Prompting

2,080 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

promptbin

313

ianphil/promptbin

MCP server Claude CodeCodexCursor +2

Easy-to-use MCP server for prompt management with web interface and secure sharing. Runs locally from the promptbin Python package.

not rated 0 8mo ago A tokens not measured original MIT

langfuse-mcp

314

jurislm/langfuse-mcp

MCP server Claude CodeCodexCursor +2

JurisLM Langfuse MCP Server — Prompt Management + Traces/Observations 查詢. Runs locally from the @jurislm/langfuse-mcp npm package.

not rated 0 2mo ago A tokens not measured

thinkprompt-mcp

315

Honeyfield-Org/thinkprompt-mcp

MCP server Claude CodeCodexCursor +2

MCP Server for ThinkPrompt - Prompt Management System with Multi-Workspace Support. Runs locally from the @honeyfield/thinkprompt-mcp npm package.

not rated 0 5mo ago A tokens not measured

ramvishvas/prompt-enhancement-mcp-server

MCP server Claude CodeCodexCursor +2

An MCP server that enhances user prompts using AI providers (Anthropic, OpenAI, OpenRouter, Gemini). Runs locally from the prompt-enhancement-mcp-server npm package.

not rated 0 7mo ago A tokens not measured original Apache-2.0

prompt-go

317

rahulraonatarajan/prompt-go-mcp

MCP server Claude CodeCodexCursor +2

MCP server "prompt-go" as configured in rahulraonatarajan/prompt-go-mcp. Runs locally from the prompt-go Python package.

not rated 0 1y ago A tokens not measured original Apache-2.0

server-prompt-refiner

319

nmelo/prompter-mcp

MCP server Claude CodeCodexCursor +2

MCP server "server-prompt-refiner" as configured in nmelo/prompter-mcp. Runs locally from the @modelcontextprotocol/server-prompt-refiner npm package.

not rated 0 11mo ago A tokens not measured

llm-fallback-mcp

320

KhushalB25/llm-fallback-mcp

MCP server Claude CodeCodexCursor +2

MCP server that completes prompts with automatic provider fallback across OpenAI, Anthropic Claude, and Google Gemini. Handles rate limits, transient errors, and missing keys by trying the next provider in chain. Returns first success with full attempt lo. Runs locally from the llm-fallback-mcp npm package.

not rated 0 2mo ago A tokens not measured original MIT

signalforge-mcp

321

karthikeyGoli/signalforge

MCP server Claude CodeCodexCursor +2

Local-first MCP prompt intent compiler with RAG-backed context retrieval for Codex, Claude Code, Cursor, and generic LLM workflows. Runs locally from the signalforge-mcp npm package.

not rated 0 2mo ago A tokens not measured

draft-prompt

323

nuno-morais/prompt-enhancer-mcp

Skill Claude Code

Use when the user wants help turning a rough idea into a prompt — e.g. "help me write a prompt for...", "I want to brainstorm...", "draft a prompt to...", "I need to figure out how to ask for...". Runs a short one-question-at-a-time interview, then calls the optimizeprompt MCP tool with the assembled draft and context.

not rated 0 2mo ago A 77 tokens

command-map-mcp

324

vinsenzo83/command-map-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server that turns professional tasks into ready-to-use structured prompts. MCP is a standard way for an AI agent to call tools from another program.

not rated 0 1mo ago A tokens not measured original MIT

promptest-mcp

325

cortexresearch/promptest-mcp

MCP server Claude CodeCodexCursor +2

MCP server "promptest-mcp" as configured in cortexresearch/promptest-mcp. Runs locally from the promptest-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

local-llm-mcp

326

jgt87/local-llm-mcp

MCP server Claude CodeCodexCursor +2

MCP server "local-llm-mcp" as configured in jgt87/local-llm-mcp. Runs locally from the local-llm-mcp npm package.

not rated 0 5d ago A tokens not measured copy · 100% MIT

minimax-h3-prompting

327

jonpojonpo/comfy-h3-mcp

Skill Claude CodeCodex

Write effective prompts for MiniMax-H3 video+audio generation, and assemble the resulting clips into a cut. Covers prompt structure, camera vocabulary, native audio prompting, reference-mode tagging, the model's hard constraints, and a frame-exact ffmpeg assembly recipe. Use this skill when generating video with…

not rated 0 1mo ago A 151 tokens

contextslim

328

friczerocom-cpu/contextslim-python

MCP server Claude CodeCodexCursor +2

ContextSlim SDK - Smart JSON Context Pruning with x402 Micropayments for LLMs. Runs locally from the contextslim Python package.

not rated 0 23d ago A tokens not measured original MIT

pvlt

329

KrishBnsl/promptVault

MCP server Claude CodeCodexCursor +2

Open-source prompt versioning, evaluation, and management as an MCP server. Runs locally from the pvlt Python package.

not rated 0 16d ago A tokens not measured original MIT

grok-prompting

330

bigu1/grok-plugin-codex

Skill Claude Code

Internal guidance for composing clear Grok task prompts from Codex rescue handoffs.

not rated 0 13d ago A 21 tokens original Apache-2.0

gpt-img-2/image3-prompt-mcp

Skill Claude CodeCodex

Research real GPT Image 2 prompt examples and turn rough image ideas into structured prompt packs, reference-image edit instructions, product visuals, layouts, and debugging loops. Use for prompt search, prompt rewriting, ecommerce images, readable text, posters, social creatives, character sheets, storyboards, or…

not rated 0 12d ago A 84 tokens original MIT

gpt-img-2/opensora2-prompt-mcp

Skill Claude CodeCodex

Turn rough video ideas into structured OpenSora prompt packs, reference-aware motion instructions, shot plans, and focused debugging loops. Use for text-to-video, image-to-video, video-to-video, product clips, cinematic scenes, transitions, or multi-shot sequences; do not use for unrelated models, account support, or…

not rated 0 12d ago A 79 tokens original MIT

gpt-img-2/chinavideoai-prompt-mcp

Skill Claude CodeCodex

Turn rough China AI video ideas into structured English or Chinese prompt packs, reference-aware motion instructions, shot plans, and focused debugging loops. Use for text-to-video, image-to-video, reference-to-video, video-to-video, product clips, cinematic scenes, transitions, or multi-shot sequences; do not use for…

not rated 0 11d ago A 83 tokens original MIT

gpt-img-2/see-dance-2-prompt-mcp

Skill Claude CodeCodex

Turn rough video ideas into structured English or Chinese Seedance-oriented prompt packs, exact reference bindings, shot sequences, and focused debugging loops. Use for text-to-video, image-to-video, multimodal reference, product clips, cinematic scenes, transitions, or loops; do not use for account support, live…

not rated 0 11d ago A 81 tokens original MIT

pydanticcontract-mcp

335

clauxel/pydantic-contract-mcp

MCP server Claude CodeCodexCursor +2

A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs. Remote server at pydanticcontract.clauxel.com.

not rated 0 3mo ago A tokens not measured

rtcf

336

hengkp/rtcf-mcp

MCP server Claude CodeCodexCursor +2

Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English. Remote server at rtcf.happlen.com.

not rated 0 1mo ago A tokens not measured

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