user's own NVIDIA card. While it is open it serves an MCPserver at http://127.0.0.1:8791/mcp that an agent uses to do everything the studio does: songs from
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Each client may support different MCP features, allowing for varying levels of integration with MCPservers.
## Feature support matrix
{/* prettier-ignore-start */}
| Client | [Resources] | [Prompts] | [Tools] | [Discovery] | [Sampling] | [Roots] | [Elicitation
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checked.
## Packages
`pip install openadapt` installs the `openadapt` command, the engine, and the
MCPserver. The product packages live in this repository:
| Package (PyPI) | What it is | Source |
|---|---|---|
| [`openadapt
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healthy runs. Model training (openadapt-ml) is separate research. | [README](https://github.com/OpenAdaptAI/OpenAdapt/blob/main/README.md) |
The MCPserver section follows; the other packages are listed at the end.
## MCPserver: openadapt-agent
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OpenOSINT
> The OSINT toolkit for AI agents: Agent Skill, MCPserver and CLI. Passive by default, no API keys needed to start, and every finding cites the tool call that
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review specifications, linked plans, and open tasks; carry a feature through
implementation and verification
- [MCPserver](https://roborev.io/docs/integrations/mcp.md): read reviews and
update comments, review state, and Agent Hook state
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terminal user interface) built in Rust. It manages:
- A **tmux server** (`agtx-server`) where each agent session runs in its own window.
- **Git worktrees** created per task for branch isolation
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Create domains, aliases, send emails, and manage accounts. OpenAPI specification available at /api-spec.json.
5. **MCPServer** — Model Context Protocol server enabling AI assistants (ChatGPT, Claude, etc.) to manage email through
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encrypted storage
- 100% open-source codebase on GitHub
- RESTful API and MCPserver for developers
- Supports SPF, DKIM, DMARC, BIMI, MTA-STS, and DANE
- Trusted by Netflix Games, Disney
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Reference](/docs/reference/) when you need tables of tools, providers, settings pages, channels, skills, MCPservers, plugins, storage, or approval behavior. The guided pages should be your first stop; the reference
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Trust Boundaries](/docs/concepts/extensions-and-trust)
Route: /docs/concepts/extensions-and-trust. Compare Row-Bot tools, Skills, Custom Tools, plugins, MCPservers, channels, and accounts by what they add and where they run.
- [Settings](/docs/settings/)
Route: /docs/settings
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versioned history of diagram changes); the exceptions that still need the target account
- [MCPserver](https://patrickchugh.github.io/terravision/mcp-server/): tools, client config, trust boundary
- [Annotations](https://patrickchugh.github.io/terravision/annotations/): add labels, flows
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patrickchugh/terravision` (skills CLI, needs Node.js) installs the skill only, not TerraVision or its MCPserver, so install TerraVision and Graphviz as above and expect no in-chat diagram view
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