Does Temporal support MCP and tool calling?

Full under the Agentic Index verification standard. Temporal publishes public evidence of Model Context Protocol (MCP) support, tool calling, and API or SDK extensibility for connecting agents to external tools. Evidence basis: Seven language SDK coverage on an open source core, with a documented integrations catalogue and the whole platform addressable as code. Broader language reach than anything else in this sub category. No MCP server is documented. 2026-08-05. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Temporal have SOC 2, SSO and role based access control?

Full under the Agentic Index verification standard. Temporal publishes public evidence of enterprise security and identity controls, covering a compliance posture such as SOC 2 or ISO 27001, single sign on (SSO or SAML), and role based access control (RBAC). Evidence basis: RE GRADED 2026-08-05 from P to F after retrieving first party security documentation. Temporal Cloud is SOC 2 Type 2 certified and compliant with GDPR and HIPAA with BAA support, with a trust centre at trust.temporal.io and compliance audit. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Can Temporal be self hosted or run in a private VPC?

Full under the Agentic Index verification standard. Temporal publishes public evidence of self hosted or private VPC deployment, along with data residency options for controlling where agent data is processed and stored. Evidence basis: The strongest deployment position in this sweep: fully self hostable open source community edition running a Go server with Cassandra or PostgreSQL and Elasticsearch, explicitly the route for strict data residency requirements, plus a manag. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Back to vendors

Temporal

Q: Who is Temporal for?

platform and infrastructure engineering teams, enterprises with mission critical workflows, AI teams running long horizon agents

Q: What are the best alternatives to Temporal?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Temporal among agent infrastructure platforms are Hatchet, DBOS, Pipedream, Snowplow. Each is graded on the same public evidence, and no vendor pays for placement.

Also known as: Temporal.io, Temporal Cloud, Temporal Technologies

Visit site

Agent infrastructureindependentVerified 2026-08-05

Entry priceFree to self host (open source); Temporal Cloud Essentials from about $100 per month, Business from about $500, plus roughly $50 per million ActionsFull pricing detail

Durable execution platform whose event history replay lets long running microservice and AI agent workflows resume exactly where they failed, available as open source self hosted software or managed multi region cloud.

Temporal is the incumbent of durable execution, and increasingly the orchestration backend under production AI agents. Founded in 2019 by Samar Abbas and Maxim Fateev, the co creators of Uber's Cadence engine with prior work on Amazon Simple Workflow Service and Microsoft's Durable Task Framework, it has raised roughly $650 million across six rounds including a $300 million Series D in February 2026 led by Andreessen Horowitz at a $5 billion valuation. Snap, Netflix, HashiCorp, OpenAI, ADP and Block run on it, across a reported 9.1 trillion lifetime action executions.

The model is workflow as code. You write ordinary application logic in one of seven language SDKs, and Temporal records every step into an event history and replays that state after a failure, so a multi step agent plan or a payment saga resumes exactly where it stopped rather than restarting. Around that sit Activities for external calls, Signals and Updates for injecting input into a running workflow, Timers and Schedules, and Activity Heartbeats for long running work. Event histories run to 200,000 events with configurable retention.

It is explicitly not an AI product. It is the substrate other agent frameworks run on, and its integration catalogue reflects that: durable execution for the OpenAI Agents SDK, type safe agents through Pydantic AI, AWS Strands Agents orchestration, durable Spring AI tool calls, plus observability routes into Prometheus, Grafana and Parseable and governance guardrails through OpenBox. Its stated product direction around serverless workers and agent orchestration points the same way.

Deployment is its strongest structural advantage. The community edition is open source and self hostable, running a Go server with Cassandra or PostgreSQL for persistence and Elasticsearch for visibility queries, which is the route organisations take under strict data residency requirements. Temporal Cloud is the managed alternative, with a high availability tier offering multi region replication, a 99.99 percent uptime commitment, sub one minute recovery point and twenty minute recovery time objectives. The trade off is operational weight: self hosting is a real infrastructure commitment and the learning curve is the most cited objection to adopting it.

Vendor details

Canonical URL

https://temporal.io

Company status

independent

Use cases & customers

Target customers

platform and infrastructure engineering teamsenterprises with mission critical workflowsAI teams running long horizon agents

Deployment options

self-hostedopen sourcemanaged cloudmulti-region

In practice

Your research agent runs for three days across fifty documents and the server restarts mid task. Event history replay resumes from the last recorded step rather than repeating API calls and duplicating writes.

