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LangChain

Harbor for LangChain

io.github.oreondev/harbor-mcp

Read-only access to Harbor: projects, artifacts, vulnerabilities, robots, replication, agent skills.

client:LangChain transport:stdio runtime:oci

Install Harbor in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "harbor-mcp": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/oreondev/harbor-mcp:0.2.0"],
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

Harbor in other clients