EvolutionaryScale · Capability

EvolutionaryScale Forge ESM3 — Generation

EvolutionaryScale Forge ESM3 generation capability. 2 operations: generate and batch_generate. Wraps the hosted ESM3 multimodal protein language model for iterative masked sampling across sequence, structure, secondary structure, SASA, and function tracks.

EvolutionaryScale Forge ESM3 — Generation is a Naftiko capability published by EvolutionaryScale, one of 4 capabilities the APIs.io network indexes for this provider. It bundles 2 operations across the POST method.

The capability includes 2 state-changing operations. Lead operation: Generate a protein with ESM3 (iterative masked sampling on the configured track). Can be deployed as a REST endpoint, MCP tool, or Agent Skill via Naftiko.

Tagged areas include EvolutionaryScale, ESM3, Generation, and Proteins.

Run with Naftiko EvolutionaryScaleESM3GenerationProteins

What You Can Do

POST
Generate — Generate Protein With ESM3
/api/v1/generate
POST
Batchgenerate — Batch Generate Proteins With ESM3
/api/v1/batch_generate

MCP Tools

evolutionaryscale-forge-generate

Generate a protein with ESM3 (iterative masked sampling on the configured track).

evolutionaryscale-forge-batch-generate

Generate multiple proteins concurrently with ESM3.

Capability Spec

forge-esm3-generation.yaml Raw ↑ 
naftiko: 1.0.0-alpha2
info:
  label: EvolutionaryScale Forge ESM3 — Generation
  description: 'EvolutionaryScale Forge ESM3 generation capability. 2 operations: generate and batch_generate.
    Wraps the hosted ESM3 multimodal protein language model for iterative masked sampling across sequence,
    structure, secondary structure, SASA, and function tracks.'
  tags:
  - EvolutionaryScale
  - ESM3
  - Generation
  - Proteins
  created: '2026-05-24'
  modified: '2026-05-24'
binds:
- namespace: env
  keys:
    FORGE_API_TOKEN: FORGE_API_TOKEN
capability:
  consumes:
  - type: http
    namespace: forge-esm3-generation
    baseUri: https://forge.evolutionaryscale.ai
    description: EvolutionaryScale Forge ESM3 generation endpoints.
    resources:
    - name: api-v1-generate
      path: /api/v1/generate
      operations:
      - name: generate
        method: POST
        description: Generate Protein With ESM3
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: GenerateRequest payload (model, protein, config).
          required: true
    - name: api-v1-batch-generate
      path: /api/v1/batch_generate
      operations:
      - name: batchgenerate
        method: POST
        description: Batch Generate Proteins With ESM3
        outputRawFormat: json
        outputParameters:
        - name: result
          type: array
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: BatchGenerateRequest payload (model, proteins[], configs[]).
          required: true
    authentication:
      type: bearer
      value: '{{env.FORGE_API_TOKEN}}'
      placement: header
  exposes:
  - type: rest
    namespace: forge-esm3-generation-rest
    port: 8080
    description: REST adapter for ESM3 generation.
    resources:
    - path: /api/v1/generate
      name: api-v1-generate
      operations:
      - method: POST
        name: generate
        description: Generate Protein With ESM3
        call: forge-esm3-generation.generate
        with:
          body: rest.body
    - path: /api/v1/batch_generate
      name: api-v1-batch-generate
      operations:
      - method: POST
        name: batchgenerate
        description: Batch Generate Proteins With ESM3
        call: forge-esm3-generation.batchgenerate
        with:
          body: rest.body
  - type: mcp
    namespace: forge-esm3-generation-mcp
    port: 9090
    transport: http
    description: MCP adapter for ESM3 generation.
    tools:
    - name: evolutionaryscale-forge-generate
      description: Generate a protein with ESM3 (iterative masked sampling on the configured track).
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: forge-esm3-generation.generate
      with:
        body: tools.body
    - name: evolutionaryscale-forge-batch-generate
      description: Generate multiple proteins concurrently with ESM3.
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: forge-esm3-generation.batchgenerate
      with:
        body: tools.body