opik-mcp and freee-mcp
These are ecosystem siblings—Opik provides LLM observability and prompt management capabilities that complement freee's accounting API integration, allowing AI applications to track their operations while accessing financial data through a unified MCP interface.
About opik-mcp
comet-ml/opik-mcp
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
Supports both stdio and streamable-http transports, enabling local IDE integration and remote self-hosted deployments with configurable authentication and workspace resolution. Exposes MCP resources, resource templates, and prompts for metadata-aware workflows, plus modular toolsets (core, integration, expert-prompts, metrics) that can be selectively enabled via CLI or environment configuration.
About freee-mcp
freee/freee-mcp
Model Context Protocol (MCP) server for freee API integration
Supports five freee product APIs (accounting, HR, invoicing, time tracking, sales) with OAuth 2.0 + PKCE authentication and multi-company account switching. Separates concerns between Agent Skills (API reference injection for context efficiency) and the MCP server (handles authentication, request validation, and API calls via OpenAPI schema validation). Integrates with Claude Desktop, Cursor, and other AI agents through remote or local deployment modes.
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