Miriel Learn API

The Learn API from Miriel — 1 operation(s) for learn.

Operations 1

POST /api/v2/learn Learn from an input or data source #

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API
curl "https://apis.io/api/v1/apis/miriel-learn-api"
All apis
curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

miriel-learn-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Miriel Context Engine Documents Learn API
  version: v2
  description: Miriel is the context engine and platform for AI-native development. The API lets applications and agents learn from any data source and query relevant context in real time, with LLM-, vector-, and graph-based retrieval, per-token permissions (grant IDs), and encryption. This description is a faithful derivation of the official TypeScript SDK (@miriel/miriel v0.1.0); Miriel does not publish a machine-readable OpenAPI document at a public URL.
  contact:
    name: Miriel
    url: https://miriel.ai
  x-derived-from: npm @miriel/miriel v0.1.0 (dist type definitions + compiled client)
servers:
- url: https://api.prod.miriel.ai
  description: Production
security:
- accessToken: []
tags:
- name: Learn
paths:
  /api/v2/learn:
    post:
      operationId: learn
      summary: Learn from an input or data source
      description: Ingest and index content (string or file/URL source) into the context engine.
      tags:
      - Learn
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              type: object
              properties:
                input:
                  type: string
                user_id:
                  type: string
                metadata: {}
                force_string:
                  type: boolean
                discoverable:
                  type: boolean
                grant_ids:
                  type: array
                  items:
                    type: string
                domain_restrictions: {}
                recursion_depth:
                  type: integer
                priority:
                  type: integer
                project: {}
                chunk_size:
                  type: integer
                polling_interval:
                  type: integer
      responses:
        '200':
          description: Learning job accepted
components:
  securitySchemes:
    accessToken:
      type: apiKey
      in: header
      name: x-access-token
      description: API key issued from the Miriel dashboard, sent in the x-access-token header.