Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Unified subagent dispatch layer for Codex, Claude Code, and OpenCode engines. Spawn workers, run parallel execution pipelines, and get one strict JSON output contract. Use this skill when you need to: dispatch a subagent, spawn an agent worker, run multi-model pipelines, invoke codex/claude/opencode engines, or coordinate parallel execution across AI coding engines. Covers unified output parsing, timeout/heartbeat behavior, skill injection, and MCP cluster configuration. Keywords: subagent, dispatch, worker, codex, claude, opencode, parallel execution, multi-model, spawn agent, engine, unified output. --- name: agent-mux description: | Unified subagent dispatch layer for Codex, Claude Code, and OpenCode engines. Spawn workers, run parallel execution pipelines, and get one strict JSON output contract. Use this skill when you need to: dispatch a subagent, spawn an agent worker, run multi-model pipelines, invoke codex/claude/opencode engines, or coordinate parallel execution across AI coding engines. Covers unified o Capability contract not published. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
agent-mux is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Unified subagent dispatch layer for Codex, Claude Code, and OpenCode engines. Spawn workers, run parallel execution pipelines, and get one strict JSON output contract. Use this skill when you need to: dispatch a subagent, spawn an agent worker, run multi-model pipelines, invoke codex/claude/opencode engines, or coordinate parallel execution across AI coding engines. Covers unified output parsing, timeout/heartbeat behavior, skill injection, and MCP cluster configuration. Keywords: subagent, dispatch, worker, codex, claude, opencode, parallel execution, multi-model, spawn agent, engine, unified output. --- name: agent-mux description: | Unified subagent dispatch layer for Codex, Claude Code, and OpenCode engines. Spawn workers, run parallel execution pipelines, and get one strict JSON output contract. Use this skill when you need to: dispatch a subagent, spawn an agent worker, run multi-model pipelines, invoke codex/claude/opencode engines, or coordinate parallel execution across AI coding engines. Covers unified o
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Buildoak
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Buildoak
Protocol compatibility
MCP
Adoption signal
11 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
agent-mux --engine <codex|claude|opencode> [options] "prompt"
bash
git clone https://github.com/buildoak/agent-mux.git /path/to/agent-mux cd /path/to/agent-mux && ./setup.sh && bun link
bash
# Codex: implementation, debugging, concrete code changes agent-mux --engine codex --cwd /repo --reasoning high --effort high "Implement retries in src/http/client.ts" # Codex Spark: fast grunt work and broad scan/edit tasks agent-mux --engine codex --model gpt-5.3-codex-spark --cwd /repo --reasoning high "Add doc comments across src/" # Claude: architecture, reasoning, synthesis agent-mux --engine claude --cwd /repo --effort high --permission-mode bypassPermissions "Design rollout plan for auth refactor" # OpenCode: third opinion, model diversity, cost-flexible checks agent-mux --engine opencode --cwd /repo --model kimi "Review this patch and challenge assumptions" # Skill injection (repeatable) agent-mux --engine codex --cwd /repo --skill react --skill test-writer "Implement + test dark mode" # MCP clusters agent-mux --engine claude --cwd /repo --mcp-cluster knowledge "Find canonical docs for token rotation" # --browser sugar for browser cluster agent-mux --engine codex --cwd /repo --browser "Open app, inspect controls, summarize findings" # Full access mode agent-mux --engine codex --cwd /repo --full "Install deps and implement requested fix" # System prompt from file agent-mux --engine claude --cwd /repo --system-prompt-file prompts/reviewer.md "Review this patch" # Coordinator persona agent-mux --engine codex --cwd /repo --coordinator reviewer "Audit this change for regressions" # Combine coordinator + extra skill + inline system prompt agent-mux --engine claude --cwd /repo --coordinator reviewer --skill perf-auditor --system-prompt "Prioritize latency risks." "Evaluate this service update"
md
--- skills: - code-review - test-writer model: claude-sonnet-4-20250514 allowedTools: - Bash - Read - Write --- You are a senior code reviewer. Focus on correctness, edge cases, and test coverage.