You already use the OpenAI Agents SDK, Pydantic AI or AWS Strands and want the agent to survive failures without rewriting it. Temporal has documented durable execution integrations for each rather than asking you to adopt its own agent framework.

Data residency rules prevent using a managed orchestration service. The community edition self hosts on your own infrastructure, which is the documented reason organisations choose it over Temporal Cloud.

Sources & related URLs

Research sources

https://docs.temporal.io/integrations https://effloow.com/articles/temporal-ai-agents-durable-execution-guide-2026 https://www.zenml.io/blog/temporal-pricing https://tooldirectory.ai/tools/temporal

Agentic Index coverage score

9.5 / 14 capabilities · 68%

Integrations & Tool CallingA documented integrations catalogue covering the OpenAI Agents SDK, Pydantic AI, AWS Strands Agents, Spring AI tool calls, Spring Boot, Parseable, Prometheus and Grafana, alongside Activities that call any external system in code. Temporal integrations documentation 2026-08-05	Full
Workflow OrchestrationThe category defining implementation: workflow as code with Activities, Signals, Updates, Timers, Schedules and Activity Heartbeats, automatic retries, and orchestration across microservices in workflows exceeding 25,000 events. 2026-08-05	Full
Knowledge Grounding & RAGNo retrieval, vector store or knowledge grounding capability. Temporal is explicitly not an AI product; it is the orchestration backend, and grounding belongs to the agent framework running on top of it. 2026-08-05	Unable to verify
Human Oversight & GuardrailsSignals, Updates and Timers let a running workflow pause and accept external human input, which is the same primitive class Inngest markets as human in the loop, but Temporal does not frame or package it that way and governance guardrails for AI workflows arrive through a third party integration, OpenBox, rather than natively. 2026-08-05	Partial
Security, Identity & GovernanceRE GRADED 2026-08-05 from P to F after retrieving first party security documentation. Temporal Cloud is SOC 2 Type 2 certified and compliant with GDPR and HIPAA with BAA support, with a trust centre at trust.temporal.io and compliance audits available on request. Controls include annual third party full scope penetration testing, production access gated by SSO with MFA granted just in time and time boxed to eight hours with no shared accounts and full logging, per namespace endpoints and certificates from the customer's own CA, SSO and RBAC for fine grained access, mTLS, and AWS PrivateLink or Google Cloud Private Service Connect to keep workflow traffic off the public internet. A customer hosted Codec Server allows payloads to be encrypted client side so Temporal never sees plaintext, and workers poll outward so Temporal never calls into the customer VPC. IMPORTANT SCOPING: these certifications apply to Temporal Cloud only, NOT to self hosted deployments, and no ISO 27001 certification was found on the vendor's own domain.	Full
Observability & AuditabilityEvent history makes every executed step permanently inspectable, Elasticsearch backs visibility queries on self hosted deployments, and documented integrations stream workflow and activity events to Parseable and scrape Cloud metrics into Prometheus and Grafana. The audit trail is a structural property, not a feature. 2026-08-05	Full
Memory & State PersistenceEvent history replay is the definitive implementation of durable state: every step is recorded and state is automatically reconstructed after failure so execution resumes exactly where it stopped, with histories up to 200,000 events and configurable retention. 2026-08-05	Full
Deployment & Data ResidencyThe strongest deployment position in this sweep: fully self hostable open source community edition running a Go server with Cassandra or PostgreSQL and Elasticsearch, explicitly the route for strict data residency requirements, plus a managed cloud whose high availability tier adds multi region replication, a 99.99 percent uptime commitment, sub one minute RPO and twenty minute RTO. 2026-08-05	Full
Prebuilt Agents, Templates & PacksAn integrations catalogue and reference samples exist across seven SDKs, but Temporal ships no prebuilt agents, template gallery or ready to deploy packs; the agent layer is expected to come from OpenAI, Pydantic AI or AWS Strands. 2026-08-05	Partial
Triggers & Channel CoverageWorkflows start on demand or from Schedules, receive Signals and Updates from external systems mid execution, and use Timers for time based continuation, giving event driven, scheduled and externally signalled invocation. 2026-08-05	Full
Model Flexibility & RoutingEntirely model agnostic by design with no model list, routing policy, selection interface or bring your own key concept, since model choice belongs to the agent framework running on top. 2026-08-05	Unable to verify
APIs, SDKs & MCP ExtensibilitySeven language SDK coverage on an open source core, with a documented integrations catalogue and the whole platform addressable as code. Broader language reach than anything else in this sub category. No MCP server is documented. 2026-08-05	Full
Testing, Debugging & OptimizationEvent history makes any execution replayable and inspectable after the fact, which is a genuine debugging surface, but no local development parity tooling, replay test framework or evaluation harness was documented in the material retrieved. Likely an undergrade; re verify against Temporal's testing documentation. 2026-08-05	Partial
Browser & Computer UseNo browser control or computer use capability. Temporal executes developer written workflow and activity code rather than operating interfaces. 2026-08-05	Unable to verify

