Which integrations are available for this server?

Syncs End-of-Day developer activity and task updates to Google Sheets, including smart date row location, column-aware insertion, and historical date updates via a zero-OAuth webhook. Integrates with a local Ollama instance to summarize developer notes into executive-friendly End-of-Day reports using models like qwen2.5-coder. Provides tools for searching OpenProject projects, creating work packages, and adding daily progress comments or logs. Provides a local SQLite audit store for recording daily activities, querying logged activities by date, and tracking synchronization records to prevent duplicates.

How do I use Pulse MCP?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Pulse MCP sync today's EOD updates to Google Sheets and OpenProject" 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.

Pulse MCP

by vidit-arca

Overview Schema Source Related Servers Discussions Admin

Python

Local

⚡ Pulse MCP Server — EOD Intelligence Bridge

Pulse MCP is an automated bridge connecting Antigravity IDE, Google Sheets, and OpenProject. It automatically captures daily developer activity, formats it into structured End-of-Day (EOD) reports, and synchronizes updates directly into your daily tracking sheets without needing manual git commits or complex Google Cloud OAuth.

💻 Commands Cheat Sheet (Quick Copy-Paste)

📌 Daily Synchronization Commands

# 1. Navigate to Pulse directory
cd /Users/apple/Desktop/AI/pulse_mcp

# ── A. Google Sheets Only (Default) ─────────────────────
# Sync TODAY'S updates to Google Sheets
PYTHONPATH=. python push_updates.py

# Sync YESTERDAY'S updates to Google Sheets
PYTHONPATH=. python push_updates.py --date yesterday

# Sync a SPECIFIC past date to Google Sheets
PYTHONPATH=. python push_updates.py --date 24-Aug-2026

# ── B. Google Sheets + OpenProject (With Confirmation) ──
# Sync TODAY with interactive OpenProject confirmation preview
PYTHONPATH=. python push_updates.py --openproject

# Sync YESTERDAY with interactive OpenProject confirmation preview
PYTHONPATH=. python push_updates.py --date yesterday --openproject

# Sync a SPECIFIC past date with interactive OpenProject confirmation preview
PYTHONPATH=. python push_updates.py --date 24-Aug-2026 --openproject

🔌 Running the MCP Server (For AI Assistants)

cd /Users/apple/Desktop/AI/pulse_mcp
source /Users/apple/Desktop/AI/env/bin/activate
python server/main.py

🧪 Diagnostics & Verification

# Test Google Apps Script Webhook connection
curl -L "https://script.google.com/macros/s/AKfycbw8D0l54OojfO3zFzpdf9Gpx616tgx0jj9Cuzhk4Htj4hZoZ6H4TD3M5E212uJGGM8/exec"

# Run full test suite
pytest tests/

Related MCP server: codepet-mcp-server

🏗️ Architecture

 ┌─────────────────────────────────────────────────────────┐
 │                  Antigravity IDE Brain                  │
 │  ~/.gemini/antigravity-ide/brain/<conversation-id>/     │
 │  • task.md (- [x] checklists)                           │
 │  • walkthrough.md (Features & Accomplishments)          │
 │  • Workspace modified files (.py, excel, configs)       │
 └────────────────────────────┬────────────────────────────┘
                              │
                              ▼
 ┌─────────────────────────────────────────────────────────┐
 │                    Pulse MCP Engine                     │
 │  1. Ingests session tasks & file modifications          │
 │  2. Classifies projects (FLA, AI, TrueClaim, etc.)      │
 │  3. Summarizes with local Qwen 2.5 / Ollama AI          │
 │  4. Formats into clean point-wise bullets               │
 │  5. Checks duplicates via SQLite audit store            │
 └─────────────┬─────────────────────────────┬─────────────┘
               │                             │
               ▼                             ▼
 ┌───────────────────────────┐ ┌───────────────────────────┐
 │       Google Sheets       │ │        OpenProject        │
 │  • Smart Date Search      │ │  • Work Packages          │
 │  • Column-aware insertion │ │  • Daily comments & logs  │
 │  • Zero-OAuth Webhook     │ │  • Status tracking        │
 └───────────────────────────┘ └───────────────────────────┘

