"Information or resources related to 'Prompt'" matching MCP servers:

• prompt-to-asset

  MohamedAbdallah-14

  A

  license

  A

  quality

  B

  maintenance

  Routes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.

  Last updated 2026-07-07

  24

  13

  MIT

• or-info

  jmtrs

  A

  license

  -

  quality

  A

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Last updated 2026-06-15

  22

  1

  MIT

• Robot Resources Scraper

  robot-resources

  A

  license

  B

  quality

  F

  maintenance

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-04-28

  2

  24

  1

  MIT

• AWS Resources MCP Server

  baryhuang

  A

  license

  B

  quality

  F

  maintenance

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

  A

  license

  -

  quality

  F

  maintenance

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-04-28

  21

  1

  MIT

• Refine Prompt

  FelippeFarias

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into structured, professionally engineered instructions for any LLM. It enhances AI interactions by adding context, requirements, and structural clarity to raw user inputs.

  Last updated 2025-04-03

  1

  3

  MIT

• dev-prompt-mcp

  sayll

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that registers customizable prompt templates as tools for natural language interaction. It supports hot-reloading and easy extension via YAML or JSON files to automate tasks like code review, refactoring, and content summarization.

  Last updated 2025-12-16

  2

  18

  1

  MIT

• Just Prompt

  disler

  F

  license

  B

  quality

  D

  maintenance

  A lightweight MCP server that provides a unified interface to various LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama.

  Last updated 2025-08-10

  6

  733

• MCP Prompt Manager

  Tae4an

  A

  license

  -

  quality

  C

  maintenance

  Enables AI models like Claude to manage local prompt files with CRUD operations, fuzzy search, categorization, templates, version control, and favorites.

  Last updated 2025-12-15

  5

  MIT

• mcp-prompt-optimizer

  nivlewd1

  F

  license

  -

  quality

  D

  maintenance

  MCP server for professional prompt engineering and agentic scaffolding, with cloud and local optimization.

  Last updated 2026-04-13

  2

• MCP-Based Weather Information

  AryanManral27

  F

  license

  -

  quality

  B

  maintenance

  Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.

  Last updated 2026-06-17

• meta-prompt-mcp

  kapillamba4

  A

  license

  A

  quality

  B

  maintenance

  MCP server providing on-demand access to official prompting guides for building robust meta-prompts.

  Last updated 2026-05-19

  2

  2

  MIT

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  C

  maintenance

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  27

  Apache 2.0

• Prompt Enhancer MCP

  nuno-morais

  A

  license

  A

  quality

  A

  maintenance

  Local MCP server that uses a local Ollama model to rewrite rough prompt drafts into structured, optimized prompts for paid APIs, saving tokens and improving output quality.

  Last updated 2026-07-09

  5

  2,688

  MIT

• Prompt Lab MCP Server

  jurek-f

  A

  license

  A

  quality

  C

  maintenance

  Enables prompt optimization loops and regression test suites for Claude Code, with a companion web UI for real-time visualization of scores and prompt revisions.

  Last updated 2026-06-18

  19

  MIT

• Related Identity MCP Server

  fengshanshan

  A

  license

  A

  quality

  C

  maintenance

  Discovers related blockchain addresses and domain names for web3 identities across different platforms including Ethereum, Farcaster, Lens, and ENS using next.id's relation server data.

  Last updated 2025-06-30

  1

  23

  MIT

• Prompt Ops MCP

  heyjustinai

  A

  license

  A

  quality

  D

  maintenance

  Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

  Last updated 2025-07-06

  1

  6

  4

  MIT

• Prompt Control Plane

  rishi-banerjee1

  A

  license

  A

  quality

  A

  maintenance

  The control plane for AI prompts that scores, enforces policy, locks config, and audits every prompt decision.

  Last updated 2026-06-18

  20

  31

  2

  Elastic 2.0

• MCP Prompt Optimizer

  grandinh

  A

  license

  B

  quality

  D

  maintenance

  Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.

  Last updated 2025-11-09

  1

  MIT

• prompt-new-mcp

  seungwonme

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that saves prompts with timestamps and allows users to list previously saved prompts for Claude Desktop.

  Last updated 2025-07-25

  2

  5

  1

  MIT