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Explorer/MCP/ranomics/platform
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Ranomics Platform

ranomics/platform

Wet-lab triage for AI binder-design agents. Submit computational protein designs against a target and receive yeast-display enrichment, NGS counts, and called hits. The Ranomics MCP server gives AI binder-design agents programmatic access to wet-lab validation. Submit a panel of computationally designed proteins or antibody binders against a target, and the upstream Ranomics Platform runs yeast surface display, mammalian display, or deep mutational scanning at library scale. You get back per-sequence enrichment ratios, NGS counts, and called hits. Designed for the AI workflow that has 10,000+ MPNN, RFdiffusion, BindCraft, or BoltzGen candidates and can't afford per-sequence kinetics on all of them. Use Ranomics first to enrich down to the top 100 or 200, then take those to a biophysics vendor for binding kinetics. Seven tools cover the full lifecycle: `list_targets`, `estimate_cost`, `submit_experiment`, `get_experiment_status`, `get_experiment_quote`, `confirm_quote`, `get_experiment_results`. Transport: streamable-http. Auth: Bearer token from https://tools.ranomics.com/account/api-keys. Also published to the official MCP Registry as `com.ranomics/mcp`.

7 tools available ↓
The Journeyman
A reasonable amount of history and nothing concerning in the scan.
Time indexed (2mo)
7toolsRemote/ HTTP2moindexed
100% uptime · 232ms avgChecked Aug 17, 2026
Quality Score
43/95
Established
Risk Score
0/100
Clean
▸How is this calculated?
Quality Breakdown
Tenure11.6/20
67 days indexed
Capability16.6/25
Tools: 4.6/13 (7 tools)
Description: 5/5 ✓
Endpoint: 7/7 ✓
Adoption4.9/25
Use count: 4.9/20 (16 uses)
Multi-registry: 0/5 (1 registry)
Reliability10/25
Currently live: 10/10 ✓
Uptime history: 0/15 No checks yet
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Risk
0— Clean
No signals detected.
The scanner shows
7 tools. Nothing caught our attention.
First indexed Jun 10, 2026
Server Profile
⚙
Tools catalogued
7
7 tools available. Full list below.
☁
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
○
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
●
Liveness
100%
Based on 2 checks. Average response: 232ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://platform--ranomics.run.tools
Tools (7)
list_targets
List 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.
estimate_cost
Non-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.
submit_experiment
Submit 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.
get_experiment_status
Poll 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.
get_experiment_quote
Fetch the quote for an experiment once status is QuoteSent. Returns quote_id, total_usd, line_items, valid_until, and terms_url. Pass the quote_id to confirm_quote to accept.
confirm_quote
Accept 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.
Show all 7 tools ↓
get_experiment_results
Fetch 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.

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