bash
# Load coordinator persona agent-mux --engine claude --cwd /repo --coordinator reviewer "Review recent changes" # Coordinator + file prompt + inline prompt (all three compose in order) agent-mux --engine codex --cwd /repo --coordinator reviewer --system-prompt-file prompts/repo.md --system-prompt "Prioritize auth paths" "Audit this module"
bash
# Copy to your project cp references/get-shit-done-agent.md <project>/.claude/agents/get-shit-done-agent.md # Invoke via agent-mux agent-mux --engine claude --cwd <project> --coordinator get-shit-done-agent "Complex multi-step task" # Or from Claude Code via Task subagent Task(subagent_type="gsd-coordinator")
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Unified subagent dispatch layer for Codex, Claude Code, and OpenCode engines. Spawn workers, run parallel execution pipelines, and get one strict JSON output contract. Use this skill when you need to: dispatch a subagent, spawn an agent worker, run multi-model pipelines, invoke codex/claude/opencode engines, or coordinate parallel execution across AI coding engines. Covers unified output parsing, timeout/heartbeat behavior, skill injection, and MCP cluster configuration. Keywords: subagent, dispatch, worker, codex, claude, opencode, parallel execution, multi-model, spawn agent, engine, unified output. --- name: agent-mux description: | Unified subagent dispatch layer for Codex, Claude Code, and OpenCode engines. Spawn workers, run parallel execution pipelines, and get one strict JSON output contract. Use this skill when you need to: dispatch a subagent, spawn an agent worker, run multi-model pipelines, invoke codex/claude/opencode engines, or coordinate parallel execution across AI coding engines. Covers unified o
One CLI for Codex, Claude, and OpenCode with one strict JSON contract.
agent-mux --engine <codex|claude|opencode> [options] "prompt"
If
agent-muxis not linked globally, runbun run src/agent.ts ...from this repo.
git clone https://github.com/buildoak/agent-mux.git /path/to/agent-mux
cd /path/to/agent-mux && ./setup.sh && bun link
.claude/skills/agent-mux/AGENTS.mdFor the full installation walkthrough (prerequisites, verification, troubleshooting), see references/installation-guide.md.
# Codex: implementation, debugging, concrete code changes
agent-mux --engine codex --cwd /repo --reasoning high --effort high "Implement retries in src/http/client.ts"
# Codex Spark: fast grunt work and broad scan/edit tasks
agent-mux --engine codex --model gpt-5.3-codex-spark --cwd /repo --reasoning high "Add doc comments across src/"
# Claude: architecture, reasoning, synthesis
agent-mux --engine claude --cwd /repo --effort high --permission-mode bypassPermissions "Design rollout plan for auth refactor"
# OpenCode: third opinion, model diversity, cost-flexible checks
agent-mux --engine opencode --cwd /repo --model kimi "Review this patch and challenge assumptions"
# Skill injection (repeatable)
agent-mux --engine codex --cwd /repo --skill react --skill test-writer "Implement + test dark mode"
# MCP clusters
agent-mux --engine claude --cwd /repo --mcp-cluster knowledge "Find canonical docs for token rotation"
# --browser sugar for browser cluster
agent-mux --engine codex --cwd /repo --browser "Open app, inspect controls, summarize findings"
# Full access mode
agent-mux --engine codex --cwd /repo --full "Install deps and implement requested fix"
# System prompt from file
agent-mux --engine claude --cwd /repo --system-prompt-file prompts/reviewer.md "Review this patch"
# Coordinator persona
agent-mux --engine codex --cwd /repo --coordinator reviewer "Audit this change for regressions"
# Combine coordinator + extra skill + inline system prompt
agent-mux --engine claude --cwd /repo --coordinator reviewer --skill perf-auditor --system-prompt "Prioritize latency risks." "Evaluate this service update"
Use this decision tree:
--reasoning high.--model gpt-5.3-codex-spark.Note: Pratchett-OS coordinator uses Codex + Claude only.
For engine-specific prompting tips, model variants, and comparison tables, see references/prompting-guide.md.
