- Replace static github-mcp-registry.json with live API calls
- Fetch from https://api.mcp.github.com/v0.1/servers/ with pagination support
- Extract displayName from GitHub metadata for better matching
- Implement smart matching logic:
* Case-insensitive comparison
* Match against both displayName and full name
* Strip common suffixes like -mcp-server for pattern matching
- Make build process async to support API calls
- Cache registry data to only hit API once per build run
- Remove obsolete github-mcp-registry.json file
Benefits:
- No more manual updates to registry data
- Always uses latest MCP registry information
- Improved server name matching resilience
- Successfully loads all 54 servers from registry
* Adding modernization agent
This is a Modernization Agent. It will first understand the repository it will work on, then create comprehensive suggestions by asking the developer at each main step, like choosing the target tech stack or architecture.
* Update README.agents.md for modernization agent
* Update README.agents.md
* Fix modernization.agent.md yaml format
* Revise modernization agent documentation and tools
Updated agent documentation to reflect changes in model name, tools, and workflow details. Enhanced clarity on analysis phases, documentation requirements, and implementation planning.
* Refactor modernization agent documentation
Updated the title and improved formatting for clarity.
* Update Modernization Agent description in README
* Add Software Engineering Team collection with 7 specialized agents
Adds a complete Software Engineering Team collection with 7 standalone
agents covering the full development lifecycle, based on learnings from
The AI-Native Engineering Flow experiments.
New Agents (all prefixed with 'se-' for collection identification):
- se-ux-ui-designer: Jobs-to-be-Done analysis, user journey mapping,
and Figma-ready UX research artifacts
- se-technical-writer: Creates technical documentation, blogs, and tutorials
- se-gitops-ci-specialist: CI/CD pipeline debugging and GitOps workflows
- se-product-manager-advisor: GitHub issue creation and product guidance
- se-responsible-ai-code: Bias testing, accessibility, and ethical AI
- se-system-architecture-reviewer: Architecture reviews with Well-Architected
- se-security-reviewer: OWASP Top 10/LLM/ML security and Zero Trust
Key Features:
- Each agent is completely standalone (no cross-dependencies)
- Concise display names for GitHub Copilot dropdown ("SE: [Role]")
- Fills gaps in awesome-copilot (UX design, content creation, CI/CD debugging)
- Enterprise patterns: OWASP, Zero Trust, WCAG, Well-Architected Framework
Collection manifest, auto-generated docs, and all agents follow
awesome-copilot conventions.
Source: https://github.com/niksacdev/engineering-team-agents
Learnings: https://medium.com/data-science-at-microsoft/the-ai-native-engineering-flow-5de5ffd7d877
* Fix Copilot review comments: table formatting and code block syntax
- Fix table formatting in docs/README.collections.md by converting multi-line
Software Engineering Team entry to single line
- Fix code block language in se-gitops-ci-specialist.agent.md from yaml to json
for package.json example (line 41-51)
- Change comment syntax from # to // to match JSON conventions
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Fix model field capitalization to match GitHub Copilot convention
- Change all agents from 'model: gpt-5' to 'model: GPT-5' (uppercase)
- Aligns with existing GPT-5 agents in the repo (blueprint-mode, gpt-5-beast-mode)
- Addresses Copilot reviewer feedback on consistency
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Add ADR and User Guide templates to Technical Writer agent
- Add Architecture Decision Records (ADR) template following Michael Nygard format
- Add User Guide template with task-oriented structure
- Include references to external best practices (ADR.github.io, Write the Docs)
- Update Specialized Focus Areas to reference new templates
- Keep templates concise without bloating agent definition
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Fix inconsistent formatting: DevOps/CI-CD to DevOps/CI/CD
- Change "DevOps/CI-CD" (hyphen) to "DevOps/CI/CD" (slash) for consistency
- Fixed in collection manifest, collection docs, and README
- Aligns with standard industry convention and agent naming
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* Shorten collection description per maintainer feedback
- Brief description in table: "7 specialized agents covering the full software
development lifecycle from UX design and architecture to security and DevOps."
