India's Open-Source Agentic AI • 9 Models • Supabase-Powered

INCLAW
The AI That Thinks, Codes, Conquers.

India's most powerful open-source agentic AI — plans, reasons, searches and writes production-grade code across 619+ languages. No limits. No lock-in.

inclaw — neural terminal
$ inclaw
Deep Reasoning
Agentic Coding
619+ Languages
Multi-Model
9+
Open Models
619+
Languages
100%
Open Source
🇮🇳
Made in India
Capabilities

What Makes INCLAW Extraordinary

Not just autocomplete. INCLAW is a full cognitive agent — it plans, reasons, searches, codes, tests and self-reviews.

Deep Agentic Thinking

INCLAW shows its work — watch it plan, reason, search, and self-review before generating code. Transparent multi-step chain of thought.

9 Open-Source Models

CodeLlama, DeepSeek Coder, StarCoder2, Gemma 3, Phi-4, Mixtral, Llama 3.3 — pick the best or let INCLAW auto-route.

Full-Stack App Builder

Build complete apps like Lovable — INCLAW scaffolds projects, writes frontend & backend code, tests in a sandbox, and shows live previews.

Universal Language Support

619+ programming languages. From Python and Rust to COBOL and Zig — INCLAW writes fluent, idiomatic code in any language.

Sandbox & Live Preview

Execute code in a sandboxed environment, preview websites in real-time, and test apps on phone, PC, and Mac — all from your browser.

Browser & Terminal Access

INCLAW can open your browser and terminal (with your permission). It asks before every sensitive action — you stay in control.

Intelligent Debugging

Paste any error or stack trace. INCLAW identifies root causes, explains the fix, and generates corrected code with tests.

Made in India 🇮🇳

Proudly built from India for the world — championing open AI and Atmanirbhar Bharat in the global AI race.

Open-Source Foundation

9 Elite Open Models

INCLAW routes your request to the best-fit model. All run locally via Ollama or on cloud inference APIs — 100% open source, zero vendor lock-in.

34B

CodeLlama 34B

Meta

Specialized for code generation, completion, and infilling across 20+ languages

Code GenerationCode CompletionDebugging
codellama:34b
Llama 2 Community
33B

DeepSeek Coder 33B

DeepSeek AI

Trained on 2T tokens with 87% code — elite performance on HumanEval

Multi-languageCode ReasoningFIM Support
deepseek-coder:33b
DeepSeek License
15B

StarCoder2 15B

BigCode / Hugging Face

Trained on The Stack v2 — 619 programming languages, open RAIL-M licensed

619 LanguagesFill-in-MiddleLong Context
starcoder2:15b
BigCode Open RAIL-M
46.7B (MoE)

Mixtral 8x7B

Mistral AI

Sparse Mixture-of-Experts — 46.7B total, 12.9B active. Fast and powerful.

ReasoningMulti-taskFast Inference
mixtral:8x7b
Apache 2.0
70B

Llama 3 70B

Meta

Meta's flagship open model — beats GPT-3.5 on most benchmarks

Advanced ReasoningCode QualityInstruction Following
llama3:70b
Llama 3 Community
32B

Qwen2.5 Coder 32B

Alibaba Cloud

Purpose-built coding model — rivals GPT-4 on coding benchmarks

Code RepairMulti-languageAgentic Coding
qwen2.5-coder:32b
Apache 2.0
27B

Gemma 3 27B

Google DeepMind

Google's Gemma 3 — strong at reasoning, code, and multilingual tasks

ReasoningMultilingualLong Context (128K)
gemma3:27b
Gemma License
14B

Phi-4 14B

Microsoft

Small but mighty — beats much larger models on math and code tasks

EfficientMathSTEM Reasoning
phi4:14b
MIT
70B

Llama 3.3 70B

Meta

Latest Llama release — matches Llama 3.1 405B on key benchmarks

SOTA Open SourceInstructionLong Context
llama3.3:70b
Llama 3.3 Community

Run any model locally with ollama pull codellama:34b or connect to HuggingFace, Groq, or Together AI via the API settings.

Live Demo

Watch INCLAW Think & Code

Click a language to see INCLAW's multi-step reasoning chain and the code it produces.

Write a Python function to find the longest palindromic substring

CodeLlama 34B· reasoning complete
1def longest_palindrome(s: str) -> str:
2    """Find the longest palindromic substring using expand-around-center."""
3    if len(s) < 2:
4        return s
5    
6    start, max_len = 0, 1
7    
8    def expand(left: int, right: int) -> None:
9        nonlocal start, max_len
10        while left >= 0 and right < len(s) and s[left] == s[right]:
11            if right - left + 1 > max_len:
12                start = left
13                max_len = right - left + 1
14            left -= 1
15            right += 1
16    
17    for i in range(len(s)):
18        expand(i, i)      # Odd length palindromes
19        expand(i, i + 1)  # Even length palindromes
20    
21    return s[start:start + max_len]
22
23# Example usage
24print(longest_palindrome("babad"))  # Output: "bab"
25print(longest_palindrome("cbbd"))   # Output: "bb"

India's Answer to Proprietary AI

INCLAW was born from a simple conviction — world-class AI should be open, auditable, and built on the shoulders of the open-source community. We combine the best open models into a multi-step agentic system backed by Supabase for memory and persistence.

Zero Vendor Lock-in

Every weight is open. Run Ollama locally, use Groq, HuggingFace, or Together AI. Swap models anytime.

Built with Indian Pride

INCLAW champions Digital India and Atmanirbhar Bharat in AI — built by Indian engineers for the world.

Production-Grade Output

Not toy code. INCLAW outputs clean, tested, documented code following SOLID principles and security best practices.

Community Driven

Open-source under MIT. Contribute models, datasets, plugins and improvements on GitHub.

Persistent Memory

Supabase-powered chat history. Resume sessions, search past conversations, and build on previous context.

Transparent Reasoning

INCLAW shows every thinking step — planning, searching, generating, and self-reviewing. No black boxes.

INCLAW Architecture

Your Prompt
INCLAW Agent — Thinks & Plans
Model Router — Picks Best LLM
CodeLlama
DeepSeek
Gemma 3
🔄 Self-Reviews & Fixes
✅ Production-Ready Code
💾 Saved to Supabase