MCP server for spawning AI coding agents (Kimi, Codex, and more)
Project description
Moonbridge
Your MCP client just got a team.
Spawn AI coding agents from Claude Code, Cursor, or any MCP client. Run 10 approaches in parallel for a fraction of the cost.
uvx moonbridge
Quick Start
-
Install at least one supported CLI:
Adapter Install Authenticate Kimi (default) uv tool install --python 3.13 kimi-clikimi loginCodex npm install -g @openai/codexSet OPENAI_API_KEY -
Add to MCP config (
~/.mcp.json):{ "mcpServers": { "moonbridge": { "type": "stdio", "command": "uvx", "args": ["moonbridge"] } } }
-
Use it. Your MCP client now has
spawn_agentandspawn_agents_paralleltools.
Updating
Moonbridge checks for updates on startup (cached for 24h). To update manually:
# If using uvx (recommended)
uvx moonbridge --refresh
# If installed as a tool
uv tool upgrade moonbridge
Disable update checks for CI/automation:
export MOONBRIDGE_SKIP_UPDATE_CHECK=1
When to Use Moonbridge
| Task | Why Moonbridge |
|---|---|
| Parallel exploration | Run 10 approaches simultaneously, pick the best |
| Frontend/UI work | Kimi excels at visual coding and component design |
| Tests and documentation | Cost-effective for high-volume tasks |
| Refactoring | Try multiple strategies in one request |
Best for: Tasks that benefit from parallel execution or volume.
Tools
| Tool | Use case |
|---|---|
spawn_agent |
Single task: "Write tests for auth.ts" |
spawn_agents_parallel |
Go wide: 10 agents, 10 approaches, pick the best |
check_status |
Verify the configured CLI is installed and authenticated |
list_adapters |
Show available adapters and their status |
Example: Parallel Exploration
{
"agents": [
{"prompt": "Refactor to React hooks"},
{"prompt": "Refactor to Zustand"},
{"prompt": "Refactor to Redux Toolkit"}
]
}
Three approaches. One request. You choose the winner.
Tool Parameters
spawn_agent
| Parameter | Type | Required | Description |
|---|---|---|---|
prompt |
string | Yes | Task description for the agent |
adapter |
string | No | Backend to use: kimi, codex (default: kimi) |
model |
string | No | Model override (e.g., gpt-5.2-codex) |
thinking |
boolean | No | Enable reasoning mode (Kimi only) |
reasoning_effort |
string | No | Reasoning budget: low, medium, high, xhigh (Codex only) |
timeout_seconds |
integer | No | Override default timeout (30-3600) |
spawn_agents_parallel
| Parameter | Type | Required | Description |
|---|---|---|---|
agents |
array | Yes | List of agent configs (max 10) |
agents[].prompt |
string | Yes | Task for this agent |
agents[].adapter |
string | No | Backend for this agent |
agents[].model |
string | No | Model override for this agent |
agents[].thinking |
boolean | No | Enable reasoning (Kimi only) |
agents[].reasoning_effort |
string | No | Reasoning budget (Codex only) |
agents[].timeout_seconds |
integer | No | Timeout for this agent |
Response Format
All tools return JSON with these fields:
| Field | Type | Description |
|---|---|---|
status |
string | success, error, timeout, auth_error, or cancelled |
output |
string | stdout from the agent |
stderr |
string|null | stderr if any |
returncode |
int | Process exit code (-1 for timeout/error) |
duration_ms |
int | Execution time in milliseconds |
agent_index |
int | Agent index (0 for single, 0-N for parallel) |
message |
string? | Human-readable error context (when applicable) |
Configuration
Environment Variables
| Variable | Description |
|---|---|
MOONBRIDGE_ADAPTER |
Default adapter (default: kimi) |
MOONBRIDGE_TIMEOUT |
Default timeout in seconds (30-3600) |
MOONBRIDGE_MAX_AGENTS |
Maximum parallel agents |
MOONBRIDGE_ALLOWED_DIRS |
Colon-separated allowlist of working directories |
MOONBRIDGE_STRICT |
Set to 1 to require ALLOWED_DIRS (exits if unset) |
MOONBRIDGE_LOG_LEVEL |
Set to DEBUG for verbose logging |
Troubleshooting
"CLI not found"
Install the CLI for your chosen adapter:
# Kimi
uv tool install --python 3.13 kimi-cli
which kimi
# Codex
npm install -g @openai/codex
which codex
"auth_error" responses
Authenticate with your chosen CLI:
# Kimi
kimi login
# Codex
export OPENAI_API_KEY=sk-...
Timeout errors
Adapters have sensible defaults: Codex=1800s (30min), Kimi=600s (10min).
For exceptionally long tasks, override explicitly:
{"prompt": "...", "timeout_seconds": 3600}
Or set per-adapter defaults via environment:
export MOONBRIDGE_CODEX_TIMEOUT=2400 # 40 minutes
export MOONBRIDGE_KIMI_TIMEOUT=900 # 15 minutes
Timeout Best Practices
| Task Type | Recommended |
|---|---|
| Quick query, status | 60-180s |
| Simple edits | 300-600s |
| Feature implementation | 1200-1800s |
| Large refactor | 1800-3600s |
Priority resolution: explicit param > adapter env > adapter default > global env > 600s fallback
"MOONBRIDGE_ALLOWED_DIRS is not set" warning
By default, Moonbridge warns at startup if no directory restrictions are configured. This is expected for local development. For shared/production environments, set allowed directories:
export MOONBRIDGE_ALLOWED_DIRS="/path/to/project:/another/path"
To enforce restrictions (exit instead of warn):
export MOONBRIDGE_STRICT=1
Permission denied on working directory
Verify the directory is in your allowlist:
export MOONBRIDGE_ALLOWED_DIRS="/path/to/project:/another/path"
Debug logging
Enable verbose logging:
export MOONBRIDGE_LOG_LEVEL=DEBUG
Platform Support
macOS and Linux only. Windows is not supported.
License
MIT. See LICENSE.
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