Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
⚡ Executive Summary & Quick Facts
Authoritative Sourceoctocode is octocode is an open-source project written in Rust: Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.. It provides a free, self-hosted open-source alternative to Cursor.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Muvon/octocode has accumulated 513 GitHub stars and 58 forks. It is written in Rust, licensed under Apache-2.0, and ranks #12,208 globally. It is actively maintained with the latest commit recorded on Oct 21, 2026.”
| Repository | Muvon/octocode ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 513 stars · ⑂ 58 forks · #12,208 globally |
| Maintenance | ● Active (Last commit: Oct 21, 2026) · 5 open issues |
| Replaces SaaS | Open Source Cursor Alternative ($20/month per user) → |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, octocode is actively maintained. Continuous telemetry recorded the last code commit on Oct 21, 2026 (23 days ago). Supported by 513 stars and 58 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (23 days ago) and healthy issue cadence.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/Muvon/octocode?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/Muvon/octocode?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Muvon/octocode?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Muvon/octocode?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Muvon/octocode?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Muvon/octocode?utm_source=readme_badge)Momentum
+36
STARS · LAST 30 DAYS
1
PER DAY
#1,188
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +36 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +8 | +10 |
octocode gained 36 stars in the last 30 days, about 1 a day, and now has 513. It is about 1 year old and has averaged roughly 513 stars a year. It ranks #1,188 among Rust repositories and #12,208 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#1241
BEST RANK
Sep 27, 2026
FIRST APPEARANCE
Active
STATUS TODAY
octocode has maintained a continuous presence across global trending indexes, peaking at #1241. Below is the 30-day activity profile:
💡 Overview
octocode is an open-source project written in Rust: Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, ai-agents, claude-code. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Rust for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ cargo install octocode⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
octocode coordinates its core functionality through a modular Rust pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with octocode.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install octocode using your package manager: `cargo install octocode`
Initialize your project workspace or configuration file for octocode.
Import octocode into your codebase or invoke it directly from your terminal.
Execute your test suite or run `octocode --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Muvon/octocode is currently ranked #12,208 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,193 | web-infra-dev/rstest | TypeScript | ★ 514 | Compare ↗ |
| #12,193 | chris-mc1/homeconnect_local_hass | Python | ★ 514 | Compare ↗ |
| #12,193 | 1mcp-app/agent | TypeScript | ★ 514 | Compare ↗ |
| #12,193 | lucasjinreal/Crane | Rust | ★ 514 | Compare ↗ |
| #12,193 | a2aproject/a2a-java | Java | ★ 514 | Compare ↗ |
| #12,208 | Muvon/octocode This Project | Rust | ★ 513 | |
| #12,208 | hashicorp/terraform-provider-vault | Go | ★ 513 | Compare ↗ |
| #12,208 | beached/daw_json_link | C++ | ★ 513 | Compare ↗ |
| #12,208 | gnh1201/welsonjs | JavaScript | ★ 513 | Compare ↗ |
| #12,208 | Sidekick-Poe/Sidekick | C# | ★ 513 | Compare ↗ |
| #12,208 | FoundryMC/Veil | Java | ★ 513 | Compare ↗ |
Frequently Asked Questions
What does octocode do? +
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
Is octocode actively maintained in 2026? +
Yes, octocode is actively maintained. The latest code push was recorded on Oct 21, 2026 (23 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 513 stars and 5 open issues.
What language is octocode written in? +
The primary language is Rust. Topics include: ai, ai-agents, claude-code, cli, code-intelligence.
How many stars does octocode have? +
octocode has 513 stars and 58 forks on GitHub.
How does octocode rank among GitHub repositories? +
With 513 stars, Muvon/octocode is ranked #12,208 globally across all repositories tracked on GitHubRepo and #1,188 among Rust projects.
What license is octocode distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
