appcrane-mcp
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- AlicenseNot gradedqualityAmaintenanceAppCrane is the self-hosted home for the apps your AI builds and your AI deploys. It exposes 35 appcrane_* MCP tools so any MCP client (Claude Code, Cursor, Codex) can run the full deploy lifecycle — create app, deploy to sandbox/production, manage secrets, stream logs, list releases, roll back — every action bound to a user and audit-logged. Enterprise SSO (SAML/OIDC/SCIM), Docker isolation per a6AGPL 3.0
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to access a unified catalog of tools from various APIs (OpenAPI, GraphQL, MCP, Google Discovery) through the MCP protocol.MIT
- AlicenseNot gradedqualityAmaintenanceAn integration layer for AI agents that provides a catalog of tools from various sources (OpenAPI, GraphQL, MCP, etc.) and can be used as an MCP server for compatible agents.3,967MIT
- AlicenseAqualityDmaintenanceAggregates tools from multiple MCP servers, acting as a proxy to provide unified access to various AI agents and tools.106 npm3MIT
- FlicenseNot gradedqualityDmaintenanceEnables LLM-powered agents to securely communicate with and orchestrate downstream microservices via FastAPI endpoints exposed as MCP tools.-

FlowFlox Tools for Difyofficial
FlicenseNot gradedqualityBmaintenanceProvides Dify apps with a secure, app-scoped MCP tool catalog and action gateway for authorized FlowFlox operations, enabling intent-driven planning and fixed operational processes without exposing global credentials.-
TDQS
Scored across 35 tools
Each tool has a clearly distinct purpose, with detailed descriptions that prevent confusion even among similar operations (e.g., cp vs push_staged_file, get_logs vs get_deploy_log).
All tools follow a consistent appcrane_verb_noun pattern (e.g., create_app, list_apps, set_secret, deploy). No mixing of conventions or vague verbs.
With 35 tools, the server is on the heavy side. While the scope is broad (full app lifecycle management), the number exceeds the typical 25+ threshold, making it feel slightly oversized. Some consolidation could be considered.
The tool set covers the entire app lifecycle: creation, deployment, configuration, access control, file operations, logs, health, analytics, and request management. No obvious gaps for the stated purpose.