Live · AI-powered codebase intelligence

Your engineering team's AI co-pilot.
Starting with your codebase.

Mapnostics connects your GitHub repositories, issue trackers, and AI agents into a single intelligence layer — dead code, ticket estimates, blast radius, onboarding maps.

Scan your repo →See how it works

No credit card required · Free tier available · Works with private repos

mapnostics.com/ticket-intelligence

Ticket Intelligence

AI-powered effort estimates, file impact, and similar past fixes.

SOURCESGitHub IssuesJira · coming soonLinear · coming soonAzure DevOps · coming soon

TICKETS · 3

Zombie code is not showing any…

bugOpen

#8 · ffteema · 3 May 2026

Dead code unexpected error

Open

#7 · ffteema · 25 Apr 2026

Issue on loading ticket page

In Progressin-progress

#6 · ffteema · 25 Apr 2026

Start WorkingMark as DoneBlockInvalidDuplicate

Dead code is throwing unexpected error. Check the below screenshot.

RAISED BYffteema

OPENED25 Apr 2026

ASSIGNEESffteema, fazeelMandri

RELATED FILES0 files

No related files found

EFFORT ESTIMATE

2.5h

Estimated · includes 15% buffer

Raw: 2h · Complexity: Medium

SUGGESTED APPROACHMedium Confidence

1. Review code for dead code blocks and remove or refactor them.
2. Analyze code for unused variables and functions.

Ticket Intelligence v1.0.6

TICKET INTELLIGENCE

Every ticket mapped to the exact code it touches.

Connect GitHub Issues, Jira, or Linear. Mapnostics reads every open ticket, finds the related files, estimates effort with a 15% buffer, and warns you about blast radius — before a single line is written.

mapnostics.com/ticket-intelligence

Ticket Intelligence

AI-powered effort estimates, file impact, and similar past fixes.

SOURCESGitHub IssuesJira · coming soonLinear · coming soonAzure DevOps · coming soon

TICKETS · 3

Zombie code is not showing any…

bugOpen

#8 · ffteema · 3 May 2026

Dead code unexpected error

Open

#7 · ffteema · 25 Apr 2026

Issue on loading ticket page

In Progressin-progress

#6 · ffteema · 25 Apr 2026

Start WorkingMark as DoneBlockInvalidDuplicate

Dead code is throwing unexpected error. Check the below screenshot.

RAISED BYffteema

OPENED25 Apr 2026

ASSIGNEESffteema, fazeelMandri

RELATED FILES0 files

No related files found

EFFORT ESTIMATE

2.5h

Estimated · includes 15% buffer

Raw: 2h · Complexity: Medium

SUGGESTED APPROACHMedium Confidence

1. Review code for dead code blocks and remove or refactor them.
2. Analyze code for unused variables and functions.

Ticket Intelligence v1.0.6

GitHub IssuesJiraLinearAzure DevOps

MCP SERVER · BETA

Connect Mapnostics to any AI agent via MCP.

The Model Context Protocol lets Claude, Cursor, Codeium, and any MCP-compatible agent query your Mapnostics codebase intelligence in real time.

🤖

Ask Claude about your dead code

Query Mapnostics data directly from Claude Desktop

✏️

Cursor context-aware suggestions

Mapnostics feeds live codebase health into your editor AI

⚡

Any MCP-compatible agent

One config, works with every agent that speaks MCP

claude_desktop_config.json

{
"mcpServers": {
"mapnostics": {
"command": "npx",
"args": ["mapnostics-mcp"],
"env": {
"MAPNOSTICS_API_KEY": "mp_••••••••"
}
}
}
}

COMPATIBLE AGENTS

ClaudeCursorCodeiumWindsurf+ Any MCP client

2-minute setup · no servers to manage · works locally

AUTOPILOT

Mapnostics runs every morning. Without you.

While your team sleeps, Mapnostics scans every repo, reads every open ticket, matches code to issues, and delivers a personalised brief to every engineer at 9am.

