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JaviMaligno

langfuse-mcp-extended

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
LOG_LEVELNoLogging level: debug, info, warn, errorinfo
LANGFUSE_BASE_URLNoLangfuse instance URL (US Cloud, EU Cloud, or self-hosted)https://cloud.langfuse.com
LANGFUSE_PUBLIC_KEYYesYour Langfuse public key (pk-lf-...)
LANGFUSE_SECRET_KEYYesYour Langfuse secret key (sk-lf-...)

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
listTracesA

List traces with filtering and pagination. Returns trace metadata including latency, cost, and observation/score counts.

getTraceA

Get a specific trace with full details including all observations and scores.

deleteTraceA

Delete a specific trace. This action is irreversible.

listObservationsA

List observations (generations, spans, events) with cursor-based pagination. Includes usage metrics, costs, and latency.

getObservationA

Get a specific observation with all details including input/output, usage, costs, and timing.

createScoreA

Create a score for a trace or observation. Supports numeric, boolean, and categorical score types.

listScoresB

List scores with filtering. Supports both trace and observation scores.

getScoreB

Get a specific score by ID.

deleteScoreB

Delete a specific score. This action is irreversible.

createScoreConfigC

Create a score configuration that defines validation rules for scores. Supports numeric ranges, categorical values, and boolean types.

listScoreConfigsB

List all score configurations in the project.

getScoreConfigA

Get a specific score configuration by ID.

createDatasetB

Create a new dataset for evaluation. Datasets contain items with expected inputs/outputs for testing LLM applications.

listDatasetsC

List all datasets in the project.

getDatasetA

Get a dataset by name including its items and run names.

createDatasetItemB

Create or upsert a dataset item. Use id parameter for idempotent updates.

listDatasetItemsC

List items in a dataset with optional filtering.

getDatasetItemA

Get a specific dataset item by ID.

deleteDatasetItemA

Delete a specific dataset item. This action is irreversible.

createDatasetRunItemA

Create a dataset run item linking a trace/observation to a dataset item for evaluation.

listDatasetRunsB

List all runs for a specific dataset.

getDatasetRunA

Get a specific dataset run by name including its run items.

listSessionsC

List all sessions. Sessions group multiple traces from the same user interaction.

getSessionA

Get a specific session by ID including its traces.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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