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genomoncology
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genomoncology/biomcp

BioMCP: Biomedical Model Context Protocol

Rust ◇ ai MIT
★644STARS
⑂116FORKS
!6ISSUES
🏆#3,246GLOBAL RANK
🔥4DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for genomoncology/biomcp
CSV

Momentum

+16

STARS · LAST 30 DAYS

1

PER DAY

#338

MOST-STARRED Rust

Window7 days30 days90 days
Stars gained+7+16+90
Per day111
Forks gained+1+3+10

biomcp gained 16 stars in the last 30 days, about 1 a day, and now has 644. It is about 1 year old and has averaged roughly 644 stars a year. It ranks #338 among Rust repositories and #3,246 across all languages on GitHubRepo.

Trending Record

biomcp has maintained a continuous presence across global trending indexes, peaking at #1927. Below is the 30-day activity profile:

💡 Overview

biomcp is an open-source project written in Rust: BioMCP: Biomedical Model Context Protocol.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, bioinformatics, clinical-trials. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Rust for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ cargo install biomcp

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Rust toolchain (rustc / cargo >= 1.70)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

biomcp 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 biomcp.

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

1

Install biomcp using your package manager: `cargo install biomcp`

2

Initialize your project workspace or configuration file for biomcp.

3

Import biomcp into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `biomcp --help` to verify successful setup.

👍 Strengths

Active community backing with 642 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Rust for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Rust and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 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

genomoncology/biomcp is currently ranked #3,246 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#3,241 recurly/recurly-js JavaScript ★ 646 Compare ↗
#3,241 hackthedev/dcts-shipping JavaScript ★ 646 Compare ↗
#3,241 google/osv-scalibr Go ★ 646 Compare ↗
#3,241 dietrichmax/colota TypeScript ★ 646 Compare ↗
#3,245 patrickjaja/claude-desktop-extra JavaScript ★ 645 Compare ↗
#3,246 genomoncology/biomcp This Project Rust ★ 644
#3,246 decentralized-identity/universal-resolver Java ★ 644 Compare ↗
#3,246 Tura-AI/tura Rust ★ 644 Compare ↗
#3,249 oroinc/platform PHP ★ 643 Compare ↗
#3,249 mouredev/hello-sdd Python ★ 643 Compare ↗
#3,251 scalar-labs/scalardb Java ★ 642 Compare ↗

Frequently Asked Questions

What does biomcp do? +

BioMCP: Biomedical Model Context Protocol

What language is biomcp written in? +

The primary language is Rust. Topics include: ai, bioinformatics, clinical-trials, genomics, llm.

Is biomcp actively maintained? +

Yes, the last recorded push was on Sep 28, 2026 with 6 open issues being tracked.

How many stars does biomcp have? +

biomcp has 644 stars and 116 forks on GitHub.

How does biomcp rank among GitHub repositories? +

With 644 stars, genomoncology/biomcp is ranked #3,246 globally across all repositories tracked on GitHubRepo and #338 among Rust projects.

What license is biomcp distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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