AdaptOrch MCP

A hosted MCP server that allows AI coding agents to submit bounded runs and inspect execution records, including inputs, outputs, check outcomes, and open review questions. It serves as a review layer to help developers decide whether to accept AI-generated code changes by providing summaries and missing information.

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Endpoint and access

OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.

Community listingStreamable HTTPOAuth sign-inEndpoint checked 2026-11-01Published by ClassicMate

You need:Create an account at /app/signup and create an API key at /app/api-keysModel execution also needs your provider, model and provider key

MCP endpoint (Streamable HTTP)

https://adaptorch.com/mcp

Vendor documentation

What you can do with it

Submit bounded AI coding agent runs for review
Inspect execution records and available artifacts
Identify missing information and next review questions
Verify which repository checks were available and their status

Source and maintenance

Community listingRegistry 0.5.2

mcp-registry: io.github.dmae97/adaptorch-mcp@0.5.2 Source repository Project website

Maintenance checked: Nov 1, 2026, 4:14 PM UTC

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 994 ms
95th percentile latency: 994 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 4:24 PM UTC · probe · passed · 994 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http adaptorch-mcp https://adaptorch.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add adaptorch-mcp --url https://adaptorch.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable adaptorch-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "adaptorch-mcp": {
      "url": "https://adaptorch.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "adaptorch-mcp": {
      "type": "streamableHttp",
      "url": "https://adaptorch.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start adaptorch-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "adaptorch-mcp": {
      "type": "http",
      "url": "https://adaptorch.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http adaptorch-mcp https://adaptorch.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "adaptorch-mcp": {
      "url": "https://adaptorch.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "adaptorch-mcp": {
      "serverUrl": "https://adaptorch.com/mcp"
    }
  }
}

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