JSON Document Templates for Engineering Prompt Generation

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JSON Document Templates for Engineering Prompt Generation

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Why this server?
This server is an excellent fit as it explicitly enables AI to 'create, edit, and batch generate JSON data with advanced rule engines' and supports 'template management,' which is crucial for prompt generation in engineering contexts.
MCP JSON Maker
zb2947244682
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security
F
license
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quality
Enables AI to create, edit, and batch generate JSON data with advanced rule engines. Supports CRUD operations, node-level editing, template management, and multi-format file exports (JSON, JSONL, CSV).
Last updated -
3
179
Why this server?
This server provides 'powerful JSON manipulation tools' including 'schema generation,' which is highly relevant for structuring and creating JSON documents used in prompt generation workflows.
JSON MCP Server
berrydev-ai
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security
F
license
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quality
Provides powerful JSON manipulation tools through Model Context Protocol, enabling complex queries, schema generation, and validation with jq notation and native Node.js operations.
Last updated -
1
Why this server?
Directly relevant to 'prompt generation' as it is designed for 'managing prompt templates as markdown files with YAML frontmatter,' which can easily be converted to or integrate with JSON formats for structured prompts.
Prompts MCP Server
tanker327
A
security
A
license
A
quality
A Model Context Protocol server for managing prompt templates as markdown files with YAML frontmatter, allowing users and LLMs to easily add, retrieve, and manage prompts.
Last updated -
5
1
9
MIT License
Why this server?
This server is highly specialized in 'managing and serving dynamic prompt templates' with variables and conditionals, which is a perfect match for 'prompt generation in engineering' requiring structured inputs.
mcp-prompt-engine
vasayxtx
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security
A
license
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quality
MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine. Create reusable, logic-driven prompts with variables, partials, and conditionals that can be served to any compatible MCP client like Claude Code, Claude Desktop, Gemini CLI, etc.
Last updated -
7
MIT License
Why this server?
This server directly addresses the need to 'transform text into structured JSON data using templates with placeholders,' making it ideal for generating JSON documents specifically for prompts.
Custom Context MCP Server
omer-ayhan
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security
A
license
A
quality
A Model Context Protocol server that transforms text into structured JSON data using templates with placeholders.
Last updated -
2
1
MIT License
Why this server?
This tool explicitly helps users 'create, validate, and optimize AI prompts' using a structured framework, directly aligning with the 'prompt generation in engineering' aspect.
RISEN Prompt Engineering MCP Tool
doritoman90000
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security
A
license
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quality
A Model Context Protocol server that helps users create, validate, and optimize AI prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).
Last updated -
MIT License
Why this server?
Focuses on 'intelligently engineering and optimizing prompts for Claude Code' by transforming natural language requests into 'structured, Claude Code-optimized prompts,' which is a strong fit for engineering-specific prompt generation.
Claude Code Prompt Engineer
gr3enarr0w
A
security
A
license
A
quality
Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language requests into structured, Claude Code-optimized prompts.
Last updated -
4
10
MIT License
Why this server?
This server 'processes test scenarios from user prompts to generate complete WDIO test suites,' demonstrating the generation of structured documents (test suites can be JSON or JSON-like) from prompts in an engineering context.
Automation Script Generator MCP Server
raymondsambur
A
security
F
license
A
quality
Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.
Last updated -
7
Why this server?
Provides 'pre-defined prompt templates for AI assistants to generate comprehensive plans for TypeScript projects,' combining prompt generation with a specific engineering domain and implying structured (likely JSON) output.
TypeScript Prompt MCP Server
gpaul-mcp
A
security
A
license
A
quality
Provides pre-defined prompt templates for AI assistants to generate comprehensive plans for TypeScript projects, API architectures, and GitHub workflows.
Last updated -
0
1
MIT License
Why this server?
Enables Claude to 'generate, search, and manage documentation for codebases using vector embeddings and semantic search.' While not strictly JSON, documentation for engineering is often structured and can be generated from prompts.
DocuMCP
YannickTM
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security
F
license
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quality
An MCP server that enables Claude to generate, search, and manage documentation for codebases using vector embeddings and semantic search, providing tools for creating user guides, technical documentation, code explanations, and architectural diagrams.
Last updated -
5