
Control and debug Temporal workflows with AI
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Tracked since2026
0 reviews trackedWhat is Temporal MCP?
Temporal is a durable execution platform: workflows are written as ordinary code, and the service replays them from an event history so they survive crashes, restarts and waits that last days. An MCP server for Temporal sits between an AI client and a cluster, whether that is a local development server or a Temporal Cloud namespace, and turns cluster operations into tools an assistant can call. The exposed surface follows the workflow lifecycle. An agent can list executions in a namespace with filters, describe a single execution, read its full event history, start workflows and fetch their results, send signals and run queries against running executions, and cancel or terminate them, including across batches. Schedules are covered too, so recurring workflows can be inspected and paused. Connection settings handle both a plain host and namespace for local work and certificate or API key authentication for Temporal Cloud. Debugging is the obvious payoff. Reading a long event history by hand is tedious work, and asking why an execution stalled, then having the assistant pull the history and the pending activities itself, beats assembling CLI invocations. The same reach makes it a sharp instrument, since terminate and signal change production state and a batch operation multiplies that. Scope the credential you hand an agent to a specific namespace, and keep write capable connections away from clients you let run unattended.
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Key Features
List and filter workflow executions across a namespaceDescribe an execution and read its complete event history for debuggingStart workflows and retrieve their resultsSend signals and run queries against running executionsCancel or terminate executions individually or as a batchInspect and pause the schedules driving recurring workflows
Pricing
Free
Temporal MCP is completely free to use with no hidden costs.
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Temporal MCP FAQ
How does Temporal MCP help developers debug stalled workflows?
Temporal MCP lets an AI assistant pull the full event history and pending activities for a stalled execution, so developers can ask why it stalled without manually assembling CLI commands. This turns tedious manual inspection into a conversational debugging session.
How does Temporal MCP compare to Inngest MCP for workflow management?
Both are MCP servers for durable execution platforms, but Temporal MCP is built specifically for Temporal's workflow lifecycle, covering listing, describing, starting, signaling, querying, canceling, terminating, and schedule management. Inngest MCP targets Inngest's platform, so the choice depends on which workflow engine your team uses.
What kind of risks should teams consider when using Temporal MCP?
Because Temporal MCP exposes write operations like terminate, signal, and batch cancellation, an agent with broad credentials can change production state. Teams should scope credentials to a specific namespace and keep write-capable connections away from unattended clients to avoid unintended disruptions.
Which teams benefit most from integrating Temporal MCP into their workflow?
Developer teams that build and maintain Temporal workflows benefit most, especially those debugging long-running executions or managing recurring schedules. The tool is also valuable for platform engineering teams that want to give AI assistants controlled access to their Temporal clusters.
How is Temporal MCP priced?
Temporal MCP is free to use with no paid plan required, making it accessible for individual developers and teams to integrate into their AI tooling without additional cost.
Can Temporal MCP manage recurring workflows through schedules?
Yes, Temporal MCP covers schedule management, allowing an AI assistant to inspect and pause recurring workflows. This lets teams control scheduled executions without switching to a separate interface.
Does Temporal MCP support authentication for Temporal Cloud?
Yes, Temporal MCP handles connection settings for both local development servers and Temporal Cloud, supporting certificate or API key authentication. This ensures secure access to cloud namespaces.
How does Temporal MCP handle batch operations on workflows?
Temporal MCP can cancel or terminate workflows across batches, which is powerful for bulk management but also amplifies risk. Teams should use batch operations carefully and with appropriately scoped credentials.
Source: temporal.io