librechat
This is a tutorial for Debian users to setup Librechat and attach a custom API to it. I chose to use Deepinfra for cost and speed reasons, but/and used the open weight DeepSeek v4 Flash model via the Deepinfra API. I also built an MCP server to create docx, xlsx, pptx, and pdf files using python under the hood. Lastly, I used the built-in and free keenable service so that the chat could scrape websites.To begin with, let's install required dependencies, webserver, database, and service manager.
sudo apt update && sudo apt upgrade -y sudo apt install -y git build-essential curl gnupg python3-pip python3-venv curl -fsSL https://deb.nodesource.com/setup_24.x | sudo -E bash - sudo apt install -y nodejs sudo npm install -g npm@11 node -v && npm -v wget -qO - https://www.mongodb.org/static/pgp/server-8.0.asc | sudo gpg --dearmor -o /usr/share/keyrings/mongodb-server-8.0.gpg echo "deb [ signed-by=/usr/share/keyrings/mongodb-server-8.0.gpg ] https://repo.mongodb.org/apt/debian bookworm/mongodb-org/8.0 main" | sudo tee /etc/apt/sources.list.d/mongodb-org-8.0.list sudo apt update sudo apt install -y mongodb-org sudo systemctl enable --now mongod sudo npm install -g pm2
Now, let's clone the librechat repo and setup the virtual environment and the server configuration.
cd /opt sudo git clone https://github.com/LibreChat-AI/LibreChat.git sudo chown -R $USER:$USER LibreChat cd LibreChat cp .env.example .env nano .env
Email and other add-ons and other niceties and such can all be set up later to one's liking and as they see fit. The bare bones requirements are:
MONGO_URI=mongodb://127.0.0.1:27017/LibreChat JWT_SECRET=your_64_hex_secret JWT_REFRESH_SECRET=your_64_hex_secret CREDS_KEY=your_64_hex_secret CREDS_IV=your_32_hex_iv DOMAIN_CLIENT=https://chat.haacksnetworking.org DOMAIN_SERVER=https://chat.haacksnetworking.org TRUST_PROXY=1 HOST=127.0.0.1 # This creates an env variable for your deepinfra key, which gets called in librechat.yaml DEEPINFRA_API_KEY=sk-di-your_key_here
Use openssl rand -hex 32 and openssl rand -hex 16 for the IV in order to generate secrets. Start service for first time and debug. Once it is functional and working - not before - then run the pm2 commands which will auto-generate systemd units and give you control of them with pm2 commands.
npm run reinstall npm run backend #test, debug, then use pm2 instead pm2 start npm --name librechat -- run backend pm2 save pm2 startup
You can optionally setup a firewall:
sudo ufw allow OpenSSH sudo ufw allow 'Apache Full' sudo ufw enable
Create or edit /opt/LibreChat/librechat.yaml:
# minimum information and parameters
version: 1.3.17
cache: true
endpoints:
custom:
- name: "DeepInfra DeepSeek"
apiKey: "${DEEPINFRA_API_KEY}"
baseURL: "https://api.deepinfra.com/v1/openai"
models:
default: ["deepseek-ai/DeepSeek-V4-Flash"]
fetch: false
titleConvo: true
titleModel: "deepseek-ai/DeepSeek-V4-Flash"
modelDisplayLabel: "DeepSeek V4 Flash"
# this is a built in and free in cost web scraper
webSearch:
searchProvider: "keenable"
scraperProvider: "keenable"
rerankerType: "none"
# don't add this block until after initial setup and when you later create the mcp server
mcpServers:
document-tools:
type: stdio
command: /opt/mcp-docs/venv/bin/python
args:
- /opt/mcp-docs/server.py
timeout: 60000
pm2 restart librechat
Once librechat is running properly under pm2, the next most important step is setting up the apache reverse proxy and setting up the admin account. I just use the default apache virtual host for the domain, let apache cut and generate the cert using the non-RP vhost config, and then once the librechat service is running locally, I swap the virtual hosts with the reverse proxy versions instead and then restart the service. Here are the packages and the cert cutting commands:
sudo a2enmod proxy proxy_http proxy_wstunnel ssl rewrite headers socache_shmcb sudo systemctl restart apache2 sudo apt install certbot letsencrypt python3-certbot-apache sudo certbot --authenticator standalone --installer apache -d chat.haacksnetworking.org --pre-hook "systemctl stop apache2" --post-hook "systemctl start apache2"
Here is your http vhost nano /etc/apache2/sites-available/chat.haacksnetworking.org.conf
<VirtualHost *:80>
ServerName chat.haacksnetworking.org
Redirect permanent / https://chat.haacksnetworking.org/
</VirtualHost>
Here is your https vhost nano /etc/apache2/sites-available/chat.haacksnetworking.org-le-ssl.conf
<VirtualHost *:443>
ServerName chat.haacksnetworking.org
SSLEngine on
SSLCertificateFile /etc/letsencrypt/live/chat.haacksnetworking.org/fullchain.pem
SSLCertificateKeyFile /etc/letsencrypt/live/chat.haacksnetworking.org/privkey.pem
Include /etc/letsencrypt/options-ssl-apache.conf
ProxyPreserveHost On
ProxyRequests Off
# Exclude downloads from proxy - must come before ProxyPass /
# You create this down below for MCP downloads
ProxyPass /downloads !