🌟 Key Features

🧠 Direct Antigravity Ingestion: Extracts completed checklists (task.md) and verified changes (walkthrough.md) directly from your Antigravity IDE brain sessions.
🔀 Hybrid Mode (Antigravity + File Modifications): If you coded directly in the workspace without an Antigravity task list, it automatically inspects modified .py and dataset files from that day.
📊 Smart Google Sheets Webhook: Locates the date row (e.g. 21-Aug-2026) in your sheet regardless of column location and updates the task column smoothly. Bypasses Google Cloud service account restrictions.
📅 Historical & Past Date Sync: Supports updating missed or historical dates (--date yesterday, --date 21-Aug-2026).
🤖 Local AI Summarization: Integrates with local Ollama (qwen2.5-coder:7b) to convert developer notes into executive-friendly summaries.
🗃️ Local SQLite Audit Trail: Tracks all synchronization records in database/pulse.db to prevent duplicate submissions.

🛠️ MCP Tools Reference

When running as an active MCP server, Pulse exposes the following tools to AI assistants:

Tool	Description
`sync_eod`	Ingests Antigravity session data, categorizes projects, generates summaries, and syncs to Sheets/OpenProject.
`generate_eod_summary`	Generates a preview of today's categorized EOD report without writing to destinations.
`read_antigravity_artifacts`	Reads and parses`task.md`, `walkthrough.md`, and plans from the Antigravity local brain.
`google_sheets_append_eod`	Directly appends or updates an EOD entry to a specific Google Sheet tab.
`record_daily_activity`	Manually records a custom activity item into the local SQLite store.
`get_daily_activity`	Queries logged activities for a given date from SQLite.
`get_sync_status`	Returns synchronization audit logs and verification status.
`list_projects`	Lists mapped projects and their keyword classification rules.
`openproject_*`	Tools for searching projects, creating work packages, and adding daily progress comments.

⚙️ Environment Configuration (`.env`)

Create or edit your .env file in the root directory:

# Google Sheets Webhook Configuration
GOOGLE_SHEET_ID=1NPdY9u-wb548d89Co-WeqHv6slgoegZ0
GOOGLE_SHEET_DEFAULT_GID=1431037120
GOOGLE_APPS_SCRIPT_URL=https://script.google.com/macros/s/AKfycbw8D0l54OojfO3zFzpdf9Gpx616tgx0jj9Cuzhk4Htj4hZoZ6H4TD3M5E212uJGGM8/exec

# Local AI / Ollama Configuration (Optional)
OLLAMA_URL=http://198.162.112.2:11434/api/generate
OLLAMA_MODEL=qwen2.5-coder:7b

# OpenProject Configuration
OPENPROJECT_URL=http://4.188.80.194
OPENPROJECT_API_KEY=your_openproject_api_token
OPENPROJECT_ASSIGNEE_NAME=Vidit Khairkar
OPENPROJECT_ASSIGNEE_ID=5

# Local SQLite & Brain Storage
PULSE_DB_PATH=/Users/apple/Desktop/AI/pulse_mcp/database/pulse.db
ANTIGRAVITY_BRAIN_DIR=/Users/apple/.gemini/antigravity-ide/brain

📁 Project Structure

pulse_mcp/
├── .env                       # Environment credentials & endpoints
├── push_updates.py            # CLI script for 1-click EOD sync
├── database/
│   ├── db.py                  # SQLite database wrapper & migrations
│   └── models.py              # Pydantic data schemas
├── server/
│   ├── main.py                # FastMCP server entrypoint
│   ├── connectors/
│   │   ├── antigravity.py     # Local brain parser (task.md, walkthrough.md)
│   │   ├── google_sheets.py   # Webhook-based Google Sheets client
│   │   └── openproject.py     # OpenProject REST API client
│   ├── services/
│   │   ├── sync_engine.py     # Core EOD aggregation & orchestrator
│   │   ├── project_mapper.py  # Keyword-based project classification
│   │   └── summarizer.py      # EOD report formatter
│   └── tools/                 # FastMCP registered tools
└── README.md                  # Documentation & Commands

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