Stop Fighting Your AI Assistant's Bad Suggestions

Give Cursor, Claude, and Copilot your coding patterns so they stop suggesting antipatterns, deprecated APIs, and code that violates your standards.

Works with Cursor, GitHub Copilot, Claude, Windsurf, and any AI coding tool.

100% secure: We never store your code. Only patterns and rules.

Free forever for individuals • No credit card

38%
Average context failure rate
6+ weeks
Time to onboard new developers
65%
Of devs report AI missing context
5-10 hrs
Weekly senior dev time on questions
The Problem

Your AI Keeps Making the Same Mistakes

You spend hours every week fixing AI-generated code that doesn't match your project patterns, uses deprecated APIs, or ignores your architectural decisions.

🔴

You Just Fixed This Yesterday

Your AI suggested MD5 for password hashing. Again. You've corrected this three times this week, but it has no memory of your coding standards or security requirements.

38% of AI suggestions violate established patterns
🔄

The Endless Correction Cycle

You spend 20-30 minutes every day fixing AI-generated code that doesn't match your project structure, uses deprecated APIs, or ignores your architectural decisions.

Developers spend 4-6 hours weekly correcting AI code
🤖

It Doesn't Know Your Codebase

Your AI suggests approaches that worked at Google but don't work in your monorepo. It generates API calls to endpoints that don't exist. It has zero context about your actual project.

63% report AI tools lack project context
⚠️

Every AI Session Starts From Zero

You explained your auth patterns to Cursor yesterday. Today it's suggesting a completely different approach. AI tools reset context every session like a new hire with amnesia.

Developers re-explain the same patterns 5-10x weekly
👥

Your Team Isn't on the Same Page

Three developers, three different auth implementations. Everyone's AI suggests something different because there's no shared context about how your team actually builds things.

Teams see 3x more conflicts without shared AI context
🆕

Onboarding Is Just Reading Docs

You spent two weeks learning the codebase conventions. Your AI could know all of this on day one, but instead you're manually creating .cursorrules files that go stale immediately.

New developers take 2-3 months to learn team patterns
The Solution

Your AI Tools, Finally Trained on Your Codebase

Cont3xt gives every AI assistant perfect knowledge of your coding patterns, architectural decisions, and project structure.

Universal context that just works

Connect once, work everywhere. Cont3xt.dev serves your team's knowledge to Cursor, GitHub Copilot, Claude, and any MCP-compatible tool. No more manual configs, no more context failures.

Your code never leaves your machine. We only store patterns and decisions you explicitly document. Zero access to your source code.
  • Smart Context Filtering Only relevant rules served based on what you're working on
  • Automatic Knowledge Capture Extract patterns from PRs and code reviews automatically
  • Team Coordination See who's working on what to prevent conflicts
  • Instant Onboarding New developers productive from day one
# Authentication Security Rule
Priority: CRITICAL
Applies to: auth/**, security/**

Rule: Always use bcrypt for password hashing

Never use MD5 or SHA1 for password hashing.
These are cryptographically broken. Always use
bcrypt with a cost factor of at least 12.

# Example:
hash, err := bcrypt.GenerateFromPassword(
    []byte(password),
    12 // cost factor
)

Context served: 1,342 times
Effectiveness: 94% helpful
# ADR-001: PostgreSQL as Primary Datastore

Status: ACCEPTED
Date: 2024-10-15

Context:
We need a reliable, scalable database that supports
complex queries, JSONB for flexible schemas, and has
excellent Go driver support.

Decision:
Use PostgreSQL 16 with pgx driver

Consequences:
+ Full-text search built-in
+ JSONB for metadata storage
+ Robust transaction support
- Team needs PostgreSQL expertise

Related PRs: #234, #267, #289
// MCP Context Response for auth/handlers.go
{
  "context": {
    "rules": [
      {
        "priority": "critical",
        "content": "Use bcrypt for passwords..."
      },
      {
        "priority": "high",
        "content": "All handlers accept context.Context..."
      }
    ],
    "adrs": ["ADR-001", "ADR-007"],
    "activeWork": {
      "sarah.chen": "Refactoring auth module"
    },
    "tokenBudget": 3200
  }
}
Features

Everything you need for perfect AI context

Built by developers who understand the pain of context failures.

Rules Library

Create, organize, and prioritise team conventions. Set file patterns, tags, and priority levels. Version history tracks all changes.

Applied to: auth/**, security/**
Priority: CRITICAL
Used: 1,342 times this week

Architecture Decisions

Document why you chose PostgreSQL over MongoDB. Track decision status, link to PRs, and understand consequences.

Status: ACCEPTED
Related: PR #234, #267
Impact: datastore/**

Prompt Library

Share tested prompts that work. Track effectiveness, usage stats, and team ratings. One-click copy to clipboard.

"Generate Go table-driven tests"
Effectiveness: 92% helpful
Used: 45 times

GitHub Integration

Automatically extract patterns from PR discussions. Convert code review comments into rules. Never lose important decisions.

Webhook: Active
PRs analyzed: 234
Patterns found: 47

MCP Server

Universal compatibility with all MCP-enabled tools. Sub-200ms response times. Smart token budget management.

Protocol: MCP v1.0
Latency: 143ms avg
Uptime: 99.99%

Team Coordination

See who's working on what in real-time. Prevent merge conflicts before they happen. Get alerts about overlapping work.

Active now: 8 developers
Conflicts prevented: 23
Work areas: auth/*, api/*

Analytics Dashboard

Track context effectiveness, usage patterns, and team productivity. Identify dead rules and measure onboarding success.

