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mamlesh-mcp

mamlesh-mcp

by Mamlesh18
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

mamlesh-mcp

MCP server for the Upstride / mamlesh.me admin panel, built with FastMCP. It calls the backend at BASE_URL as the super admin.

Tools (25)

Group

Tools

Dashboard

get_admin_stats, get_site_analytics(days)

Students

list_students(search, paid, page, limit), get_student_login_sessions(student_id), set_student_active(student_id, is_active), resend_enrollment_email(student_id)

Leads

list_leads(search, limit)

Site settings

get_site_settings, update_site_settings(...)

Blogs

list_blogs, get_blog(slug), create_blog(title, blocks, excerpt, cover_image, published), update_blog(slug, ...), delete_blog(slug)

Papershelf

list_papers, add_paper(title, url, kind, date), update_paper(paper_id, ...), delete_paper(paper_id)

Guest lectures

list_talks, add_talk(date, title, venue, link), update_talk(talk_id, ...), delete_talk(talk_id)

Profile

get_profile, update_profile(...)

WhatsApp batches

list_whatsapp_batches

update_* tools take only the fields you want to change; the server merges them with the current record. New blogs are drafts unless published=true.

Related MCP server: Open WebUI MCP Server

Environment

Copy .env.example to .env:

Var

Purpose

BASE_URL

Backend URL

ADMIN_EMAIL, ADMIN_PASSWORD

Super admin login (or set ADMIN_TOKEN to a JWT)

MCP_API_KEY

Secret clients send as Authorization: Bearer <key> (HTTP only)

Run locally

python -m venv .venv && .venv/Scripts/pip install -r requirements.txt
python main.py        # stdio
python main.py http   # http://127.0.0.1:8000/mcp

Deploy to Vercel

vercel                       # link + preview deploy
vercel env add BASE_URL
vercel env add ADMIN_EMAIL
vercel env add ADMIN_PASSWORD
vercel env add MCP_API_KEY   # e.g. python -c "import secrets;print(secrets.token_urlsafe(32))"
vercel --prod

The endpoint is https://<project>.vercel.app/mcp. Add it to Claude Code with:

claude mcp add --transport http upstride https://<project>.vercel.app/mcp \
  --header "Authorization: Bearer <MCP_API_KEY>"

Clients that can't send headers can use https://<project>.vercel.app/mcp?key=<MCP_API_KEY>. Keep that URL private, since it contains the key.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo recent community issues

Resources

Related MCP Connectors

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