A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

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Review code for quality, maintainability, and correctness. Use when reviewing pull requests, evaluating code changes, or providing feedback on implementations. Focuses on API design, patterns, and...

Handles OAuth authentication flows for protected MCP servers that require user authorization.

MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms...

Automatically pull Jam (jam.dev) report context via Jam MCP tools and use it to reproduce, diagnose, and fix issues in the repo whenever “Jam/jam” is mentioned or a jam.dev link is present.

Control JetBrains IDE (IntelliJ, WebStorm, PyCharm) via MCP. Use when manipulating IDE files, running configurations, searching code, or performing refactoring. Triggers on "open in IDE", "run...

Handles API key authentication for MCP servers that require header-based authentication.

Use when setting up, configuring, or troubleshooting the dbt MCP server for AI tools like Claude Desktop, Claude Code, Cursor, or VS Code.

Skills MCP Server from your files

Sync GitHub Copilot agents for FF15-inspired OpenSpec workflow (non-MCP version). Team includes Noctis (orchestrator + OpenSpec creator), Iris (issue management), Gladiolus (implementation),...

Scrape web pages and extract content via Firecrawl MCP

Search GitHub code, repositories, issues, and PRs via MCP

Research agent for external documentation, best practices, and library APIs via MCP tools

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

AST-based code search and refactoring via ast-grep MCP

"データベースにクエリを実行",

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