Context quality: 92%
Rules accessed: 1,342/day
Time to first PR: 3 days

Smart Filtering

AI-powered relevance scoring ensures only applicable context is served. Respects token budgets. Priority-based selection.

Relevance score: 94%
Tokens saved: 68%
False positives: <2%

Privacy & Security First

Your source code never leaves your machine. We only store patterns, rules, and architectural decisions. Zero-knowledge architecture means your IP stays yours.

Code stored: 0 bytes
Patterns stored: Yes
Your IP: 100% protected

CLI Tool

Fetch context from terminal. Create rules on the fly. Integrate with scripts and automation. Works offline with cache. Coming soon

$ Cont3xt fetch
$ Cont3xt rule add
$ Cont3xt search "auth"
How it Works

Your AI Tools, Finally Trained on Your Codebase

Cont3xt gives every AI assistant perfect knowledge of your coding patterns, architectural decisions, and project structure.

1

Define Your Patterns

Tell Cont3xt your coding standards once. "Always use bcrypt for passwords." "Auth endpoints need rate limiting." "We use Zod for validation, not Joi." Add your patterns in plain English. No complex config files, no manual .cursorrules maintenance.

2

Connect Your AI Tools

One-click installation connects Cursor, Copilot, Claude, and Windsurf. Works with any MCP-compatible tool. Your context automatically syncs across every AI assistant you use. No more maintaining separate configs.

3

Get Better AI Suggestions Immediately

Your AI now knows your patterns. It suggests bcrypt instead of MD5. It uses your actual API endpoints. It follows your project structure. Every suggestion matches how you actually build, not how someone else does.

Pricing

Start Free, Upgrade When You Need More

No credit card required. Cancel anytime. 30-day money-back guarantee.

Free

For individuals getting started

$0/month

Forever

  • Unlimited context rules
  • All AI tool integrations (Cursor, Copilot, Claude, Windsurf)
  • Version history
  • Personal workspace
  • Community support
  • Up to 2 teammates (for trying team features)
Start Free →

No credit card required

Teams

For teams that build together

$20/user/month

3 user minimum

  • Everything in Pro, plus:
  • Shared team workspace
  • Team context collaboration
  • Role-based permissions (admin, editor, viewer)
  • Team usage analytics
  • Context approval workflows
  • Centrally managed integrations
  • Dedicated onboarding call
Start Team Trial →

$200/year per user if paid annually (save 17%)

Enterprise

For organizations with advanced needs

Custom

For teams of 50+ developers

  • Everything in Teams, plus:
  • SSO/SAML authentication
  • Advanced audit logs
  • Custom contract terms
  • SLA guarantees
  • Dedicated customer success manager
  • On-premises deployment (coming soon)
  • Security review support
Contact Sales →

All plans include 30-day money-back guarantee. Annual billing available with 20% discount.

FAQ

Frequently Asked Questions

Everything you need to know about Cont3xt.dev pricing and features

Does this work with my AI coding tool?

Cont3xt works with Cursor, GitHub Copilot, Claude, Windsurf, and any AI tool that supports the Model Context Protocol (MCP). That covers 95%+ of AI coding assistants. Setup takes one click for Cursor and Windsurf. Other tools need a quick config file edit (2 minutes, we have guides for each).

How is this better than .cursorrules files?

.cursorrules files are great for single projects in Cursor. Cont3xt improves on them:

• Works across ALL your AI tools (not just Cursor)
• One context library for all projects
• Version history so you can see what changed
• No manual file syncing across machines
• Automatic updates when you refine patterns
• Optional team sharing (vs emailing files around)

Start with your existing .cursorrules - you can import them directly.

Will this slow down my AI responses?

No. Cont3xt adds 50-200ms latency, which is imperceptible in normal use. Your AI responses feel exactly the same speed, but with much better accuracy. We use smart context filtering to send only relevant rules, keeping token usage under 20% of the AI's context window. 80% remains for actual code generation.

Can I use this as an individual developer?

Absolutely! Cont3xt is built for individual developers first. The Free tier gives you everything you need to stop your AI from suggesting antipatterns. You can invite up to 2 teammates to try collaboration features. Most of our users start as individuals and only upgrade to Teams when they see value in sharing context with their colleagues.

What happens when I want to add my team?

Seamless upgrade. Your context automatically becomes the team's starting point:

1. Upgrade to Team plan (£30/user/month, 3 user minimum)
2. Invite teammates via email
3. They get instant access to shared context
4. You control permissions (who can edit vs view)

Your existing rules, history, and integrations all migrate. Takes 2 minutes total.

Can I try this without sharing my code?

Yes. Cont3xt never sees your actual code. You only tell it:

• Patterns you want followed ("use bcrypt for passwords")
• Architectural decisions ("we use Postgres, not MongoDB")
• Project structure ("@/ alias points to src/")

Your code stays on your machine. Context flows to your AI tools via MCP, but your codebase never leaves your environment.

Is my context data secure?

Yes. We use:

• Encryption at rest and in transit (TLS 1.3)
• SOC 2 compliance (in progress)
• No code storage (only patterns you define)
• Regular security audits
• Data isolation per user/team

For Enterprise customers, we support SSO, audit logs, and can discuss on-premises deployment.

Stop Wasting Time Fixing AI-Generated Code

Your AI tools are powerful, but they don't know your codebase. Cont3xt gives them the context they need to suggest code that actually works in your project.

Free forever for individual developers. No credit card required. Start in 5 minutes.

✓ No credit card required ✓ 2-minute setup ✓ Cancel anytime ✓ Works with Cursor, Copilot, Claude, Windsurf

Cont3xt Demo