PinRAG
Rank #18,268io.github.ndjordjevic/pinrag
MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
What you can do with PinRAG
PinRAG is a Model Context Protocol (MCP) server published by ndjordjevic. It ranks #18,268 of 152,076 active servers 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.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What PinRAG can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using PinRAG
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 25, 2026. Not independently verified by MCP Toplist.
- OPENROUTER_API_KEY · required
- PINRAG_PERSIST_DIR · optional
Connect PinRAG and confirm it works
claude mcp add pinrag -e "OPENROUTER_API_KEY=<your OPENROUTER_API_KEY>" -e "PINRAG_PERSIST_DIR=<your PINRAG_PERSIST_DIR>" -- uvx --refresh pinrag pinragReplace each placeholder with your own value before saving.
[mcp_servers.pinrag]
command = "uvx"
args = ["--refresh", "pinrag", "pinrag"]
[mcp_servers.pinrag.env]
OPENROUTER_API_KEY = "<your OPENROUTER_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": [
"--refresh",
"pinrag",
"pinrag"
],
"env": {
"OPENROUTER_API_KEY": "<your OPENROUTER_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": [
"--refresh",
"pinrag",
"pinrag"
],
"env": {
"OPENROUTER_API_KEY": "<your OPENROUTER_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": [
"--refresh",
"pinrag",
"pinrag"
],
"env": {
"OPENROUTER_API_KEY": "<your OPENROUTER_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": [
"--refresh",
"pinrag",
"pinrag"
],
"env": {
"OPENROUTER_API_KEY": "<your OPENROUTER_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": [
"--refresh",
"pinrag",
"pinrag"
],
"env": {
"OPENROUTER_API_KEY": "<your OPENROUTER_API_KEY>",
"PINRAG_PERSIST_DIR": "<your PINRAG_PERSIST_DIR>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Jan 26, 2026
- Latest version published
- Apr 9, 2026
- Version history
- 27 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 25, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 25, 2026
- Official MCP ↗listed since Apr 25, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- Glama ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Aug 26, 2026 · still listed
Do you maintain PinRAG? to correct or enrich this profile.
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 |
Ranks ahead of 133,808 of 152,076 servers on MCP Toplist.
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.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 152,076" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
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.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.