Koskamo

Context Autopilot MCP

Context Autopilot is an open-source MCP server that mines local Claude Code and Cursor session history to extract evidence-based rules for CLAUDE.md and AGENTS.md files. It identifies repeated instructions, corrections, and rejected actions to create permanent context rules that future AI sessions can utilize, ensuring agents adhere to user preferences without re-explanation. The tool operates locally, requiring no API keys, and presents suggested rules for user approval before writing them to project or global configuration files.

Visit The Context Layer

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Context Autopilot MCP logo, by The Context LayerCommunity listingLocal stdioSource reviewed; not executedPublished by The Context Layer
Vendor documentation

What you can do with it

  • Extract recurring instructions from chat history to update project rules
  • Identify user corrections to prevent repeated AI mistakes
  • Consolidate project-specific memories into global rules
  • Validate and update CLAUDE.md content based on recent sessions

Source and maintenance

Community listingRegistry 0.6.0
mcp-registry: io.github.ChiragBachani/context-autopilot@0.6.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

context-autopilot 0.6.0

npmnpx
context-autopilot package definition
{
  "version": "0.6.0",
  "transport": "stdio",
  "identifier": "context-autopilot",
  "runtimeHint": "npx",
  "registryType": "npm",
  "registryBaseUrl": "https://registry.npmjs.org",
  "runtimeArguments": [
    {
      "name": "-p",
      "type": "named",
      "value": "context-autopilot",
      "isRequired": true
    },
    {
      "type": "positional",
      "value": "ctxlayer-mcp",
      "valueHint": "ctxlayer-mcp",
      "isRequired": true
    }
  ]
}

Tools

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

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before 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.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "context-autopilot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "context-autopilot@0.6.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "context-autopilot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "context-autopilot@0.6.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "context-autopilot-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "context-autopilot@0.6.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "context-autopilot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "context-autopilot@0.6.0"
      ]
    }
  }
}

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