A
license-
qualityD
maintenanceEnables AI assistants to fetch, analyze, and respond to Google Business Profile reviews with AI-generated replies through secure OAuth integration with Google's My Business API.
Last updated
5
MIT
weekly-pulse MCP server
by alekhya2395
Allows drafting and managing emails through Gmail.
Allows creating and managing documents in Google Docs.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@weekly-pulse MCP serverSynthesize this week's reviews and draft a pulse report."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Milestone 3 — AI Agent with MCP
Weekly review pulse agent: ingest App Store / Play Store exports → synthesize themes and actions → publish to Google Docs and Gmail draft via Google Workspace MCP (no direct Google APIs).
Repository: github.com/alekhya2395/Milestone-3---AI-agent-MCP
Settings
Local setup from scratch (Windows / PowerShell):
# 1. Clone
git clone https://github.com/alekhya2395/Milestone-3---AI-agent-MCP.git
cd Milestone-3---AI-agent-MCP
# 2. Virtual environment
python -m venv .venv
.\.venv\Scripts\Activate.ps1
# 3. Install dependencies
pip install -r requirements.txt
# 4. Environment variables
copy .env.example .env
# Edit .env with your keys (Google OAuth, Alpha Vantage, etc.)
# 5. MCP setup (Cursor)
# Follow: phases/phase-01-mcp-setup/gcp-setup-checklist.md
# Then: phases/phase-01-mcp-setup/runbook.md
# 6. Phase 2 — review ingestion
python phases/phase-02-review-ingestion/scripts/run-phase2.py --skip-fetch --weeks 10
# 7. Phase 3 — themes + weekly pulse (needs GROQ_API_KEY)
python phases/phase-03-pulse-generation/scripts/run-phase3.pyStep 5 details:
GCP setup checklist — Google Cloud project, OAuth, APIs
MCP runbook — connect MCP servers in Settings → Tools & MCP
Railway MCP deployment — custom
weekly-pulseserver
After step 7:
Path | Content |
| Theme rankings |
| Weekly pulse (main output) |
| Groq input bundle |
Related MCP server: MCP Google Play Store Server
Documentation
Doc | Purpose |
Goals and constraints | |
System design | |
Phase-wise plan | |
Milestone evaluation tracker | |
Architecture decisions | |
Railway MCP server deploy |
Project layout
├── .cursor/mcp.json # weekly-pulse + Google MCP
├── src/ # Railway MCP server (Phase 2–3 tools)
├── data/processed/ # theme-summary.json, weekly-pulse-*.md
├── phases/ # Phase scripts
└── prompts/ # Groq prompts (Phase 3)Current status: Phases 1–5 complete (functional)
Product: Groww | Latest pulse: data/processed/weekly-pulse-2026-06-22.md
Deliverable | Link / location |
Google Doc | https://docs.google.com/document/d/1AwEeMAJA5KRT-y8cfcI2ndnw6JQXSyPItYFkUsRLyz4/edit |
Gmail draft | Gmail → Drafts → |
Railway MCP | https://milestone-3-ai-agent-mcp-production.up.railway.app/mcp |
MCP setup (if Tools & MCP shows Error)
# Quit Cursor first (File > Exit), then:
.\phases\phase-01-mcp-setup\scripts\reset-all-mcp.ps1Then reopen Cursor and connect google-drive + google-gmail.
Weekly run (manual or scheduled)
# Full refresh + pulse + publish (local scheduler / manual)
python -m src.worker --weeks 10 --publish
# Or step-by-step
python phases/phase-05-gmail-orchestration/scripts/run-weekly.py --fetchWindows auto-schedule: .\phases\phase-05-gmail-orchestration\scripts\install-weekly-scheduler.ps1
Railway auto-schedule: add a second service with deploy/railway.cron.toml (Mondays 06:00 UTC).
Phase 1 — MCP & foundation (optional parallel)
Complete GCP setup checklist
Set env vars from .env.example
Restart Cursor → Settings → Tools & MCP → Connect
google-driveandgoogle-gmailRun smoke tests per runbook
Sign off Phase 1 eval
MCP servers
Server | URL | Purpose |
|
| Review ingestion + pulse (this repo) |
|
| Google Docs (Phase 4) |
|
| Gmail drafts (Phase 5) |
Configured in .cursor/mcp.json. Secrets via .env: GOOGLE_OAUTH_CLIENT_ID, GOOGLE_OAUTH_CLIENT_SECRET, GROQ_API_KEY.
References
This server cannot be installed
Maintenance
–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- Alicense-qualityDmaintenanceIntegrates Google Play Store management tools with AI assistants to handle app listings, releases, and user reviews. It enables users to manage Play Console tasks like updating store information and retrieving performance statistics through natural language.Last updated639MIT
- Alicense-qualityCmaintenanceEnables interaction with Google Workspace services (Gmail, Calendar, Drive, Docs, Sheets, Chat, Slides, People) through natural language using Claude Desktop, Claude Code CLI, and other MCP clients.Last updated5173MIT
- Alicense-qualityBmaintenanceA remote MCP server that gives AI agents structured access to Google Play and the Apple App Store — search apps, fetch metadata, pull reviews.Last updatedMIT
Related MCP Connectors
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, reviews.
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit logs, and reviewer-rea
AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/alekhya2395/Milestone-3---AI-agent-MCP'
If you have feedback or need assistance with the MCP directory API, please join our Discord server