"JSON Document Templates for Engineering Prompt Generation" matching MCP servers:

• Coding Prompt Engineer MCP

  hireshBrem

  A

  license

  B

  quality

  D

  maintenance

  Rewrites coding prompts for optimal results with AI IDEs like Cursor by using Claude to add structure, context, and language-specific considerations to user prompts.

  Last updated 2025-03-30

  1

  13

  MIT

• Claude Code MCP for Cursor

  blackpwnguin

  A

  license

  B

  quality

  C

  maintenance

  Bridges Claude Code CLI with Cursor IDE to use your existing Claude subscription without separate API costs.

  Last updated 2026-07-12

  1

  3

  MIT

• claude-debugs-for-you

  jasonjmcghee

  A

  license

  -

  quality

  C

  maintenance

  Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.

  Last updated 2025-12-20

  7

  512

  MIT

• AI Software Engineering Team -

  elhaweet

  F

  license

  -

  quality

  D

  maintenance

  Enables users to generate complete, production-ready software projects from simple ideas by coordinating 8 specialized AI agents through the Model Context Protocol.

  Last updated 2025-10-05

  4

• Parallax for Claude Code

  Master0fFate

  A

  license

  -

  quality

  A

  maintenance

  An MCP server that enhances Claude Code with evidence-first engineering, protocol gates, project-aware verification, auditable traces, and durable autonomous execution.

  Last updated 2026-07-27

  430

  MIT

• Competitive Programming Mentor

  SAMI-CODEAI

  F

  license

  B

  quality

  C

  maintenance

  Provides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.

  Last updated 2026-06-29

  23

• lens

  tools-for-agents

  A

  license

  -

  quality

  B

  maintenance

  Provides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.

  Last updated 2026-07-23

  MIT

• Claude Code IDE for Sublime

  Cognisant-llc

  A

  license

  -

  quality

  B

  maintenance

  Enables Sublime Text to integrate with Claude Code via the IDE protocol, providing in-editor diff review, selection context sharing, and @-mentions through a local WebSocket/MCP server.

  Last updated 2026-07-13

  MIT

• forge

  TT-Wang

  A

  license

  A

  quality

  A

  maintenance

  a claude code harness engineering tool

  Last updated 2026-07-01

  7

  37

  MIT

• MCP Server Boilerplate

  shellsage-ai

  A

  license

  A

  quality

  C

  maintenance

  Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop integration configs.

  Last updated 2026-03-06

  2

  2

  MIT

• Bernstein - Multi-agent

  sipyourdrink-ltd

  A

  license

  A

  quality

  A

  maintenance

  Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

  Last updated 2026-07-28

  2

  12

  744

  Apache 2.0

• claude-octopus

  xiaolai

  A

  license

  A

  quality

  D

  maintenance

  Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specialized Claude Code agents — each with its own model, tools, system prompt, and personality — from any MCP client.

  Last updated 2026-06-17

  5

  90

  15

  ISC

• constraints-registry-mcp

  SureshKhemka

  A

  license

  A

  quality

  A

  maintenance

  A single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.

  Last updated 2026-06-27

  3

  Apache 2.0

• codex-mcp-server

  tuannvm

  A

  license

  A

  quality

  C

  maintenance

  Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation, and review, with support for session management, web search, and structured output.

  Last updated 2026-05-25

  6

  687

  604

  ISC

• codex-dobby-mcp

  Averyy

  A

  license

  A

  quality

  B

  maintenance

  A local MCP server that lets Claude delegate scoped work to Codex with structured results and guardrails, supporting planning, code review, build, reverse engineering, and long-running background tasks.

  Last updated 2026-07-10

  11

  MIT

• Trae-OpenSpec MCP

  leon30083

  A

  license

  A

  quality

  D

  maintenance

  An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.

  Last updated 2025-10-31

  3

  12

  25

  MIT

• agent-nexus

  dugubuyan

  A

  license

  B

  quality

  A

  maintenance

  Service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Versioned Markdown store, pub-sub notifications, and diff-aware update protocol.

  Last updated 2026-07-09

  16

  7

  MIT

• Blind-Auditor-MCP

  Sim-xia

  A

  license

  B

  quality

  F

  maintenance

  A zero-cost MCP server that forces AI to self-correct code using prompt injection and context isolation.

  Last updated 2025-12-10

  4

  10

  MIT

• hermes-oh-my-pi-mcp

  cassiopeiaym

  A

  license

  B

  quality

  B

  maintenance

  A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt and doctor) for code generation and environment verification.

  Last updated 2026-06-20

  2

  MIT

• trw-mcp

  wallter

  A

  license

  B

  quality

  B

  maintenance

  MCP server providing persistent engineering memory and spec-driven development workflows for AI coding agents, preserving learnings across sessions.

  Last updated 2026-07-20

  41

  Business Source 1.1