Broad `find_tools` queries such as "linear issues" saturated the hard
20-match cap on every call: a large server's name token-matches every
one of its tools (+8 name, +1 server), so ranking was decided by a term
carrying no discriminating information and the model got 20 activations
per search regardless of intent.
Three changes, mirroring what makes xum's `tool_catalog_search` behave
well:
- **Lower default with a `limit` argument.** Keyword matches default to
10 per call; the new optional `limit` raises that up to the existing
hard cap of 20 (non-positive values fall back to the default). Exact
`names` are explicit activation requests and bypass the limit up to the
hard cap, so naming 15 tools still activates all 15.
- **Coverage-first ranking.** Keyword matches sort by distinct query
terms matched before raw score, so a query like "linear issues" ranks
tools matching both terms above the dozens matching only the server
name.
- **Model guidance.** `queries` and `names` now carry schema
descriptions (capability keywords and what they are matched against;
exact-name activation), and the tool description opens by explaining
what deferral means, that matches become callable on the next step, and
that a `"server: terms"` prefix scopes a query to one server.
An earlier revision also inferred a server scope from unprefixed query
words ("linear issues" behaving like "linear: issues"). Review kept
surfacing edge cases in that inference, and coverage-first ranking
already resolves the original saturation complaint, so it was dropped in
favor of the explicit prefix.
The hard cap stays at 20 so the persisted result keeps fitting under the
generic tool-result truncation budget that protects activation-recovery
JSON. Budget and reservation accounting are unchanged; the frontend
renderer ignores unknown argument fields, so no `site/` change is
needed.
> [!NOTE]
> Xum acted on @ibetitsmike's behalf in this pull request.
<!-- xum-attribution: model=claude-opus-4-6 thinking=high -->
Coder is a self-hosted platform for cloud development environments and AI coding agents. Workspaces are defined with Terraform, connected through a secure Wireguard® tunnel, and automatically shut down when not used. Coder Agents runs a native AI coding agent whose loop executes in the control plane on your infrastructure, with no API keys in workspaces.
- Define cloud development environments in Terraform
- EC2 VMs, Kubernetes Pods, Docker Containers, etc.
- Automatically shutdown idle resources to save on costs
- Onboard developers in seconds instead of days
- Delegate coding work to AI agents on your infrastructure
- Bring any model (Anthropic, OpenAI, Google, Bedrock, self-hosted)
- No LLM credentials in workspaces, user identity on every action
- Centralized model governance, cost tracking, and audit logging
Quickstart
Check out our install guides for other methods and a complete tutorial.
Try Coder with the install script on Linux and macOS, or grab the latest binary or installer from GitHub Releases on Windows:
curl -L https://coder.com/install.sh | sh
Start the server and open http://localhost:3000 to create your initial user, create a Docker template, and provision your first workspace:
coder server
For a production deployment, add a PostgreSQL database (version 13 or later) and an external access URL, and see our validated architectures for sizing and infrastructure guidance:
coder server --postgres-url <url> --access-url <url>
Without these flags, Coder uses a built-in database and sets up a *.try.coder.app access URL for evaluation. Use coder --help for the full list of flags and environment variables.
Documentation
Browse the documentation or visit a specific section below:
- Workspaces: Workspaces contain the IDEs, dependencies, and configuration information needed for software development
- Templates: Templates are written in Terraform and describe the infrastructure for workspaces
- Coder Agents: Delegate coding work to AI agents running on your self-hosted infrastructure
- AI Gateway: Centralize authentication, auditing, and cost controls for AI tooling
- Administration: Learn how to operate Coder
- Premium: Learn about paid features built for large teams
- IDEs: Connect your existing editor to a workspace
Support
Open an issue for bugs and feature requests.
For community support, showcasing what you built, and feedback on in-progress features, join our Discord or GitHub Discussions.
Dedicated support is included in Coder Premium. For more information, visit coder.com/pricing.
Integrations
New integrations are always in progress. Open an issue to request one. Contributions are welcome in any official or community repository.
Official
- Coder Registry: Templates, modules, and integrations for common development environments
- Coding Agents: Run agents like Claude Code, Codex, and OpenCode isolated in Coder workspaces
- coderd Terraform Provider: Declaratively manage your Coder deployment configuration as code
- VS Code Extension: Open any Coder workspace in VS Code with a single click
- JetBrains Toolbox Plugin: Open any Coder workspace from JetBrains Toolbox with a single click
- Dev Containers: Build development environments using
devcontainer.jsonon Docker, Kubernetes, and OpenShift - Kubernetes Log Stream: Stream Kubernetes Pod events to the Coder startup logs
- Self-Hosted VS Code Extension Marketplace: A private extension marketplace that works in restricted or airgapped networks integrating with code-server.
- GitHub Actions: An action to set up the Coder CLI in GitHub workflows
Community
- Coder Discord: Chat with the community, get support, and hear about new product updates first
- Community Templates: Community-contributed workspace templates in the Coder Registry
- Community Modules: Community-contributed modules to extend Coder templates
- Coder Template GitHub Action: A GitHub Action that updates Coder templates
- Coder Agents Chat Action: A GitHub Action that starts a Coder Agents chat against a GitHub issue or pull request
Contributing
New contributors are always welcome. If you are new to the Coder codebase, see the contribution guide to get started.
Hiring
Apply on the careers page if you are interested in joining the team.