- Move detailed context (Medium article, design principles, agent list) to
usage section following edge-ai-tasks pattern
- Addresses @aaronpowell feedback: descriptions should be brief for table display
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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Co-authored-by: Claude <noreply@anthropic.com>
* Add Custom Agent Foundry agent
- Adds expert agent for designing and creating VS Code custom agents
- Provides comprehensive guidance on agent architecture and best practices
- Includes tool selection strategies, workflow patterns, and quality guidelines
- Updates README.agents.md with new entry
* Update README to enhance instructions for Custom Agent Foundry
* Refactor README to improve clarity and organization of Custom Agents section
* Add model specification for Custom Agent Foundry
* Add Lingo.dev i18n Agent to GitHub Copilot customizations
This commit adds the Lingo.dev internationalization agent to the awesome-copilot collection. The agent provides systematic, checklist-driven i18n implementation for web applications.
Features:
- Expert at implementing internationalization (i18n) in web applications
- Systematic, checklist-driven approach using the i18n_checklist tool
- MCP server integration via SSE (https://mcp.lingo.dev/main)
- Supports comprehensive multi-language setup
The agent is added in alphabetical order to docs/README.agents.md and includes:
- Agent definition file: agents/lingodotdev-i18n.agent.md
- Installation badges for VS Code, VS Code Insiders, and Visual Studio
- MCP server configuration for the Lingo.dev service
More information: https://lingo.dev/mcp/github-copilot-agents
* Fix Lingo.dev branding in agent name
- Changed agent name from 'i18n-setup' to 'Lingo.dev i18n Agent'
- This ensures proper branding is displayed in the README
- Re-ran eng/update-readme.mjs to regenerate documentation
* Update agent name to 'Lingo.dev Localization (i18n) Agent'
- Changed from 'Lingo.dev i18n Agent' to include 'Localization'
- More user-friendly while keeping technical term in parentheses
- Follows pattern of other agents like 'Azure Data Explorer (Kusto)'
- Makes it discoverable for both localization and i18n searches
* Migrating chat modes to agents now that's been released to stable
* Fixing collections
* Fixing names of agents
* Formatting
* name too long
* Escaping C# agent name
* Add droid custom partner agent
Add a new Droid CLI assistant agent to the partners collection that provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation.
Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
* Address PR #406 comments on droid agent
- Add model field to frontmatter
- Fix escaped pipe in Quick Reference table (remove unnecessary backslash from markdown table code cell)
Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
---------
Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
Co-authored-by: Aaron Powell <me@aaron-powell.com>
This agent uses Diffblue Cover's MCP server to write unit tests for Java applications.
You will need a license (you can get a trial license here: https://www.diffblue.com/try-cover/), and the Diffblue Cover MCP server (https://github.com/diffblue/cover-mcp/) for this agent to work.
# Conflicts:
# docs/README.agents.md
* initial prototype of partners collection with featured collection support
* Starting to add the partners
* Preparing the repo for how the custom agents will work
* moving some files around
* Moving a bunch of stuff around to make the file easier to read
* improving the front matter parsing by using a real library
* Some verbage updates
* some more verbage
* Fixing spelling mistake
* tweaking badges
* Updating contributing guide to be correct
* updating casing to match product
* More agents
* Better handling link to mcp registry
* links to install mcp servers fixed up
* Updating collection tags
* writing the mcp registry url out properly
* Adding custom agents for C# and WinForms
Expert custom agents to improve your experience when working with C# and WinForms in Copilot
* Adding to agents readme
* Adding PagerDuty agent
* Fixing description for terraform agent
* Adding custom agents to the README usage
* Removing the button to make the links more obvious
* docs: relocate category READMEs to /docs and update generation + internal links
* Updating prompts for new path
* formatting
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Co-authored-by: Chris Patterson <chrispat@github.com>