Alias /downloads /opt/LibreChat/generated_docs
<Directory /opt/LibreChat/generated_docs>
Options -Indexes
Require all granted
</Directory>
ProxyPass / http://127.0.0.1:3080/
ProxyPassReverse / http://127.0.0.1:3080/
RequestHeader set X-Forwarded-Proto "https"
RequestHeader set X-Forwarded-Port "443"
RequestHeader set X-Real-IP "%{REMOTE_ADDR}s"
RequestHeader set X-Forwarded-For "%{REMOTE_ADDR}s"
RewriteEngine On
RewriteCond %{HTTP:Upgrade} =websocket [NC]
RewriteCond %{HTTP:Connection} upgrade [NC]
RewriteRule ^/?(.*) "ws://127.0.0.1:3080/$1" [P,L]
ProxyTimeout 300
Timeout 300
LimitRequestBody 26214400
ErrorLog ${APACHE_LOG_DIR}/librechat-error.log
CustomLog ${APACHE_LOG_DIR}/librechat-access.log combined
</VirtualHost>
Once you swap the vhosts with the reverse proxy configs you enable the vhosts, check the config, and reload the latest apache2 config for the currently running service.
sudo a2ensite librechat sudo apache2ctl configtest sudo systemctl reload apache2
You can now go to your domain.com in your web browser and setup your admin account. Make sure to verify it with mongodb on the backend. After setting up the account, run
mongosh --quiet --eval 'db = db.getSiblingDB("LibreChat"); db.users.find({}, {email:1, role:1}).pretty()'
If you want to disable public registration, add the following to /opt/LibreChat/.env:
ALLOW_REGISTRATION=false
Then create users with npm run create-user and just enter the parameters and restart the service. Once you are logged in, select the model you attached in the upper left drop down menu and test it for functionality. So long as it is working, you can now move on to creating an mcp server to do some common tasks like create docx, xlsx, pptx, and pdf files. Here's what I came up with:
cd /opt mkdir -p /opt/mcp-docs cd /opt/mcp-docs python3 -m venv venv source venv/bin/activate pip install mcp python-docx openpyxl pandas reportlab python-pptx
Create /opt/mcp-docs/server.py and create python programs that do the various tasks on the host/vm running librechat:
#!/usr/bin/env python3
import json
import os
from mcp.server import MCPServer
from docx import Document
from openpyxl import Workbook
from openpyxl.styles import Font, PatternFill
from reportlab.lib.pagesizes import letter
from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer
from reportlab.lib.styles import getSampleStyleSheet
from pptx import Presentation
OUTPUT_DIR = "/opt/LibreChat/generated_docs"
os.makedirs(OUTPUT_DIR, exist_ok=True)
mcp = MCPServer("document-tools")
@mcp.tool()
def create_docx(title: str, content: list = None, body: str = None) -> str:
"""Create a Word (.docx) document.
Prefer content as a list of objects: [{"type":"heading|paragraph|bullet", "text":"..."}].
If that fails, pass body as a plain multi-line string.
"""
doc = Document()
doc.add_heading(title, 0)
items = content or []
if not items and body:
for line in body.splitlines():
line = line.strip()
if not line:
continue
if line.startswith("#"):
doc.add_heading(line.lstrip("# ").strip(), level=1)
elif line.startswith("- ") or line.startswith("* "):
doc.add_paragraph(line[2:].strip(), style="List Bullet")
else:
doc.add_paragraph(line)
else:
for item in items:
if isinstance(item, str):
doc.add_paragraph(item)
continue
if not isinstance(item, dict):
continue
t = (item.get("type") or "paragraph").lower()
text = item.get("text") or item.get("content") or ""
if not text:
continue
if t == "heading":
doc.add_heading(text, level=1)
elif t == "bullet":
doc.add_paragraph(text, style="List Bullet")
else:
doc.add_paragraph(text)
filename = f"{title.replace(' ', '_')}.docx"
path = os.path.join(OUTPUT_DIR, filename)
doc.save(path)
return json.dumps({
"success": True,
"file": filename,
"download": f"https://chat.haacksnetworking.org/downloads/{filename}"
})
@mcp.tool()
def create_xlsx(name: str, headers: list, rows: list) -> str:
"""Create an Excel (.xlsx) spreadsheet."""
