Open Source MCP Server Context Templates
Explore open-source MCP server context templates to structure prompts, configs, and workflows - contribute to expand and refine them.
Overview
Open Source MCP Server Context Templates is a curated collection of reusable context templates designed for MCP (Model Context Protocol) clients. These templates encode prompts, configuration snippets, and small workflows in YAML or Markdown so language-model-based developer tools can apply consistent behavior across repositories and IDEs. By exposing these templates via an MCP server, tools can list, fetch, and execute templates without requiring each user to clone the repository.
This approach is useful for teams and individual developers who want repeatable, auditable AI-assisted workflows—examples include standardized pull-request descriptions, code-review checklists, feature planning prompts, and coding-style enforcement. The repository is open-source and accepting contributions to expand and refine templates and workflows.
GitHub: https://github.com/ginylil/context-templates
Features
- Centralized, versioned context templates (YAML/Markdown) for common developer tasks
- Accessible over an MCP server so tools can integrate without cloning
- Three main actions supported: discover available templates, retrieve raw templates, and run templates to get processed output
- Platform configuration examples for Cursor, Windsurf, Claude Desktop, and One-Click install via Kiro
- Public read-only token for immediate access and quick experimentation
Installation / Configuration
The MCP server endpoint and a public token are provided so MCP-compatible tools can connect easily.
MCP Server URL
https://detailer-api.supabase.co/functions/v1/mcp
Public (read-only) token
dtl_public_eec1f1037008dc82ce9d314c3294fbcc0e3f5d5df315d8c6
Example: integrate using the mcp-remote shim (used by many desktop clients)
Cursor IDE (mcp.json)
Windsurf / Codeium (mcp_config.json)
Claude Desktop (claude_desktop_config.json)
One-click (Kiro)
- Use the Add-to-Kiro link in the repo to install quickly: https://Ginylil.github.io/context-templates/add-to-kiro.html
Security note: The token above is provided for public, read-only access to the template server. Do not use it to proxy private data or secrets.
Available Tools / Resources
The MCP server exposes a small set of operations clients can call:
| Tool / Action | Description |
|---|---|
| list_templates | Enumerates templates, their types, and short descriptions |
| get_template | Fetches the raw template file (YAML/Markdown) for inspection or customization |
| do_template | Executes a template against provided context and returns generated output (e.g., PR description) |
Repository resources:
- Template files (YAML/Markdown) organized by purpose and type
- Example configuration snippets for common IDEs
- CONTRIBUTING guidelines on the GitHub project for adding or improving templates
Use Cases
Standardized Pull Request Descriptions
- Use a PR template that extracts changed files, tests, and impact, then generates a consistent description and checklist for reviewers.
Automated Code Review Prompts
- Run a template that highlights complexity hotspots, missed tests, or style violations and produces reviewer guidance.
Feature Planning and Breakdown
- Execute a planning template that turns a high-level feature request into tasks, acceptance criteria, and rough estimates.
Onboarding Checks
- Provide new-project templates that verify repository health (README, CI, license) and produce a remediation checklist.
Policy Enforcement
- Use templates to apply project-specific rules (commit message format, dependency policies) and surface violations in PRs.
Concrete example (workflow)
- Developer selects “Generate PR Description” in their MCP-enabled IDE.
- The client calls do_template with the chosen template and a payload containing changed files and recent commits.
- The MCP server returns a formatted PR description which the developer can edit and paste into the PR.
Contributing and Next Steps
The project is open to contributions—add new templates, improve existing prompts, or provide mappings for additional IDEs. Visit the repository to file issues, submit pull requests, or view contribution guidance:
https://github.com/ginylil/context-templates
If you maintain an MCP-compatible tool, consider adding this server as an example integration or using the mcp-remote pattern to expose template-driven workflows to your users.