Clarifyprompt
Rank #18,165io.github.LumabyteCo/clarifyprompt
MCP server providing clarifyprompt capabilities
Clarifyprompt is a Model Context Protocol (MCP) server published by lumabyteco. It ranks #18,165 of 132,046 servers tracked on MCP Toplist, and its repository has 13 GitHub stars. Clarifyprompt is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 2 tracked versions. It was first listed on Feb 26, 2026 and most recently updated on Mar 12, 2026.
Ranks ahead of 113,881 of 132,046 servers on MCP Toplist.
Use Clarifyprompt
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
claude mcp add clarifyprompt -e "LLM_API_URL=<your LLM_API_URL>" -e "LLM_API_KEY=<your LLM_API_KEY>" -e "LLM_MODEL=<your LLM_MODEL>" -- npx -y clarifyprompt-mcpReplace each placeholder with your own value before saving.
[mcp_servers.clarifyprompt]
command = "npx"
args = ["-y", "clarifyprompt-mcp"]
[mcp_servers.clarifyprompt.env]
LLM_API_URL = "<your LLM_API_URL>"
LLM_API_KEY = "<your LLM_API_KEY>"
LLM_MODEL = "<your LLM_MODEL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"clarifyprompt": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
],
"env": {
"LLM_API_URL": "<your LLM_API_URL>",
"LLM_API_KEY": "<your LLM_API_KEY>",
"LLM_MODEL": "<your LLM_MODEL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"clarifyprompt": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
],
"env": {
"LLM_API_URL": "<your LLM_API_URL>",
"LLM_API_KEY": "<your LLM_API_KEY>",
"LLM_MODEL": "<your LLM_MODEL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"clarifyprompt": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
],
"env": {
"LLM_API_URL": "<your LLM_API_URL>",
"LLM_API_KEY": "<your LLM_API_KEY>",
"LLM_MODEL": "<your LLM_MODEL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"clarifyprompt": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
],
"env": {
"LLM_API_URL": "<your LLM_API_URL>",
"LLM_API_KEY": "<your LLM_API_KEY>",
"LLM_MODEL": "<your LLM_MODEL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"clarifyprompt": {
"command": "npx",
"args": [
"-y",
"clarifyprompt-mcp"
],
"env": {
"LLM_API_URL": "<your LLM_API_URL>",
"LLM_API_KEY": "<your LLM_API_KEY>",
"LLM_MODEL": "<your LLM_MODEL>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.LumabyteCo%2Fclarifyprompt)<a href="https://mcptoplist.com/server/io.github.LumabyteCo%2Fclarifyprompt"><img src="https://mcptoplist.com/badge/io.github.LumabyteCo%2Fclarifyprompt.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 4 registries
lumabyteco
Available versions (2)
| Version | Published |
|---|---|
| 1.1.3 | Mar 12, 2026 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains Clarifyprompt?
- Clarifyprompt is maintained by lumabyteco, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Clarifyprompt listed on the Official MCP Registry?
- Yes — Clarifyprompt is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
- How many versions does Clarifyprompt have?
- MCP Toplist tracks 2 versions of Clarifyprompt, most recently published on Mar 12, 2026.
- Where can I find the source code for Clarifyprompt?
- The source code for Clarifyprompt is hosted at github.com/lumabyteco/clarifyprompt-mcp.
Do you run this server?
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