[Hackathon] Team Murali – Cognitive Consistency MCP Server

sample-apps/cognitive-consistency/.env.example

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+DEEPSEEK_API_KEY=your_key_here

sample-apps/cognitive-consistency/.gitignore

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+# Python-generated files
+__pycache__/
+*.py[oc]
+build/
+dist/
+wheels/
+*.egg-info
+
+# Virtual environments
+.venv/
+
+# Secrets
+.env
+
+# Data files (auto-generated)
+data/memory.db
+data/chroma/
+
+# Node
+node_modules/

sample-apps/cognitive-consistency/.python-version

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+3.11

sample-apps/cognitive-consistency/README.md

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+# Shared Agent Memory MCP Server
+
+A MCP server that gives AI agents persistent, shared memory. When Agent A researches something, Agent B can recall that decision without repeating work.
+
+## Project Structure
+
+```
+├── nitrostack-server/     # Deployable MCP server (TypeScript / NitroStack)
+│   ├── src/
+│   │   ├── index.ts
+│   │   ├── app.module.ts
+│   │   └── modules/memory/
+│   │       ├── memory.tools.ts      # 7 MCP tools
+│   │       ├── memory.service.ts    # Business logic
+│   │       └── sqlite.service.ts    # SQLite storage
+│   ├── test.ts
+│   ├── package.json
+│   └── tsconfig.json
+│
+└── python-prototype/      # Original Python prototype + dashboard
+    ├── backend/           # Python MCP server
+    ├── agents/            # Demo agents (research, coding, testing)
+    └── dashboard/         # React timeline UI
+```
+
+## MCP Tools
+
+| Tool | Description |
+|------|-------------|
+| `remember` | Store a memory (fact, decision, event, or result) |
+| `recall` | Search memories by keyword |
+| `get_task_memory` | Get all memories for a task, grouped by type |
+| `get_decisions` | Get decisions for a project/task |
+| `get_agent_history` | Get everything an agent has done |
+| `store_result` | Store the final output of a completed task |
+| `handoff_task` | Record agent-to-agent handoff |
+
+## Quick Start (NitroStack Server)
+
+```bash
+cd nitrostack-server
+npm install
+npm run dev
+```
+
+## Testing
+
+```bash
+cd nitrostack-server
+npx tsx test.ts
+```
+
+## Deployment
+
+```bash
+cd nitrostack-server
+npx tsc
+node dist/index.js
+```

sample-apps/cognitive-consistency/nitrostack-server/.gitignore

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+node_modules/
+dist/
+data/
+.env
+
+# Added by nitrostack pack
+src/widgets/node_modules/
+src/widgets/.next/
+src/widgets/out/
+.env.local
+.env.*.local
+.idea/
+.vscode/
+*.swp
+*.swo
+*~
+.DS_Store
+Thumbs.db
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pids/
+*.pid
+*.seed
+*.pid.lock
+coverage/
+.nyc_output/
+uploads/
+*.tsbuildinfo
+.npm/
+.eslintcache
+*.pem
+*.key
+tokens.json
+.git/

sample-apps/cognitive-consistency/nitrostack-server/.python-version

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+3.11

sample-apps/cognitive-consistency/nitrostack-server/main.py

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+def main():
+    print("Hello from nitrostack-server!")
+
+
+if __name__ == "__main__":
+    main()