mcp/opik pulls statistics

Opik MCP Server

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics. .

What is an MCP Server?

MCP Info

Attribute|Details| |-|-| Docker Image|mcp/opik Author|comet-ml Repository|https://github.com/comet-ml/opik-mcp

Image Building Info

Attribute|Details| |-|-| Dockerfile|https://github.com/comet-ml/opik-mcp/blob/ea3b4862c5d904fd51cacf61a28abf4791864d1e/Dockerfile Commit|ea3b4862c5d904fd51cacf61a28abf4791864d1e Docker Image built by|Docker Inc. Docker Scout Health Score| Verify Signature|COSIGN_REPOSITORY=mcp/signatures cosign verify mcp/opik --key https://raw.githubusercontent.com/docker/keyring/refs/heads/main/public/mcp/latest.pub Licence|Apache License 2.0

Available Tools (13)

Tools provided by this Server|Short Description -|- add-trace-feedback|Add feedback scores to a trace for quality evaluation and monitoring.| create-project|Create a new project| create-prompt|Create a new prompt| get-prompt-version|Retrieve a specific version of a prompt| get-prompts|Get a list of prompts with optional filtering| get-trace-by-id|Get detailed information about a specific trace including input, output, metadata, and timing information| get-trace-stats|Get aggregated statistics for traces including counts, costs, token usage, and performance metrics over time| get-trace-threads|Get trace threads (conversation groupings) to view related traces that belong to the same conversation or session| list-projects|Get a list of projects with optional filtering| list-traces|Get a list of traces from a project.| opik-integration-docs|Provides detailed documentation on how to integrate Opik with your LLM application| save-prompt-version|Save a new version of a prompt| search-traces|Advanced search for traces with complex filtering and query capabilities|

Tools Details

Tool: add-trace-feedback

Add feedback scores to a trace for quality evaluation and monitoring. Useful for rating trace quality, relevance, or custom metrics Parameters|Type|Description -|-|- scores|array|Array of feedback scores to add. Each score should have a name and value between 0-1 traceId|string|ID of the trace to add feedback to workspaceName|string optional|Workspace name to use instead of the default

Tool: create-project

Create a new project Parameters|Type|Description -|-|- name|string|Name of the project description|string optional|Description of the project workspaceName|string optional|Workspace name to use instead of the default

Tool: create-prompt

Create a new prompt Parameters|Type|Description -|-|- name|string|Name of the prompt description|string optional|Description of the prompt tags|array optional|List of tags for the prompt

Tool: get-prompt-version

Retrieve a specific version of a prompt Parameters|Type|Description -|-|- name|string|Name of the prompt commit|string optional|Specific commit/version to retrieve

Tool: get-prompts

Get a list of prompts with optional filtering Parameters|Type|Description -|-|- name|string optional|Filter by prompt name page|number optional|Page number for pagination size|number optional|Number of items per page

Tool: get-trace-by-id

Get detailed information about a specific trace including input, output, metadata, and timing information Parameters|Type|Description -|-|- traceId|string|ID of the trace to fetch (UUID format, e.g. "123e4567-e89b-12d3-a456-426614174000") workspaceName|string optional|Workspace name to use instead of the default workspace

Tool: get-trace-stats

Get aggregated statistics for traces including counts, costs, token usage, and performance metrics over time Parameters|Type|Description -|-|- endDate|string optional|End date in ISO format (YYYY-MM-DD). Example: "2024-01-31" projectId|string optional|Project ID to filter traces. If not provided, will use the first available project projectName|string optional|Project name to filter traces (alternative to projectId) startDate|string optional|Start date in ISO format (YYYY-MM-DD). Example: "2024-01-01" workspaceName|string optional|Workspace name to use instead of the default workspace

Tool: get-trace-threads

Get trace threads (conversation groupings) to view related traces that belong to the same conversation or session Parameters|Type|Description -|-|- page|number optional|Page number for pagination projectId|string optional|Project ID to filter threads projectName|string optional|Project name to filter threads size|number optional|Number of threads per page threadId|string optional|Specific thread ID to retrieve (useful for getting all traces in a conversation) workspaceName|string optional|Workspace name to use instead of the default

Tool: list-projects

Get a list of projects with optional filtering Parameters|Type|Description -|-|- page|number optional|Page number for pagination size|number optional|Number of items per page workspaceName|string optional|Workspace name to use instead of the default

Tool: list-traces

Get a list of traces from a project. Use this for basic trace retrieval and overview Parameters|Type|Description -|-|- page|number optional|Page number for pagination (starts at 1) projectId|string optional|Project ID to filter traces. If not provided, will use the first available project projectName|string optional|Project name to filter traces (alternative to projectId). Example: "My AI Assistant" size|number optional|Number of traces per page (1-100, default 10) workspaceName|string optional|Workspace name to use instead of the default workspace

Tool: opik-integration-docs

Provides detailed documentation on how to integrate Opik with your LLM application

Tool: save-prompt-version…