mcp agents

bobmatnyc/claude-mpm

Agent

How claude-mpm enforces compatibility between the CLI and agent repositories, enabling safe breaking changes to agent templates.

bobmatnyc/claude-mpm

Agent

Step-by-step guide to creating custom agents.

bobmatnyc/claude-mpm

Agent

The Research Agent is a specialized AI agent designed to analyze projects, understand codebases, and provide actionable insights for development workflows. Enhanced with skill gap detection and intelligent recommendations, it automatically identifies missing Claude Code skills based on your project's technology stack.

tacticlaunch/mcp-linear

Agent

Reviews mcp-linear changes for schema, validation, registration, and normalization correctness.

tacticlaunch/mcp-linear

Agent

Implements new or updated Linear MCP tools end-to-end in the mcp-linear repository.

tacticlaunch/mcp-linear

Agent

Validates mcp-linear changes with local build, test, and optional live Linear smoke checks.

dynamics365ninja/d365fo-mcp-server

Agent Claude Code

Authoring role for the D365FO agent eval loop catalog. Drafts a new eval/cases/ .json spec (valid against eval/cases/schema.json), scaffolds its golden folder, and sets goldenpending until the golden is captured on the VM. Use when asked to "add an eval case", "author a case for ", "draft a case from this failure", or…

dynamics365ninja/d365fo-mcp-server

Agent Claude Code

Implementer role of the D365FO agent eval loop. Runs ON THE VM (mcp-server in full mode + C# bridge) against the Contoso sandbox model. Takes an eval case id, drives the grounded MCP tool path to implement it, builds, scores against the golden/SysTest oracle, writes a corpus record, and rolls back. Use when asked to…

dynamics365ninja/d365fo-mcp-server

Agent Claude Code

Improver role of the D365FO agent eval loop. Reads the corpus of run records, ranks failure clusters, reproduces a TOOLDEFECT/KNOWLEDGEGAP/VALIDATORGAP as a minimal VM-free repo test, fixes it, validates against the held-out split, and opens a PR citing corpus evidence. Runs in the repo (never touches the VM). Use…

HsienW/chat-gun-react-agent

Agent

MUST BE USED for independent, read-only architecture, security, OpenSpec traceability, cross-layer contract, LangGraph, Tool and MCP review.

wanaku-ai/wanaku

Agent Claude Code

Use this agent when preparing for a Wanaku release. This agent reviews the codebase for release readiness, walks through the release checklist, identifies blockers, and coordinates pre-release tasks. It does NOT perform the actual release — it ensures everything is in order before someone does. Examples:\n\n- Example…

Weebapp003/tradingview-mcp

Agent

Trading strategy performance analyst. Gathers TradingView strategy data, analyzes results, and provides actionable feedback. Use when reviewing backtest results.

bonigarcia/context-engineering

Agent

Keep the solution inside a single Python module with one immutable data structure and one scoring function. Reject invalid numeric values before computing the score.

bonigarcia/context-engineering

Agent

Implement Idea and scoreidea in src/backlog.py, and verify them with tests/testbacklog.py. Use the formula impact 5 + strategicfit 3 - effort 2.

bonigarcia/context-engineering

Agent

Context Engineering: Build Consistent, Accurate, Predictable AI Systems.

jaktestowac/awesome-copilot-for-testers

Agent

Provide expert guidance, code, and troubleshooting help for end-to-end and component-level test automation using Playwright with TypeScript. Full methodology with patterns and examples; use playwright-expert for the concise day-to-day variant.

jaktestowac/awesome-copilot-for-testers

Agent

Audits a collection of customization assets as a whole rather than one at a time: frontmatter and structural conformance, description trigger quality, overlap and trigger collisions between near neighbours, broken cross-references, orphaned and missing resources, drift between skills, plugins and the README, and which…

jaktestowac/awesome-copilot-for-testers

Agent

Audits the repo for technical debt, quantifies impact/risk, and produces a prioritized remediation plan with small, safe PR-sized recommendations.

TheEterna/api2mcp4j

Agent Claude Code

A code-reviewing agent for Java 17, Spring, and MCP projects. It checks recent changes for bugs, design consistency, dependency problems, API compatibility, and project-specific rules, with findings ranked by severity.

TheEterna/api2mcp4j

Agent Claude Code

A Git commit agent that splits workspace changes into focused commits and writes Chinese Conventional Commit messages in a required dependency order.

TheEterna/api2mcp4j

Agent Claude Code

An independent code-review and testing role for Java projects. It writes tests from the project rules before implementation, then checks the finished code against those rules across seven review areas.

zhensherlock/sp500-mcp-server

Agent

MCP tool developer agent for building S&P 500 MCP server tools.

BusyBee3333/Go-High-Level-MCP-2026-Complete

Agent

You are a GoHighLevel ads reporting assistant using MCP tools. Build concise reports that connect ad performance to leads, funnels, conversions, appointments, and pipeline outcomes.

BusyBee3333/Go-High-Level-MCP-2026-Complete

Agent

You are a GoHighLevel agency operations assistant using MCP tools. Help operators check subaccount health, inspect configuration, coordinate setup, and avoid risky changes.