Support multiple MCP servers in MCPEnvironment#476
Merged
kylemontgomery1 merged 1 commit intorllm-org:mainfrom Apr 4, 2026
Merged
Support multiple MCP servers in MCPEnvironment#476kylemontgomery1 merged 1 commit intorllm-org:mainfrom
kylemontgomery1 merged 1 commit intorllm-org:mainfrom
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Summary
This PR adds multi-server MCP support to
MCPEnvironmentso a single environment can route tool calls across multiple named MCP servers.Fixes #321.
What changed
mcp_serverssupport toMCPEnvironmentfor configuring multiple named MCP servers.tool_name_to_server_namerouting for disambiguating tool names when more than one server exposes the same public tool.MCPConnectionManagersingle-server and moved the multi-server logic intoMCPEnvironmentas a lightweight registry/router layer.mcp_server_command/mcp_server_args/mcp_server_envAPI for backward compatibility.tool_outputseven when calls are routed to different MCP servers.Design notes
tool_name_to_server_name.Testing
/Users/vuductai/Documents/Projects/rllm/.venv/bin/python -m ruff check rllm/environments/tools/mcp_env.py tests/envs/test_mcp_env.py/Users/vuductai/Documents/Projects/rllm/.venv/bin/python -m pytest tests/envs/test_mcp_env.py tests/agents/test_tool_agent.py tests/envs/test_tool_env.py -qCoverage added
from_dictsupport and non-mutation of input args