Source of truth: src/core.ts (parseCliArgs) + src/types.ts.
| Flag | Short | Type | Values | Default | Notes |
| --- | --- | --- | --- | --- | --- |
| --engine | -E | string | codex, claude, opencode | required | Engine selector |
| --cwd | -C | string | path | current directory | Working directory |
| --model | -m | string | model id | engine default | Model override |
| --effort | -e | string | low, medium, high, xhigh | medium | Effort level |
| --timeout | -t | string | positive integer (ms) | effort-mapped | Hard timeout override |
| --system-prompt | -s | string | text | unset | Appended system context |
| --system-prompt-file | -- | string | path to file | unset | Loads file as system prompt, joined with other prompts |
| --coordinator | -- | string | coordinator name | unset | Loads spec from <cwd>/.claude/agents/<name>.md |
| --skill | -- | string[] | repeatable names | [] | Loads <cwd>/.claude/skills/<name>/SKILL.md |
| --mcp-cluster | -- | string[] | repeatable names | [] | Enables MCP cluster(s) |
| --browser | -b | boolean | true/false | false | Adds browser cluster |
| --full | -f | boolean | true/false | false | Full access mode |
| --version | -V | boolean | true/false | false | Print version |
| --help | -h | boolean | true/false | false | Print help |
| Flag | Short | Type | Values | Default | Notes |
| --- | --- | --- | --- | --- | --- |
| --sandbox | -- | string | read-only, workspace-write, danger-full-access | read-only | --full forces danger-full-access |
| --reasoning | -r | string | minimal, low, medium, high, xhigh | medium | Model reasoning effort |
| --network | -n | boolean | true/false | false | --full forces true |
| --add-dir | -d | string[] | repeatable paths | [] | Additional writable dirs |
| Flag | Short | Type | Values | Default | Notes |
| --- | --- | --- | --- | --- | --- |
| --permission-mode | -p | string | default, acceptEdits, bypassPermissions, plan | bypassPermissions | --full also resolves to bypassPermissions |
| --max-turns | -- | string | positive integer | effort-derived if unset | Parsed to number when valid |
| --max-budget | -- | string | positive number (USD) | unset | Parsed to maxBudgetUsd |
| --allowed-tools | -- | string | comma-separated tool list | unset | Split into string array |
| Flag | Short | Type | Values | Default | Notes |
| --- | --- | --- | --- | --- | --- |
| --variant | -- | string | preset/model string | unset | Used if --model absent |
| --agent | -- | string | agent name | unset | OpenCode agent selection |
src/types.ts)codex, claude, opencodelow, medium, high, xhighFor timeout/effort mapping, sandbox modes, and permission details, see references/engine-comparison.md.
All engines emit one JSON payload to stdout. Parse JSON, never text.
Success shape: { success: true, engine, response, timed_out, duration_ms, activity, metadata }
Error shape: { success: false, engine, error, code, duration_ms, activity }
Error codes: INVALID_ARGS, MISSING_API_KEY, SDK_ERROR.
Heartbeat: every 15s on stderr ([heartbeat] 45s -- processing). stdout is reserved for final JSON.
For full JSON schema, field descriptions, and examples, see references/output-contract.md.
Use --skill <name> (repeatable). Resolves from <cwd>/.claude/skills/<name>/SKILL.md.
<skill> XML blocks<skillDir>/scripts exists, prepended to PATHaddDirsUse --coordinator <name> to load a coordinator spec from <cwd>/.claude/agents/<name>.md.
Coordinator file format: Markdown with optional YAML frontmatter.
skills (array): auto-injected as repeated --skillmodel (string): default model unless CLI --model is setallowedTools (string or array): Claude-only, merged with CLI --allowed-toolsExample coordinator file (<cwd>/.claude/agents/reviewer.md):
---
skills:
- code-review
- test-writer
model: claude-sonnet-4-20250514
allowedTools:
- Bash
- Read
- Write
---
You are a senior code reviewer. Focus on correctness, edge cases, and test coverage.
Example invocations:
# Load coordinator persona
agent-mux --engine claude --cwd /repo --coordinator reviewer "Review recent changes"
# Coordinator + file prompt + inline prompt (all three compose in order)
agent-mux --engine codex --cwd /repo --coordinator reviewer --system-prompt-file prompts/repo.md --system-prompt "Prioritize auth paths" "Audit this module"
Prompt composition order:
--coordinator)--system-prompt-file)--system-prompt)Flag interactions:
--model on CLI overrides frontmatter modelskills merge with explicit --skill flags (coordinator skills first)allowedTools merge with --allowed-toolsValidation and errors:
INVALID_ARGSINVALID_ARGS--system-prompt-file resolves relative to --cwdINVALID_ARGSagent-mux ships with a reference GSD (Get Shit Done) coordinator spec at references/get-shit-done-agent.md.
