The request is generic ('batch synthesis API'), so the candidates are those whose sources show batch-oriented synthesis or generation. Azure Batch lists batch synthesis operations 1; Muapi and RunAPI offer one API for generative media and LLM models with batch-style asynchronous tasks 79. Which platform or modality you need (text-to-speech, image, video, or general AI generation) is not stated, so the choice depends on that.
A question back: Which kind of synthesis do you need (speech, image, video, audio, or text/LLM), and on which platform or cloud should it run?
- 1
- 2
Muapimuapi.aiverified and signed
Generative AI API platform with 500+ media models in one API, including audio generation through muapi_audio_create and muapi_audio_from_text 7.
+63 community tools built for it
for agents: muapi_audio_create · muapi_keys_create · muapi_audio_from_text
- 3
RunAPIrunapi.aifound in code, not yet checked
Unified API for video, music, image and LLM generation, with create_task to run an operation and get_task to poll results 9.
+1 community tools built for it
for agents: create_task · get_task · check_balance
Sources
- 1Cloud Computing Services | Microsoft Azureazure.microsoft.com · read 2026-10-29
- 7Generative AI API Platform | Run FLUX, Kling & Seedance | Muapimuapi.ai · read 2026-10-29
- 9RunAPI - Unified AI API for Video, Music, Image & LLM Generationrunapi.ai · read 2026-10-29
For agents: the 10 actions behind this answer
BatchSyntheses_List · Batch synthesis API verified and signed
Gets the list of batch syntheses.
image-synthesis · qwen-image verified and signed
Task: Image Synthesis
custom_api_call · OpenAI (Activepieces) verified and signed
Custom API Call — Make a custom API call to a specific endpoint
azure-compute-batch-java · azure-compute-batch-java verified and signed
Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java".
typespec-api-operations · typespec-api-operations verified and signed
Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards
api · aws-xray-sdk-core verified and signed
muapi_audio_create · Muapi verified and signed
Create original music using Suno via muapi.ai.
Members_batchCreate · Cloudflare API verified and signed
Batch create organization members
create_task · RunAPI MCP Server found in code, not yet checked
Run a RunAPI operation with a caller-generated idempotency key. Asynchronous operations can optionally poll until completion.
send_batch_emails · Resend (Activepieces) verified and signed
Send Batch Emails — Send up to 100 emails in a single API call
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.