mcp agents

OtterlySpaceLabs/speekify

Agent

Runbook operationnel pour publier une nouvelle version de Speekify.

nobrainer-tech/langflow-mcp

Agent Claude Code

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Horosheff/cursor-jr

Agent

A Russian-language teaching agent for people who are new to Cursor, an AI-powered code editor. It explains Cursor’s work modes and related tools in simple terms without editing files or running commands.

FlorianBruniaux/google-search-console-mcp

Agent Claude Code

Use when implementing new MCP tools, modifying auth/retry/quota logic, debugging Google API behavior, or refactoring gsc-mcp modules. Examples: "add a new GSC tool for keyword cannibalization", "fix quota tracker behavior", "update GA4 dimension filter logic for country+hostname". Do NOT use for writing tests (use…

stag-build/phonebook

Agent Claude Code

Writes or updates user-facing docs (README sections, setup guides, CI recipes) from the actual code and PLAN.md. Not for API design or code changes.

777genius/universal-agent-plugins

Agent

Review plans, diffs, and release notes for regressions before shipping.

bitflight-devops/mcp-json-yaml-toml

Agent Claude Code

Creates, reviews, and modernizes Python 3.11+ test suites using pytest. Expert in pytest-mock (not unittest.mock), hypothesis property-based testing, pytest-asyncio, and pytest-bdd. Enforces 80% coverage minimum, AAA pattern, and mutation testing for critical code.

mirinodev/maestro

Agent Claude Code

Use this agent when you need a thorough, critical code review of recently written code. This agent will analyze code for bugs, performance issues, security vulnerabilities, maintainability concerns, and adherence to best practices. The agent assumes review of recently written code unless explicitly instructed to…

leMaur/livewire-flux-mcp

Agent Claude Code

You review MCP server documentation for accuracy, completeness, and clarity.

tosin2013/documcp

Agent

Work with AST-based code analysis and drift detection (Phase 3).

HumanBean17/jrag

Agent

MUST BE USED PROACTIVELY. Universal read-only explorer agent. Combines jrag graph navigation (call chains, service boundaries, routes, impact analysis, FQN resolution) with broad file-system search (grep, glob, excerpt reading). Use for any exploration task: locating code, tracing dependencies, finding patterns…

DemboNauta/skill-doc-generator

Agent Claude Code

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

creatornader/atrib

Agent Claude Code

Mechanical implementation agent for corpus generation and regeneration, linkification, doc placement, test refactors, catalog sweeps, and format migrations. Pinned to sonnet at low effort per the CLAUDE.md orchestration cost policy; never inherits the session model. Use for mechanical, self-contained in-harness build…

JohnBreault/xlights-mcp-server

Agent

Generate a custom checklist for the current feature based on user requirements.

timothywarner-org/copilot-memory-store

Agent

Code with persistent memory - remembers preferences, decisions, and context across sessions.

mehmetbaykar/swift-fast-mcp

Agent Claude Code

Expert assistance for building MCP servers in Swift with the FastMCP library. Use proactively when authoring @Tool / @MCPResource / @MCPPrompt types, configuring the FastMCP builder, defining @Generable schemas, or debugging FastMCP server issues.

Friz-zy/ai-capability-registry

Agent

Never place secrets, credentials, tokens, PII, or production data in any field; reference affected files by redacted path only.

pvoo/bigquery-mcp

Agent Claude Code

Use this agent when you need to explore BigQuery datasets, understand table structures, analyze data quality, or discover relationships between tables. Examples: (1) User asks 'What tables are available in the sales dataset?' - Use this agent to explore the dataset and provide detailed table analysis with schemas…

kyopark2014/sam-project

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

DDS-Solutions/AI-TadPole-OS

Agent

Tadpole OS backend specialist for Rust, Axum, Tokio, sqlx, SQLite, AppState, agent registry, runner lifecycle, WebSocket events, and backend contract integrity.

elbruno/ElBruno.ModelContextProtocol

Agent

Your AI team. Describe what you're building, get a team of specialists that live in your repo.

virtualsms-io/mcp-server

Agent

Specialized sub-agent for SMS verification workflows. Handles full lifecycle, discovery → createorder → waitforsms → return OTP, using VirtualSMS MCP tools across 2500+ services and 145+ countries with real physical SIM cards (not VoIP).

Aurite-ai/kahuna

Agent Claude Code

Use this agent when the user needs help designing, architecting, or planning new agents or workflows. This includes: Context: User wants to create a new agent system for their project. user: "I need to build an agent that monitors GitHub PRs and sends Slack notifications" assistant: "Let me use the agent-architect to…

signnow/sn-mcp-server

Agent

Transform vague feature ideas into detailed, testable requirements with user stories and acceptance criteria.