Major Features: - Runtime API for external integrations and turn management - Task manager with persistence and recovery - Shell output streaming and improved tool execution - Error taxonomy and audit logging - Command palette and UI enhancements Documentation: - Runtime API documentation - Operations runbook - Architecture updates Fixes: - Auto-compaction threshold and triggering logic - Doctor command API key validation - Clippy and formatting compliance
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MCP (External Tool Servers)
DeepSeek CLI can load additional tools via MCP (Model Context Protocol). MCP servers are local processes that the CLI starts and communicates with over stdio.
Server mode note:
deepseek serve --mcpruns the MCP stdio server.deepseek serve --httpruns the runtime HTTP/SSE API (separate mode).
Bootstrap MCP Config
Create a starter MCP config at your resolved MCP path:
deepseek mcp init
deepseek setup --mcp performs the same MCP bootstrap alongside skills setup.
Common management commands:
deepseek mcp list
deepseek mcp tools [server]
deepseek mcp add <name> --command "<cmd>" --arg "<arg>"
deepseek mcp add <name> --url "http://localhost:3000/mcp"
deepseek mcp enable <name>
deepseek mcp disable <name>
deepseek mcp remove <name>
deepseek mcp validate
Config File Location
Default path:
~/.deepseek/mcp.json
Overrides:
- Config:
mcp_config_path = "/path/to/mcp.json" - Env:
DEEPSEEK_MCP_CONFIG=/path/to/mcp.json
deepseek mcp init (and deepseek setup --mcp) writes to this resolved path.
After editing the file, restart the TUI.
Tool Naming
Discovered MCP tools are exposed to the model as:
mcp_<server>_<tool>
Example: a server named git with a tool named status becomes mcp_git_status.
Resource and Prompt Helpers
The CLI also exposes helper tools when MCP is enabled:
list_mcp_resources(optionalserverfilter)list_mcp_resource_templates(optionalserverfilter)mcp_read_resource/read_mcp_resource(aliases)mcp_get_prompt
Minimal Example
{
"timeouts": {
"connect_timeout": 10,
"execute_timeout": 60,
"read_timeout": 120
},
"servers": {
"example": {
"command": "node",
"args": ["./path/to/your-mcp-server.js"],
"env": {},
"disabled": false
}
}
}
You can also use mcpServers instead of servers for compatibility with other clients.
Server Fields
Per-server settings:
command(string, required)args(array of strings, optional)env(object, optional)connect_timeout,execute_timeout,read_timeout(seconds, optional)disabled(bool, optional)enabled(bool, optional, defaulttrue)required(bool, optional): startup/connect validation fails if this server cannot initialize.enabled_tools(array, optional): allowlist of tool names for this server.disabled_tools(array, optional): denylist applied afterenabled_tools.
Safety Notes
MCP tools now flow through the same tool-approval framework as built-in tools. Read-only MCP helpers (resource/prompt listing and reads) can run without prompts in suggestive approval modes, while side-effectful MCP tools require approval.
You should still only configure MCP servers you trust, and treat MCP server configuration as equivalent to running code on your machine.
Troubleshooting
- Run
deepseek doctorto confirm the MCP config path it resolved and whether it exists. - If the MCP config is missing, run
deepseek mcp init --forceto regenerate it. - If tools don’t appear, verify the server command works from your shell and that the server supports MCP
tools/list.