PinRAG
Rank #13,012io.github.ndjordjevic/pinrag
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PinRAG is a Model Context Protocol (MCP) server published by ndjordjevic. It ranks #13,012 of 115,591 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. PinRAG is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 27 tracked versions. It was first listed on Jan 26, 2026 and most recently updated on Apr 9, 2026.
Ranks ahead of 102,579 of 115,591 servers on MCP Toplist.
Use PinRAG
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add pinrag -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "PINRAG_PERSIST_DIR=<your PINRAG_PERSIST_DIR>" -- uvx --from pinrag pinrag-mcp pinragReplace each placeholder with your own value before saving.
[mcp_servers.pinrag]
command = "uvx"
args = ["--from", "pinrag", "pinrag-mcp", "pinrag"]
[mcp_servers.pinrag.env]
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"
OPENAI_API_KEY = "<your OPENAI_API_KEY>"
PINRAG_PERSIST_DIR = "<your PINRAG_PERSIST_DIR>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pinrag": {
"command": "uvx",
"args": [
"--from",
"pinrag",
"pinrag-mcp",
"pinrag"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"PINRAG_PERSIST_DIR": "<your PINRAG_PERSIST_DIR>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pinrag": {
"command": "uvx",
"args": [
"--from",
"pinrag",
"pinrag-mcp",
"pinrag"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"PINRAG_PERSIST_DIR": "<your PINRAG_PERSIST_DIR>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"pinrag": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"pinrag",
"pinrag-mcp",
"pinrag"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"PINRAG_PERSIST_DIR": "<your PINRAG_PERSIST_DIR>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pinrag": {
"command": "uvx",
"args": [
"--from",
"pinrag",
"pinrag-mcp",
"pinrag"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"PINRAG_PERSIST_DIR": "<your PINRAG_PERSIST_DIR>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"pinrag": {
"command": "uvx",
"args": [
"--from",
"pinrag",
"pinrag-mcp",
"pinrag"
],
"env": {
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<your OPENAI_API_KEY>",
"PINRAG_PERSIST_DIR": "<your PINRAG_PERSIST_DIR>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
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[](https://mcptoplist.com/server/io.github.ndjordjevic%2Fpinrag)<a href="https://mcptoplist.com/server/io.github.ndjordjevic%2Fpinrag"><img src="https://mcptoplist.com/badge/io.github.ndjordjevic%2Fpinrag.svg" alt="MCP Toplist: Top 25% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries (2 delisted)
ndjordjevic
Available versions (27)
| Version | Published |
|---|---|
| 0.9.27 | Apr 9, 2026 |
| 0.9.26 | Mar 29, 2026 |
| 0.9.25 | Mar 28, 2026 |
| 0.9.24 | Mar 28, 2026 |
| 0.9.23 | Mar 27, 2026 |
| 0.9.22 | Mar 26, 2026 |
| 0.9.21 | Mar 25, 2026 |
| 0.9.20 | Mar 25, 2026 |
| 0.9.19 | Mar 25, 2026 |
| 0.9.18 | Mar 25, 2026 |
| 0.9.17 | Mar 25, 2026 |
| 0.9.16 | Mar 25, 2026 |
| 0.9.15 | Mar 23, 2026 |
| 0.9.14 | Mar 23, 2026 |
| 0.9.13 | Mar 23, 2026 |
| 0.9.12 | Mar 22, 2026 |
| 0.9.11 | Mar 22, 2026 |
| 0.9.10 | Mar 22, 2026 |
| 0.9.9 | Mar 22, 2026 |
| 0.9.8 | Mar 22, 2026 |
| 0.9.7 | Mar 22, 2026 |
| 0.9.6 | Mar 22, 2026 |
| 0.9.5 | Mar 21, 2026 |
| 0.9.4 | Mar 21, 2026 |
| 0.9.3 | Mar 21, 2026 |
| 0.9.2 | Mar 21, 2026 |
| 0.1.0 | Nov 25, 2024 |
Frequently asked questions
- Who maintains PinRAG?
- PinRAG is maintained by ndjordjevic, which publishes 1 MCP server (27 total versions) tracked on MCP Toplist.
- Is PinRAG listed on the Official MCP Registry?
- Yes — PinRAG is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
- How many versions does PinRAG have?
- MCP Toplist tracks 27 versions of PinRAG, most recently published on Apr 9, 2026.
- Where can I find the source code for PinRAG?
- The source code for PinRAG is hosted at github.com/ndjordjevic/pinrag.