The description does not say which logfire tools are available or what problem they solve.

logfire — MCP server by pydantic/skills

logfire

logfire is an MCP server for Claude Code from pydantic/skills. Its token cost is not measured, scanned A, original, MIT.

A remotely hosted MCP server named logfire, configured from the pydantic/skills project. MCP is a way for an agent to use tools provided by another service.

In plain words

What is it for?: It connects the agent to the remote Logfire service, but the available information does not identify concrete jobs.
Why use it?: The description does not say which logfire tools are available or what problem they solve.

Written for Claude Code: shipped in a Claude Code plugin. Also seen: listed in a Claude config.

Part of the logfire plugin — 10 skills, 7 commands, 1 MCP server shipped together

Good fit It connects the agent to the remote Logfire service, but the available information does not identify concrete jobs.

Compare 6 mcp servers from other repositories ↓

Install with agentmods

npx agentmods add mcp/pydantic/skills/logfire-logfire

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/pydantic/skills

Made for: Claude Code.

Or install logfire, the plugin that ships this one along with the rest of its 10 skills, 7 commands, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/pydantic/skills/logfire-logfire/github.svg)](https://agentmods.dev/mcp/pydantic/skills/logfire-logfire)

Your own site

<a href="https://agentmods.dev/mcp/pydantic/skills/logfire-logfire"><img src="https://agentmods.dev/badge/mcp/pydantic/skills/logfire-logfire/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/pydantic/skills/logfire-logfire"><img src="https://agentmods.dev/badge/mcp/pydantic/skills/logfire-logfire.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

logfire scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/logfire/.mcp.json · 6 lines

What it actually says

{
  "logfire": {
    "type": "http",
    "url": "${LOGFIRE_MCP_URL:-https://logfire-us.pydantic.dev/mcp}"
  }
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 6 lines scan A 8be413dacbea

Subscribe to this mod's changes

logfire is an MCP server published in the GitHub repository pydantic/skills (151 stars, last pushed 9d ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metrics

logfire next to 6 mcp servers from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
logfirepydantic/skills	MCP server	151	9d ago	MIT	A	—	Claude Code
docs-langchainlangchain-ai/langchain	MCP server	149k	yesterday	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
component-explorermicrosoft/vscode	MCP server	195k	yesterday	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
codex_message_boardopenai/codex	MCP server	133k	yesterday	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
playwright-testmicrosoft/playwright	MCP server	99k	yesterday	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
reference-langchainlangchain-ai/langchain	MCP server	149k	yesterday	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
reamorluto/rea	MCP server	435k	yesterday	MIT	A	—	Claude Code