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Continue is an open-source AI coding assistant with 20k+ GitHub stars. it works in VS Code and JetBrains IDEs, and supports MCP servers for external context.

setup

VS Code

  1. install Continue from the VS Code marketplace
  2. open Continue settings
  3. edit ~/.continue/config.json:
  1. restart VS Code

JetBrains

  1. install Continue from JetBrains marketplace
  2. open Continue settings
  3. add the same MCP configuration
  4. restart the IDE

usage

once configured, Continue can access your screen history:

example workflows

code with context:
recall errors:
meeting follow-up:

available tools

via MCP, Continue gets access to:

requirements

  • screenpipe running on localhost:3030
  • Continue extension in VS Code or JetBrains
  • Node.js >= 18.0.0

troubleshooting

MCP server not appearing in Continue?
  1. check screenpipe is running:
    you should see {"status":"healthy"}
  2. verify the config file location:
    • VS Code: ~/.continue/config.json (check it exists and is valid JSON)
    • JetBrains: open Continue settings and confirm the MCP config is saved
  3. restart the IDE completely (not just the Continue extension)
  4. if the server still doesn’t appear, remove and re-add it in Continue settings
screenpipe queries returning empty?
  • verify screenpipe has data:
    if empty, screenpipe hasn’t recorded anything yet — let it run for a minute and try again
  • check screen recording permissions are granted (System Settings on macOS)
  • confirm you’re querying a time range with recorded data
“Error calling tool” in Continue?
  • check the screenpipe process is still running (it may have crashed):
  • check screenpipe logs:
    • macOS/Linux: ~/.screenpipe/screenpipe.log
    • Windows: check event viewer or %APPDATA%\screenpipe\logs
  • restart screenpipe if needed:
VS Code extension not showing MCP tools?
  • reload the Continue extension: use VS Code’s Command Palette (Cmd+Shift+P) → “Reload Window”
  • verify config.json is valid JSON (check for trailing commas)
  • ensure Node.js >= 18.0.0: node --version
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