avivsinai/langfuse-mcp
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Langfuse MCP (Model Context Protocol) server facilitates AI agents in querying Langfuse trace data for enhanced debugging and observability.
Langfuse MCP Server
Model Context Protocol server for Langfuse observability. Query traces, debug errors, analyze sessions, manage prompts.
Why langfuse-mcp?
Comparison with official Langfuse MCP (as of Jan 2026):
| langfuse-mcp | Official | |
|---|---|---|
| Traces & Observations | Yes | No |
| Sessions & Users | Yes | No |
| Exception Tracking | Yes | No |
| Prompt Management | Yes | Yes |
| Dataset Management | Yes | No |
| Selective Tool Loading | Yes | No |
This project provides a full observability toolkit — traces, observations, sessions, exceptions, and prompts — while the official MCP focuses on prompt management.
Quick Start
Requires uv (for uvx).
Get credentials from Langfuse Cloud → Settings → API Keys. If self-hosted, use your instance URL for LANGFUSE_HOST.
# Claude Code (project-scoped, shared via .mcp.json)
claude mcp add \
-e LANGFUSE_PUBLIC_KEY=pk-... \
-e LANGFUSE_SECRET_KEY=sk-... \
-e LANGFUSE_HOST=https://cloud.langfuse.com \
--scope project \
langfuse -- uvx --python 3.11 langfuse-mcp
# Codex CLI (user-scoped, stored in ~/.codex/config.toml)
codex mcp add langfuse \
--env LANGFUSE_PUBLIC_KEY=pk-... \
--env LANGFUSE_SECRET_KEY=sk-... \
--env LANGFUSE_HOST=https://cloud.langfuse.com \
-- uvx --python 3.11 langfuse-mcp
Restart your CLI, then verify with /mcp (Claude Code) or codex mcp list (Codex).
Tools (25 total)
| Category | Tools |
|---|---|
| Traces | fetch_traces, fetch_trace |
| Observations | fetch_observations, fetch_observation |
| Sessions | fetch_sessions, get_session_details, get_user_sessions |
| Exceptions | find_exceptions, find_exceptions_in_file, get_exception_details, get_error_count |
| Prompts | list_prompts, get_prompt, get_prompt_unresolved, create_text_prompt, create_chat_prompt, update_prompt_labels |
| Datasets | list_datasets, get_dataset, list_dataset_items, get_dataset_item, create_dataset, create_dataset_item, delete_dataset_item |
| Schema | get_data_schema |
Dataset Item Updates (Upsert)
Langfuse uses upsert for dataset items. To edit an existing item, call create_dataset_item with item_id. If the ID exists, it updates; otherwise it creates a new item.
create_dataset_item(
dataset_name="qa-test-cases",
item_id="item_123",
input={"question": "What is 2+2?"},
expected_output={"answer": "4"}
)
Skill
This project includes a skill with debugging playbooks.
Via skills (recommended):
npx skills add avivsinai/langfuse-mcp -g -y
Via skild:
npx skild install @avivsinai/langfuse -t claude -y
Manual install:
cp -r skills/langfuse ~/.claude/skills/ # Claude Code
cp -r skills/langfuse ~/.codex/skills/ # Codex CLI
Try asking: "help me debug langfuse traces"
See for full documentation.
Selective Tool Loading
Load only the tool groups you need to reduce token overhead:
langfuse-mcp --tools traces,prompts
Available groups: traces, observations, sessions, exceptions, prompts, datasets, schema
Read-Only Mode
Disable all write operations for safer read-only access:
langfuse-mcp --read-only
# Or via environment variable
LANGFUSE_MCP_READ_ONLY=true langfuse-mcp
This disables: create_text_prompt, create_chat_prompt, update_prompt_labels, create_dataset, create_dataset_item, delete_dataset_item
Other Clients
Cursor
Create .cursor/mcp.json in your project (or ~/.cursor/mcp.json for global):
{
"mcpServers": {
"langfuse": {
"command": "uvx",
"args": ["--python", "3.11", "langfuse-mcp"],
"env": {
"LANGFUSE_PUBLIC_KEY": "pk-...",
"LANGFUSE_SECRET_KEY": "sk-...",
"LANGFUSE_HOST": "https://cloud.langfuse.com"
}
}
}
}
Docker
docker run --rm -i \
-e LANGFUSE_PUBLIC_KEY=pk-... \
-e LANGFUSE_SECRET_KEY=sk-... \
-e LANGFUSE_HOST=https://cloud.langfuse.com \
ghcr.io/avivsinai/langfuse-mcp:latest
Development
uv venv --python 3.11 .venv && source .venv/bin/activate
uv pip install -e ".[dev]"
pytest
License
MIT