RAGScore
Rank #13,678io.github.HZYAI/ragscore
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
RAGScore is a Model Context Protocol (MCP) server published by hzyai. It ranks #13,678 of 132,046 servers tracked on MCP Toplist, and its repository has 15 GitHub stars. RAGScore is listed across 3 registries — Official MCP, PulseMCP and Glama, with 4 tracked versions. It was first listed on Dec 26, 2025 and most recently updated on May 19, 2026.
Ranks ahead of 118,368 of 132,046 servers on MCP Toplist.
Use RAGScore
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add ragscore -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -- uvx ragscoreReplace each placeholder with your own value before saving.
[mcp_servers.ragscore]
command = "uvx"
args = ["ragscore"]
[mcp_servers.ragscore.env]
OPENAI_API_KEY = "<your OPENAI_API_KEY>"
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"ragscore": {
"command": "uvx",
"args": [
"ragscore"
],
"env": {
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"ragscore": {
"command": "uvx",
"args": [
"ragscore"
],
"env": {
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"ragscore": {
"type": "stdio",
"command": "uvx",
"args": [
"ragscore"
],
"env": {
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"ragscore": {
"command": "uvx",
"args": [
"ragscore"
],
"env": {
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"ragscore": {
"command": "uvx",
"args": [
"ragscore"
],
"env": {
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
}
}
}
}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.HZYAI%2Fragscore)<a href="https://mcptoplist.com/server/io.github.HZYAI%2Fragscore"><img src="https://mcptoplist.com/badge/io.github.HZYAI%2Fragscore.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
hzyai
Available versions (4)
| Version | Published |
|---|---|
| 0.8.6 | May 19, 2026 |
| 0.8.5 | May 19, 2026 |
| 0.6.10 | Feb 11, 2026 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains RAGScore?
- RAGScore is maintained by hzyai, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
- Is RAGScore listed on the Official MCP Registry?
- Yes — RAGScore is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does RAGScore have?
- MCP Toplist tracks 4 versions of RAGScore, most recently published on May 19, 2026.
- Where can I find the source code for RAGScore?
- The source code for RAGScore is hosted at github.com/hzyai/ragscore.
Do you run this server?
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