This is a multi-step task coordinator that orchestrates Codex and Claude workers for complex pipelines. It includes:
To use the GSD coordinator:
# Copy to your project
cp references/get-shit-done-agent.md <project>/.claude/agents/get-shit-done-agent.md
# Invoke via agent-mux
agent-mux --engine claude --cwd <project> --coordinator get-shit-done-agent "Complex multi-step task"
# Or from Claude Code via Task subagent
Task(subagent_type="gsd-coordinator")
Customize the frontmatter skills list and output paths for your project. The spec is a template designed to be adapted.
Config search: ./mcp-clusters.yaml then ~/.config/agent-mux/mcp-clusters.yaml.
--mcp-cluster is repeatable. all merges all clusters. --browser is sugar for --mcp-cluster browser.
Bundled server: src/mcp-servers/agent-browser.mjs (browser automation).
See mcp-clusters.example.yaml for config format.
| Path | What | When to load |
| --- | --- | --- |
| references/output-contract.md | Full output schema, examples, field descriptions | Parsing agent output, debugging response shape |
| references/prompting-guide.md | Engine-specific prompting tips, model variants, comparison | Crafting prompts for specific engines |
| references/engine-comparison.md | Detailed engine table, timeouts, sandbox/permission modes | Choosing engine config, debugging options |
| references/get-shit-done-agent.md | GSD coordinator spec (reference template) | Setting up multi-step task coordination |
| references/installation-guide.md | Full installation walkthrough | First-time setup, prerequisites, troubleshooting |
| src/agent.ts | CLI entrypoint and adapter dispatch | Trace invocation path |
| src/core.ts | parseCliArgs, timeout, heartbeat, output assembly | Always for behavior truth |
| src/types.ts | Canonical engine/effort/output types | Always for contract truth |
| src/mcp-clusters.ts | MCP config discovery and merge logic | MCP cluster setup/debug |
| src/engines/codex.ts | Codex adapter | Codex option/event behavior |
| src/engines/claude.ts | Claude adapter | Claude permissions/turn behavior |
| src/engines/opencode.ts | OpenCode adapter + model presets | OpenCode model routing |
| src/mcp-servers/agent-browser.mjs | Bundled browser MCP wrapper | Browser automation integration |
| setup.sh | Bootstrap script | First install or environment repair |
| mcp-clusters.example.yaml | Starter MCP config | Creating cluster config |
| CHANGELOG.md | Release history | Verify version-specific behavior |
| tests/ | Test suite | Validate changes/regressions |
--sandbox danger-full-access unless explicitly authorized.tail -n 20 via Bash.--reasoning minimal with MCP tools (Codex rejects them).xhigh effort for routine tasks; high is the workhorse.This skill ships with an UPDATES.md changelog and UPDATE-GUIDE.md for your AI agent.
After installing, tell your agent: "Check UPDATES.md in the agent-mux skill for any new features or changes."
When updating, tell your agent: "Read UPDATE-GUIDE.md and apply the latest changes from UPDATES.md."
Follow UPDATE-GUIDE.md so customized local files are diffed before any overwrite.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/buildoak-agent-mux/snapshot"
curl -s "https://xpersona.co/api/v1/agents/buildoak-agent-mux/contract"
curl -s "https://xpersona.co/api/v1/agents/buildoak-agent-mux/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/buildoak-agent-mux/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/buildoak-agent-mux/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/buildoak-agent-mux/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-17T03:18:03.749Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Buildoak",
"href": "https://github.com/buildoak/agent-mux",
"sourceUrl": "https://github.com/buildoak/agent-mux",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T04:13:27.881Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T04:13:27.881Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "11 GitHub stars",
"href": "https://github.com/buildoak/agent-mux",
"sourceUrl": "https://github.com/buildoak/agent-mux",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T04:13:27.881Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/buildoak-agent-mux/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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