# Agentshift > Convert AI agents between platforms — OpenClaw → Claude Code, GitHub Copilot, and more - **Type:** MCP server - **Install:** `agentstack add mcp-ogkranthi-agentshift` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [ogkranthi](https://agentstack.voostack.com/s/ogkranthi) - **Installs:** 0 - **Category:** [Developer Tools](https://agentstack.voostack.com/c/developer-tools) - **Latest version:** 0.1.0 - **License:** Apache-2.0 - **Upstream author:** [ogkranthi](https://github.com/ogkranthi) - **Source:** https://github.com/ogkranthi/agentshift - **Website:** https://agentshift.sh ## Install ```sh agentstack add mcp-ogkranthi-agentshift ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About AgentShift Convert AI agents between platforms. Define once, run anywhere. --- > **OpenClaw users:** Anthropic is [ending Claude subscription access for third-party tools](https://www.theverge.com/news/643004/anthropic-bans-openclaw-claude-extra-pay) on **April 4th, 2025**. AgentShift converts your OpenClaw agents to Claude Code, Copilot, or any supported platform — with governance preserved. **[Migrate now →](#migrate-from-openclaw)** Your OpenClaw skill shouldn't be locked to one platform. **AgentShift converts it to Claude Code, GitHub Copilot, AWS Bedrock, Microsoft 365 Copilot, GCP Vertex AI, and more.** ## Install ```bash # pip pip install agentshift # from source git clone https://github.com/ogkranthi/agentshift.git cd agentshift && pip install -e . ``` ## Quick start ```bash # → Claude Code agentshift convert ~/.openclaw/skills/weather --from openclaw --to claude-code --output ./weather-claude # → GitHub Copilot agentshift convert ~/.openclaw/skills/weather --from openclaw --to copilot --output ./weather-copilot # → AWS Bedrock agentshift convert ~/.openclaw/skills/weather --from openclaw --to bedrock --output ./weather-bedrock # Convert to ALL supported targets at once agentshift convert ./my-skill --from openclaw --to all --output ./output # → output/claude-code/ output/copilot/ output/bedrock/ output/m365/ output/vertex/ ``` ```bash # Validate generated output before deploying agentshift validate ./output/bedrock --target bedrock ``` ``` weather-claude/ weather-copilot/ ├── CLAUDE.md ├── weather.agent.md └── settings.json └── README.md ``` ## Scaffold a new agent ```bash # Interactive wizard agentshift init # Non-interactive (from JSON config) agentshift init --config agent-config.json ``` The wizard prompts for agent name, target format, tools, cron, knowledge, and auth — then generates platform-ready files in `./output/{agent-name}/`. ## Migrate from OpenClaw With Anthropic ending Claude subscription access for OpenClaw on April 4th, here's how to move your agents: ```bash # 1. Install pip install agentshift # 2. Convert to Claude Code (recommended — closest to OpenClaw) agentshift convert ~/.openclaw/skills/my-agent --from openclaw --to claude-code -o ./my-agent-claude/ # 3. Audit governance preservation agentshift audit ~/.openclaw/skills/my-agent --targets claude-code,copilot # 4. Convert to ALL platforms at once agentshift convert ~/.openclaw/skills/my-agent --from openclaw --to all -o ./my-agent-output/ ``` **Governance preservation** — AgentShift tracks three layers: - **L1 (Prompt guardrails):** 100% preserved on all platforms - **L2 (Tool permissions):** 93% on Claude Code, 37% on Copilot (rest elevated to instructions) - **L3 (Platform-native):** Elevated to prompt instructions with 93.6% behavioral equivalence Run `agentshift audit` to see exactly what survives for your specific agent. ## How it works ``` 1. Parse → SKILL.md · CLAUDE.md · .agent.md · AGENTS.md · bot-meta.xml · bedrock-agent.json ↓ 2. IR → identity · tools · knowledge · triggers · constraints · governance ↓ 3. Emit → Claude Code ✅ | Copilot ✅ | Bedrock ✅ | M365 ✅ | Vertex ✅ | A2A ✅ | LangGraph ✅ ``` ## Parse cloud agent artifacts ```bash # Parse Bedrock artifacts → convert to OpenClaw skill agentshift convert ./bedrock-output/ --from bedrock --to openclaw --output ./my-skill # Parse Vertex AI artifacts → convert to Claude Code agentshift convert ./vertex-output/ --from vertex --to claude-code --output ./claude-output # Parse Copilot .agent.md → convert to Bedrock agentshift convert ./my-copilot/ --from copilot --to bedrock --output ./bedrock-output # Diff portability from Bedrock source agentshift diff ./bedrock-output/ --from bedrock --targets claude-code,copilot # Governance audit: Vertex → Bedrock round-trip agentshift audit ./vertex-output/ --from vertex --targets bedrock # Generate A2A Agent Card for platform interoperability agentshift convert ~/.openclaw/skills/weather --from openclaw --to a2a --output ./weather-a2a ``` ## Full-installation migration ```bash # Migrate entire OpenClaw install to NemoClaw (any cloud) agentshift migrate --source ~/.openclaw --to nemoclaw --cloud aws --output ./migration ``` Supports `--cloud aws | gcp | azure | docker | bare-metal`. Migrates all skills, cron jobs, network policies, and generates cloud deploy files. ## New in v0.4.0 ```bash # EU AI Act compliance check agentshift compliance ./my-agent --from claude-code --framework eu-ai-act # Machine-readable portability scores agentshift diff ./my-agent --from openclaw --output-format json # Local agent registry agentshift registry register ./my-agent --name "github-assistant" --from openclaw ``` ## Using with GitHub Actions ```yaml # Add to .github/workflows/portability.yml - uses: ogkranthi/agentshift/.github/actions/portability-report@main ``` Automatically comments portability scores on PRs. ## See portability before converting ```bash agentshift diff ~/.openclaw/skills/github --from openclaw ``` ``` Component Source claude-code copilot bedrock ───────────────────────────────────────────────────────────────────── Instructions ✅ ✅ 100% ✅ 100% ✅ 100% Tools (shell: 2) ✅ ✅ Bash(bin:*) ✅ terminal ⚠️ Lambda* ───────────────────────────────────────────────────────────────────── Portability 100% 92% 38% ``` ## Governance layer AgentShift v0.3 introduces a three-layer governance model that travels with your agent through every conversion: | Layer | Model | Source | |---|---|---| | **L1 — Guardrails** | `Guardrail` — prompt-level safety rules | SOUL.md, instruction.txt, Bedrock topics, Vertex instructions | | **L2 — Tool permissions** | `ToolPermission` — per-tool access control | OpenClaw `tools/*.json` | | **L3 — Platform annotations** | `PlatformAnnotation` — native filters | `governance/annotations.json`, Bedrock guardrail config | Governance is preserved and audited during conversion: ```bash # Audit governance preservation: bedrock → claude-code agentshift audit ./my-bedrock-agent/ --from bedrock --targets claude-code # Audit from Vertex AI artifacts agentshift audit ./vertex-output/ --from vertex --targets bedrock,claude-code ``` ## Agent registry Track your agents and detect configuration drift across environments: ```bash # Register an agent agentshift registry register ~/.openclaw/skills/weather # List all registered agents agentshift registry list # Detect drift since last registration agentshift registry diff weather # Export registry as JSON agentshift registry export ``` Registry is stored at `~/.agentshift/registry.json` and works offline. ## Supported platforms | Platform | Read (parser) | Write (emitter) | Status | |---|:---:|:---:|---| | OpenClaw | ✅ | ✅ | Works today | | Claude Code | ✅ | ✅ | Works today | | GitHub Copilot | ✅ | ✅ | Works today | | AWS Bedrock | ✅ | ✅ | Works today | | GCP Vertex AI | ✅ | ✅ | Works today | | AGENTS.md | ✅ | — | Works today | | Salesforce Agentforce | ✅ | — | Works today | | Microsoft 365 | — | ✅ | Works today | | Google A2A | — | ✅ | Works today | | LangGraph | — | ✅ | Works today | | NVIDIA NemoClaw | — | ✅ | Works today | | OpenAI Agents SDK | — | ✅ | Works today | | CrewAI | ✅ | ✅ | Works today | | AutoGen | — | ✅ | Works today | ## Guides | Target | Guide | Examples | |---|---|---| | Claude Code | [docs/claude-code.md](docs/claude-code.md) | [examples/weather-to-claude-code](examples/weather-to-claude-code/) | | GitHub Copilot | [docs/copilot.md](docs/copilot.md) | [examples/github-to-copilot](examples/github-to-copilot/) | | AWS Bedrock | [docs/bedrock.md](docs/bedrock.md) | [examples/github-to-bedrock](examples/github-to-bedrock/) | | Microsoft 365 | [docs/m365.md](docs/m365.md) | [examples/github-to-m365](examples/github-to-m365/) | | GCP Vertex AI | [docs/vertex.md](docs/vertex.md) | [examples/github-to-vertex](examples/github-to-vertex/) | | NVIDIA NemoClaw | [docs/nemoclaw.md](docs/nemoclaw.md) | — | | Architecture | [docs/architecture.md](docs/architecture.md) | — | | Migration guide | [docs/migrate.md](docs/migrate.md) | — | | EU AI Act compliance | [docs/compliance.md](docs/compliance.md) | — | | AGENTS.md source | [docs/agents-md.md](docs/agents-md.md) | — | ## Contributing Contributions welcome — especially new platform parsers/emitters. See [CONTRIBUTING.md](CONTRIBUTING.md) for setup, architecture, and PR guidelines. ```bash git clone https://github.com/ogkranthi/agentshift.git cd agentshift && pip install -e ".[dev]" agentshift --help ``` Open a [Platform Request](https://github.com/ogkranthi/agentshift/issues/new?template=platform_request.yml) to discuss a new target. ## License [Apache License 2.0](LICENSE) ## Source & license This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [ogkranthi](https://github.com/ogkranthi) - **Source:** [ogkranthi/agentshift](https://github.com/ogkranthi/agentshift) - **License:** Apache-2.0 - **Homepage:** https://agentshift.sh Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-ogkranthi-agentshift - Seller: https://agentstack.voostack.com/s/ogkranthi - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.