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Live 34 Actions

Pydantic Logfire Integration for AI Agents

Connect your AI agent to 34 Pydantic Logfire actions via MCP, A2A, or SDK, with agent authentication, tool-calling execution, and security built-in.

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Pydantic Logfire AI Agent Actions

34 production-ready actions for your agent to do more on Pydantic Logfire.

34 Actions
List Projects - List all projects accessible to the authenticated user
Create Project - Create a new project. Returns HTTP 400 "Projects limit reached" when the account's project quota is full.
Get Project Info - Get details of a specific project
Update Project - Update an existing project
Delete Project - Delete a project
Get Current Organization - Read the details of the organization the API key belongs to.
Update Current Organization - Update the details of the organization the API key belongs to.
Delete Current Organization - Permanently delete the organization the API key belongs to.
List Instance Organizations - List all organizations across the self-hosted instance. Requires the instance:admin scope — returns HTTP 403 on Logfire Cloud.
Create Instance Organization - Create an organization across the self-hosted instance. Requires the instance:admin scope — returns HTTP 403 on Logfire Cloud.
Create Organization Invitation - Create a single-use organization invitation for the current organization.
List Organization Invitations - List the outstanding invitations for the organization the API key belongs to, including each invitation's expiry and usage count.
List Alerts - List all alerts for a project.
Create Alert - Create a new alert.
Get Alert - Get an alert.
Update Alert - Update an alert.
Delete Alert - Delete an alert.
List Channels - List all notification channels for the organization the project belongs to.
Create Channel - Create a notification channel. The pagerduty-integration and slack-integration types require that integration to be installed on the account first, and notification recipients must be existing user UUIDs — otherwise the provider returns HTTP 422.
Get Channel - Get a single notification channel by ID
Update Channel - Update a notification channel. The pagerduty-integration and slack-integration types require that integration to be installed on the account first, and notification recipients must be existing user UUIDs — otherwise the provider returns HTTP 422.
Delete Channel - Delete a notification channel.
List Dashboards - List Dashboards
Create Dashboard - Create Dashboard
Get Dashboard - Get Dashboard
Update Dashboard - Update Dashboard
Delete Dashboard - Delete Dashboard
Get Variables Config - Get the full variables configuration for a project.
Create Variable - Create a new variable definition, optionally with labels and versions.
Get Variable By Name - Get a variable definition by name with current labels and latest version.
Update Variable - Update an existing variable definition, optionally with labels and versions.
List Variable Types - List the reusable variable type definitions for a project, including each type's id. Requires the optional Project API Key.
Create Variable Type - Create or update (upsert by name) a reusable variable type definition. Requires the optional Project API Key.
Get Variable Type By Name - Look up one reusable variable type by its exact name and return its id. Requires the optional Project API Key.

Do More, Build Less

Integration Infrastructure for Pydantic Logfire AI Agents

Multiple Interfaces

Access integrations via API, AI SDKs, MCP & A2A.

Pydantic Logfire MCP server
Managed Authentication

Pre-built authentication UI.

Agent auth
Falcon Engine

Every Pydantic Logfire action runs on Falcon.

Agent Execution Engine
StackOne Defender
StackOne Defender Meta PG v1 Meta PG v2 DeBERTa 88.7% 67.5% 63.1% 56.9% Detection accuracy

88.7% prompt injection detection.

Prompt injection defense

"What impressed us most about StackOne is its ambition and clarity. They're creating infrastructure that modern software and the entire AI agent ecosystem can rely on. The depth of secure integrations, the pace of delivery, and the team's foresight into AI's future uniquely position StackOne to redefine this category."

Luna Schmid, Partner at GV

"We've been impressed by how quickly and deeply StackOne integrates with complex enterprise systems -- and now, with their focus on agent-to-agent interoperability, they're unlocking even more powerful use cases for customers. StackOne delivers all of the above in a universal layer -- without compromise."

Barbry McGann, SVP at Workday Ventures

G2 - High Performer G2 - Easiest To Do Business With G2 - Users Love Us G2 - Users Most Likely To Recommend G2 - Easiest Admin

Product Teams Love Building Agent Integrations With StackOne

G2

Pydantic Logfire AI agent integration resources

Agentic Context Engineering: Why AI Agents Kill Their Own Context Windows

AI agents exceed their context windows without knowing it. Six failure patterns and seven survival architectures for agentic context engineering.

15 min

MCP Code Mode: Keeping Tool Responses Out of Agent Context

Anthropic's code_execution processes data already in context. Custom MCP code mode keeps raw tool responses in a sandbox. 14K tokens vs 500.

11 min

Comparing BM25, TF-IDF, and Hybrid Search for MCP Tool Discovery

Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.

10 min

Put your AI agents to work

All the tools you need to build and scale AI agent integrations, with best-in-class connectivity, execution, and security.