Harness MCP Server
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- FlicenseNot gradedqualityDmaintenanceIntegrates Harness with GenAI applications via the Model Context Protocol, enabling continuous delivery and cloud cost management through natural language.-
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to manage Coolify infrastructure including servers, applications, databases, deployments, and 80+ one-click services through 98 comprehensive tools for both cloud and self-hosted instances.MIT
- AlicenseAqualityCmaintenanceLets AI agents query, manage, and operate their LLM observability data directly from the conversation. Provides 87 tools for cost analysis, alerting, anomaly detection, and runtime control gates.87104 npmMIT
- AlicenseAqualityAmaintenanceEnables AI assistants to interact with Argo CD through its REST API, providing tools to triage application status, sync, roll back, inspect drift, read logs, and manage ApplicationSets, clusters, projects, and repositories. Supports read-only safeguards, curated GitOps resources, and workflow prompts for safe operations.37272 PyPIMIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to deploy and manage applications on Coolify through structured tools, supporting project management, app lifecycle control, pre-configured templates, and deployment monitoring with built-in safety guardrails.130 npm3MIT
TDQS
Scored across 11 tools
Each tool has a distinct verb (create, delete, describe, diagnose, execute, get, list, schema, search, status, update) with clear, non-overlapping purposes. Descriptions provide enough detail to differentiate, e.g., harness_get retrieves by ID while harness_list applies filters.
All tools follow the exact pattern 'harness_<verb>' with lowercase snake_case. The verb choice is consistent and descriptive, creating a predictable and easy-to-navigate naming convention.
11 tools cover the core operations for Harness resources (CRUD, search, status, diagnosis, execution, schema discovery) without being overwhelming. Each tool serves a clear purpose within the DevOps platform domain.
The tool set covers creation, retrieval, listing, updating, deletion, schema validation, search, status monitoring, diagnosis, and execution actions. A minor gap is the lack of a dedicated tool for fetching detailed execution logs or history, but harness_status and harness_diagnose partially address this.