blatant-why

data-ai MCP Server

AI-powered biologics design campaign agent — multi-agent orchestration with BoltzGen, PXDesign, Protenix, and 200+ cloud tools. Antibodies, nanobodies, de novo binders, and beyond.

VerifiedInstall ReadyReviewed
data-aidata-ai
3 views84 stars9 forksv0.1.0-betaMIT

Why This Matters

Discovered via github-seeds:mcp-hot and last synced 3mo ago.

VerifiedInstall ReadyReviewed
Source
github-seeds:mcp-hot
Stars
84
Last synced
3mo ago
Install
Instructions detected

Install

1. Install the package

npx blatant-why

2. Add to claude_desktop_config.json

{
  "mcpServers": {
    "blatant-why": {
      "command": "npx",
      "args": [
        "blatant-why"
      ]
    }
  }
}

Config file location: ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) / %APPDATA%\Claude\claude_desktop_config.json (Windows)

67
Tools
0
Resources
0
Prompts
Standard I/O
Transport

Available Tools (67)

11

Biological databases, compute (local + HPC + cloud), screening, campaign state, knowledge store

Skills

19

cloud

Cloud compute abstraction

by-prior-art-researcher

Prior-art deep dive for novel targets

by-visualization

Structure and results visualization

by-epitope

Epitope analysis and mapping

by-design-workflow

orchestration

by-failure-diagnosis

analysis

Component

Count

sabdab

Structural Antibody Database

knowledge

JSON-backed campaign knowledge store

by-design

Generate designs via local, HPC, or cloud pipelines

by-plan-checker

Campaign plan validation

boltzgen

tool

by-hypothesis-debate

strategy

by-session

session

Provider

Cost

Agents

21

tamarind

Tamarind Bio cloud compute

Tool

Install

pdb

Protein Data Bank queries

research

Literature and target research

by-epitope-researcher

Epitope-focused literature and structural research

by-knowledge

persistence

sh

`uv --version`

uniprot

UniProt protein annotation

local_compute

Local GPU compute dispatch

by-research-synthesizer

Synthesize outputs from the research sub-agents

by-verifier

Output verification and sanity checks

Skill

Category

by-epitope-analysis

research

Server

Role

campaign

Campaign state management

by-structure-researcher

Structural analysis (PDB, AlphaFold, conformations)

13

Campaign control from the Claude Code prompt

adaptyv

Adaptyv Bio lab submission (gated)

by-sequence-researcher

Sequence-level analysis (orthologs, conservation, motifs)

by-diversity

Sequence and structural diversity selection

by-humanization

Antibody humanization engineering

by-campaign-manager

orchestration

by-experiment-results

analysis

Key

Required?

invokes

Skills[19 Skills] Claude -->

screening

Screening battery orchestration

Agent

Role

by-environment

Environment setup and dependency checks

protenix

tool

by-evaluator

Structural evaluation and quality assessment

by-lab

Adaptyv Bio lab submission (triple-gated)

pxdesign

tool

by-screening

filtering

by-deploy-compute

deployment

Command

What it does

by-campaign

Campaign lifecycle orchestration

by-liability-engineer

Sequence liability detection and fixes

by-causal-reasoning

analysis

RUNPOD_API_KEY

Optional

Model

Type

by-formatter

Output formatting and reporting

by-database

research

by-campaign-optimizer

optimization

TAMARIND_API_KEY

Cloud fallback when no local GPU

by-scoring

scoring

by-display

display

ADAPTYV_API_TOKEN

Optional

prompt

Claude[Claude Code + CLAUDE.md] Claude -->

by-research

research