🔍

Scans repos daily

New dead code, changes since yesterday, automatically detected

🎫

Reads your tickets

Matches Jira and Linear issues to affected files in real time

💬

Posts to Slack

Standup summary every morning, zero manual input required

✉️

Emails every engineer

Personalised daily brief with suggested focus for the day

SonarQube runs when you push. CodeRabbit runs on PRs. Mapnostics runs every day.

Daily Brief — Ahmed · 9:00am

Good morning, Ahmed.

YOUR TICKETS TODAY

→JIRA-2847:Here's the likely fix

→JIRA-2851:Here's the affected files

CODEBASE HEALTH

83/100

→ 2 functions flagged as slow

→ 3 new dead code risks this week

SUGGESTED FOCUS

Fix JIRA-2847 first — highest impact, lowest effort.

EIGHT INTELLIGENCE MODULES

Everything your team needs to understand the codebase.

01ACCURACY

Dead Code Detection

44

Total Flags

44

Flagged

0

Confirmed

95%

Confidence

src/components/data-table/index.ts · L4–4

Unused export: DataTableExport is not used in this file

flagged · Confidence 100%

02AI-POWERED

Intent Recovery

Repository Overview

A sophisticated React/TypeScript app with Supabase backend providing AI-powered codebase analysis.

ReactTypeScriptSupabaseReact QueryTailwind CSS

src/App.tsx

Main application component responsible for setting up React with providers and routes.

03SAFETY

Impact Simulator

What breaks if I remove the authentication middleware?

Simulate →

5 files potentially affected

src/App.tsx

High Risk

ProtectedRoute and admin routes no longer secured.

04METRICS

Codebase Health Score

Dead Code Ratio-7pts

Zombie Code-0pts

Avg File Size-0pts

Test Coverage-10pts

Technical Debt Estimate: ~23–46h

05TEAMS

Engineer Onboarding Map

Architecture Overview

ReactTypeScriptSupabase

KEY ENTRY POINTS

eslint.config.js
postcss.config.js

WATCH OUT FOR

⚠ 3 critical warnings

eslint.config.js ~1h
postcss.config.js ~2h
src/App.tsx ~3h

06REPORTING

Shareable Reports

Codebase Report

83/100

Dead Code44 flags

Technical Debt~23–46h

Secrets Found1 medium

Share Report →

07SECURITY

Secrets Detection

Secret Scanner

1 Medium

MEDIUMHardcoded Password

src/pages/Demo.tsx · line 16

const DEMO_PASSWORD = "Demo123";

PASSWO***

08VISUALIZATION

Code Map

TSX App.tsx

dead 0 · zombies 0 · health 100

↓

Router.tsx

health 90

Dashboard.tsx

health 85

Auth.tsx

health 95

+−

HOW IT WORKS

From repo to report in under 2 minutes.

1

Connect your repo

2

Mapnostics scans

AI reads your git history, file structure, and function usage patterns.

3

Get your report

Dead code flags, health score, intent map, blast radius — all in one view.

4

Share or act

Share the executive report, dismiss false positives, or export for your team.

BUILT ON A PRODUCTION-GRADE STACK

Engineered for reliability at scale.

⚙️

GitHub + Git History

simple-git reads 90+ days of commits, authorship, and file-level activity across your entire repository history

🧠

AI Engine

Claude Sonnet 4.6 for intent recovery, effort estimation, blast radius analysis, and secrets detection

🔌

MCP Server

Native Model Context Protocol server. npx mapnostics-mcp. Works with any MCP-compatible agent

🗄️

Supabase + pgvector

Postgres with vector embeddings for semantic code search. Asia-Pacific hosted. Row-level security enforced.

PRICING

Simple, transparent pricing.

Start free. Upgrade when your team grows.

FREE

For personal projects and small repos.

✓1 repository
✓Dead code scan
✓Basic health score
✓Public repos only

Get started →

Get early access to new features.

We ship new intelligence modules monthly. Be first to know.

Your engineering team's AI co-pilot.Starting with your codebase.