The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Recent platform changes

2026-08-07·Security / enterprisePartially Verified

Temporal has introduced Projects for Temporal Cloud in Pre-Release. This feature provides a first-class mechanism to organize Temporal Cloud resources, including namespaces and Nexus endpoints.

Bears on: Security / enterprise

View source

View all 1 change for Temporal →Tracked since Aug 2026 · Verified from public vendor sources

Pricing

Free to self host (open source); Temporal Cloud Essentials from about $100 per month, Business from about $500, plus roughly $50 per million Actions

cloud plan fee plus Actions and storage; free if self hosted

Free tierTrial available

What is public

Plan structure, approximate rates and the Action based consumption model are widely documented, and Temporal publishes a pricing page that was not retrieved in this pass.

Billing mechanics

Two entirely different cost models. Self hosting is free of licence cost but carries the infrastructure and operational burden of running the Temporal server with Cassandra or PostgreSQL and Elasticsearch, modelled by third parties at roughly $2,500 to $4,500 a month at moderate scale. Temporal Cloud combines a monthly plan fee with consumption on Actions and on active and retained storage.

Cost watchouts

Actions accumulate per primitive rather than per run, retained event history is billed as storage, and self hosting carries substantial operational cost for Cassandra or PostgreSQL plus Elasticsearch

Variable cost rationale

Actions accrue per primitive rather than per workflow, so agent loops with retries, heartbeats, signals and long lived event histories multiply the count in ways that are hard to forecast, and retained history is separately billed as storage.

Additional watchouts

Independent guidance advises caution for teams that cannot yet estimate Actions or storage, which is precisely the position of anyone with unpredictable agent behaviour. Learning curve and operational weight are the two most cited objections in comparisons against lighter alternatives.

Overage / add-ons

Consumption billed on Actions at roughly $50 per million, plus active and retained storage, on top of the monthly plan fee

Sales call required

Mixed (some tiers require a call)

Free / trial

The community edition is free and open source with no usage limits, and Temporal Cloud offers a free tier described as generous for development

Lowest paid plan

Essentials

Commercial notes

The Action is the unit that catches agent teams out. A background agent is not one run: starting a workflow, calling tools through activities, retrying failures, recording heartbeats, receiving signals and updates, setting timers and holding event history open all register separately. Comparative modelling puts Temporal Cloud above AWS Step Functions at equivalent volume, with durability rather than unit price as the justification.

Key ambiguities

Sources conflict on the Cloud entry point, quoting both about $100 and about $200 per month, and Temporal changed its Cloud plan structure recently. The open source licence is reported as both MIT and Apache 2.0. Verify both at temporal.io before relying on either.

Missing data

Confirmed current plan names and rates after the recent restructuring, storage rates, and the licence under which the community edition ships.

Agentic Index verified 2026-08-05

Official pricing page

Related vendors

Alternatives to Temporal

The closest documented capability profiles to Temporal among agent infrastructure platforms tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Hatchet9.0 / 14A lighter documented profile than Temporal
DBOS9.0 / 14Adds documented Model Flexibility & Routing
Pipedream9.0 / 14Fuller documented coverage on Prebuilt Agents, Templates & Packs
Snowplow10.0 / 14Adds documented Knowledge Grounding & RAG
Windmill10.0 / 14Adds documented Model Flexibility & Routing
Bernstein10.5 / 14Adds documented Model Flexibility & Routing

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Temporal with other vendors →Compare all agent infrastructure platforms →See where Temporal ranks →

Data confidence: high