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Ranomics Platform

R1· needs a key

Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.

v0.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect on its own if it already holds RANOMICS_TOKEN.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
Quality79good
Trust89of 100
Uptime, 30 days100%
Latency p50304 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "ranomics": {
      "type": "http",
      "url": "https://mcp.ranomics.com/mcp",
      "headers": {
        "Authorization": "Bearer ${RANOMICS_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http ranomics https://mcp.ranomics.com/mcp --header "Authorization: Bearer ${RANOMICS_TOKEN}"
[mcp_servers.ranomics]
url = "https://mcp.ranomics.com/mcp"
bearer_token_env_var = "RANOMICS_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ranomics": {
      "type": "remote",
      "url": "https://mcp.ranomics.com/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:RANOMICS_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "ranomics": {
      "type": "http",
      "url": "https://mcp.ranomics.com/mcp",
      "headers": {
        "Authorization": "Bearer ${RANOMICS_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ranomics&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLnJhbm9taWNzLmNvbS9tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtSQU5PTUlDU19UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "ranomics": {
      "type": "http",
      "url": "https://mcp.ranomics.com/mcp",
      "headers": {
        "Authorization": "Bearer ${RANOMICS_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "ranomics": {
      "httpUrl": "https://mcp.ranomics.com/mcp",
      "headers": {
        "Authorization": "Bearer ${RANOMICS_TOKEN}"
      }
    }
  }
}
extensions:
  "ranomics":
    enabled: true
    name: "ranomics"
    type: streamable_http
    uri: "https://mcp.ranomics.com/mcp"
    headers:
      "Authorization": "Bearer ${RANOMICS_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${RANOMICS_TOKEN}. The registry never accepts secret values.

Quality 79 / 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 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: get_experiment_status (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_targets (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); estimate_cost (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,098 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno 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

7 tools, about 1,098 tokens to load them all · tool set 588bf1020cba · checked 2026-10-20 05:45 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 89 / 100

provenance85
liveness100
freshness65
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-132d-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://mcp.ranomics.com/mcp streamable-httpapi_key ${RANOMICS_TOKEN}yes100%304 ms2025-11-252026-10-20

Tools (7)

confirm_quoteAccept a quote. Moves the experiment from QuoteSent to WaitingForMaterials. Call after a human (or budget guard) has approved the total_usd from get_experiment_quote. Returns 409 quote_not_confirmable if status is not QuoteSent, or 409 quote_not_finalized if a price has not been posted yet (total_usd null). Fetch get_experiment_quote and wait for total_usd before confirming.
estimate_costNon-binding USD cost estimate for a hypothetical submission. Pass target_kind='catalog' + target_id for a calibrated band (requires_human_quote=false), or target_kind='custom' for a placeholder order-of-magnitude band (requires_human_quote=true). Call BEFORE submit_experiment when budgeting matters.
get_experiment_quoteFetch the quote for an experiment once status is QuoteSent. Returns quote_id, total_usd, currency (default USD), line_items, valid_until, and terms_url. If status is QuoteSent but the scoping team has not posted a price yet, total_usd is null and a 'note' field explains it is being finalised; poll again until total_usd populates. Pass the quote_id to confirm_quote to accept.
get_experiment_resultsFetch results once results_status is 'partial' or 'all' (check via get_experiment_status first). Returns per-sequence pre/post counts, log2_enrichment, percentile, called_hit booleans, plus signed download URLs for the enrichment table CSV, hits FASTA, and (when opted in) raw FASTQ. Yeast-display result shape; mammalian and DMS use the same envelope.
get_experiment_statusPoll an experiment by id. Returns the current status (Draft/WaitingForConfirmation/QuoteSent/WaitingForMaterials/LibraryConstruction/Sorting/NGS/DataAnalysis/InReview/Done), the orthogonal results_status (none/partial/all), and the status_log. Cheap; safe to poll every few minutes. Webhooks are preferred for production agents.
list_targetsList the calibrated antigen catalogue. Each entry carries target_id, supported_experiment_types, and typical_campaign_range_usd. Use the target_id on submit_experiment to skip human scoping, or use the custom target shape for a one-off antigen.
submit_experimentSubmit a binder panel for wet-lab triage. The experiment_spec mirrors the curl /api/v1/experiments contract: experiment_type (yeast_display/mammalian_display/dms), target (target_id or custom), library_design, and sequences as {user_key: amino_acid_string} (use ':' as a multi-chain separator). Optional webhook_url receives signed POSTs on every status transition. Optional idempotency_key dedupes retries. Returns the created experiment with status WaitingForConfirmation and a status_log. Poll get_experiment_status to track progress, get_experiment_results when status_log shows Done.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.ranomics/mcp",
  "_meta": {},
  "title": "Ranomics Platform",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.ranomics.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "Bearer rk_live_... API key minted at https://tools.ranomics.com/account/api-keys"
        }
      ]
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/leowan7/ranomics-mcp",
    "source": "github"
  },
  "websiteUrl": "https://ranomics.com/platform",
  "description": "Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale."
}