wb = Workbook()
ws = wb.active
ws.title = name[:31]
for col, h in enumerate(headers, 1):
cell = ws.cell(1, col, h)
cell.font = Font(bold=True, color="FFFFFF")
cell.fill = PatternFill(start_color="4472C4", end_color="4472C4", fill_type="solid")
for r_idx, row in enumerate(rows, 2):
for c_idx, val in enumerate(row, 1):
ws.cell(r_idx, c_idx, val)
filename = f"{name.replace(' ', '_')}.xlsx"
path = os.path.join(OUTPUT_DIR, filename)
wb.save(path)
return json.dumps({
"success": True,
"file": filename,
"download": f"https://chat.haacksnetworking.org/downloads/{filename}"
})
@mcp.tool()
def create_pdf(title: str, content: list = None, body: str = None) -> str:
"""Create a PDF document. content is a list of dicts with type (heading/paragraph/bullet) and text, or pass body as plain text."""
filename = f"{title.replace(' ', '_')}.pdf"
path = os.path.join(OUTPUT_DIR, filename)
doc = SimpleDocTemplate(path, pagesize=letter)
styles = getSampleStyleSheet()
story = []
story.append(Paragraph(title, styles["Title"]))
story.append(Spacer(1, 12))
items = content or []
if not items and body:
for line in body.splitlines():
line = line.strip()
if not line:
continue
if line.startswith("#"):
story.append(Paragraph(line.lstrip("# ").strip(), styles["Heading2"]))
elif line.startswith("- ") or line.startswith("* "):
story.append(Paragraph(f"• {line[2:].strip()}", styles["Normal"]))
else:
story.append(Paragraph(line, styles["Normal"]))
story.append(Spacer(1, 6))
else:
for item in items:
if isinstance(item, str):
story.append(Paragraph(item, styles["Normal"]))
story.append(Spacer(1, 6))
continue
if not isinstance(item, dict):
continue
t = (item.get("type") or "paragraph").lower()
text = item.get("text") or item.get("content") or ""
if not text:
continue
if t == "heading":
story.append(Paragraph(text, styles["Heading2"]))
elif t == "bullet":
story.append(Paragraph(f"• {text}", styles["Normal"]))
else:
story.append(Paragraph(text, styles["Normal"]))
story.append(Spacer(1, 6))
doc.build(story)
return json.dumps({
"success": True,
"file": filename,
"download": f"https://chat.haacksnetworking.org/downloads/{filename}"
})
@mcp.tool()
def create_pptx(title: str, slides: list = None) -> str:
"""Create a PowerPoint (.pptx). slides is a list of dicts with title and content (list of bullet strings)."""
prs = Presentation()
title_slide_layout = prs.slide_layouts[0]
slide = prs.slides.add_slide(title_slide_layout)
slide.shapes.title.text = title
if len(slide.placeholders) > 1:
try:
slide.placeholders[1].text = "Generated by LibreChat"
except Exception:
pass
bullet_layout = prs.slide_layouts[1]
for s in (slides or []):
slide = prs.slides.add_slide(bullet_layout)
slide.shapes.title.text = s.get("title", "Slide")
body = slide.placeholders[1]
tf = body.text_frame
tf.text = ""
for bullet in s.get("content", []):
p = tf.add_paragraph()
p.text = str(bullet)
p.level = 0
filename = f"{title.replace(' ', '_')}.pptx"
path = os.path.join(OUTPUT_DIR, filename)
prs.save(path)
return json.dumps({
"success": True,
"file": filename,
"download": f"https://chat.haacksnetworking.org/downloads/{filename}"
})
if __name__ == "__main__":
mcp.run(transport="stdio")
chmod +x /opt/mcp-docs/server.py mkdir -p /opt/LibreChat/generated_docs deactivate pm2 restart librechat
The python above is 4 programs that do each of the various tasks of creating doc files, spreadsheets, powerpoints, and pdfs. You can customize names to your preference. I have not gotten to the point of needing to update yet, but/and the barebones update pathway would be something like this:
cd /opt/LibreChat pm2 stop librechat git pull npm run smart-reinstall pm2 restart librechat
— oemb1905 2026/10/17 19:44