers": {
    "atlas-fda": {
      "type": "http",
      "url": "https://atlasbyauro.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "atlas-fda": {
      "httpUrl": "https://atlasbyauro.com/mcp"
    }
  }
}
extensions:
  "atlas-fda":
    enabled: true
    name: "atlas-fda"
    type: streamable_http
    uri: "https://atlasbyauro.com/mcp"
    timeout: 300

Quality 81 / 100good

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 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.annotations7 of 7 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_clearance (idempotentHint); product_code_stats (idempotentHint); search_recalls (idempotentHint); …
  • pass
    tools.token_costabout 895 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

7 tools, about 895 tokens to load them all · checked 2026-10-19 10:52 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-59d-ago

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://atlasbyauro.com/mcp streamable-httpnoneno (12 failures)50%171 ms2025-11-252026-09-22

Tools (7)

ai_devicesread-onlyFDA's official Artificial Intelligence-Enabled Medical Devices list (1,500+ authorizations), tracked weekly by Atlas. List recent AI device authorizations, filter by panel or year, or check whether a specific submission number is on the list. openFDA itself has no AI field - this is the joined, queryable version.
find_predicatesread-onlyList predicate device candidates for a 510(k) submission: recent clearances under an FDA product code, with review times and recall indicators. The starting set for predicate research.
get_changesread-onlyNew FDA clearances and recalls since a date - the monitoring feed. Use for 'what changed this week' questions.
get_clearanceread-onlyFull detail for one FDA 510(k) clearance by K-number, including recalls that reference it.
product_code_statsread-onlyFDA review-time statistics (median and 90th percentile days to decision), clearance count and recall count for a product code.
search_recallsread-onlySearch FDA device recalls by product code, recalling firm, or free text. Returns recall details with links - use to vet a predicate candidate or monitor a market.
search_recordsread-onlyFull-text search across 777k+ FDA 510(k) clearances, device recalls, and registered clinical trials. Returns ranked matches with links.

Schemas: list_tools.

Also listed as

1 other active names share this repository: io.github.atlasbyauro/fairsession

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Official server.json
{
  "name": "io.github.atlasbyauro/atlas-fda",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://atlasbyauro.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/atlasbyauro/datafactory",
    "source": "github"
  },
  "websiteUrl": "https://atlasbyauro.com",
  "description": "FDA 510(k)s, PMAs, recalls & trials, linked: predicate search and review-time stats for AI agents."
}