Hamming AI Monitoring API

Ingest traces, logs, and production call logs.

Operations 3

POST /traces Ingest traces #
POST /logs Ingest logs #
POST /v2/call-logs Ingest a production call log #

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/hamming-ai-monitoring-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

hamming-ai-monitoring-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Hamming AI REST Datasets Monitoring API
  description: REST API for the Hamming AI testing, evaluation, and observability platform for voice and LLM AI agents. Covers experiments and test runs, voice/call testing, datasets, custom scorers, monitoring/tracing ingestion, and the prompt registry. Endpoints and request shapes are derived from Hamming's public documentation (docs.hamming.ai) and the official open-source SDKs (github.com/HammingHQ/evals-py, evals-ts). Authentication uses a Bearer API key created at hamming.ai/settings.
  termsOfService: https://hamming.ai/terms
  contact:
    name: Hamming AI
    url: https://hamming.ai
  version: '1.0'
servers:
- url: https://app.hamming.ai/api/rest
  description: Hamming REST API base URL
security:
- bearerAuth: []
tags:
- name: Monitoring
  description: Ingest traces, logs, and production call logs.
paths:
  /traces:
    post:
      operationId: ingestTraces
      tags:
      - Monitoring
      summary: Ingest traces
      description: Ingests a batch of trace events (generations, retrievals, spans) from instrumented experiment or monitoring sessions.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/IngestTracesRequest'
      responses:
        '200':
          description: Traces accepted.
          content:
            application/json:
              schema:
                type: object
        '401':
          $ref: '#/components/responses/Unauthorized'
  /logs:
    post:
      operationId: ingestLogs
      tags:
      - Monitoring
      summary: Ingest logs
      description: Ingests a batch of log messages from monitored agents.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/IngestLogsRequest'
      responses:
        '200':
          description: Logs accepted.
          content:
            application/json:
              schema:
                type: object
        '401':
          $ref: '#/components/responses/Unauthorized'
  /v2/call-logs:
    post:
      operationId: ingestCallLog
      tags:
      - Monitoring
      summary: Ingest a production call log
      description: Forwards a production voice call log (for example a provider call-ended event payload) to Hamming for monitoring and scoring against real customer calls.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CallLogRequest'
      responses:
        '200':
          description: Call log accepted.
          content:
            application/json:
              schema:
                type: object
        '401':
          $ref: '#/components/responses/Unauthorized'
components:
  schemas:
    IngestTracesRequest:
      type: object
      required:
      - traces
      properties:
        traces:
          type: array
          items:
            type: object
            additionalProperties: true
    Error:
      type: object
      properties:
        error:
          type: string
          description: A human-readable error message.
    CallLogRequest:
      type: object
      description: A production call log payload. Hamming accepts provider call-ended event payloads (for example from Retell) for monitoring.
      additionalProperties: true
    IngestLogsRequest:
      type: object
      required:
      - logs
      properties:
        logs:
          type: array
          items:
            type: object
            additionalProperties: true
  responses:
    Unauthorized:
      description: Missing or invalid API key.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: A Hamming API key passed as a Bearer token in the Authorization header. Create a key at hamming.ai/settings.