⚡ Executive Summary & Quick Facts
Authoritative Sourcebiomcp is biomcp is an open-source project written in Rust: BioMCP: Biomedical Model Context Protocol..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), genomoncology/biomcp has accumulated 654 GitHub stars and 117 forks. It is written in Rust, licensed under MIT, and ranks #10,813 globally. It is actively maintained with the latest commit recorded on Oct 13, 2026.”
| Repository | genomoncology/biomcp ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 654 stars · ⑂ 117 forks · #10,813 globally |
| Maintenance | ● Active (Last commit: Oct 13, 2026) · 1 open issues |
| 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, biomcp is actively maintained. Continuous telemetry recorded the last code commit on Oct 13, 2026 (30 days ago). Supported by 654 stars and 117 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (30 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#1,041
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
biomcp gained 0 stars in the last 30 days, about 1 a day, and now has 654. It is about 2 years old and has averaged roughly 327 stars a year. It ranks #1,041 among Rust repositories and #10,813 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#1927
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
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
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 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
Install biomcp using your package manager: `cargo install biomcp`
Initialize your project workspace or configuration file for biomcp.
Import biomcp into your codebase or invoke it directly from your terminal.
Execute your test suite or run `biomcp --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
genomoncology/biomcp is currently ranked #10,813 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,803 | makspll/bevy_mod_scripting | Rust | ★ 655 | Compare ↗ |
| #10,803 | surrealdb/surrealkv | Rust | ★ 655 | Compare ↗ |
| #10,803 | pablopunk/SwiftShift | Swift | ★ 655 | Compare ↗ |
| #10,803 | meow-rs/meow-rs | Rust | ★ 655 | Compare ↗ |
| #10,803 | iAmCorey/kooky | Swift | ★ 655 | Compare ↗ |
| #10,813 | genomoncology/biomcp This Project | Rust | ★ 654 | |
| #10,813 | apache/subversion | C | ★ 654 | Compare ↗ |
| #10,813 | francoisjacquet/rosariosis | PHP | ★ 654 | Compare ↗ |
| #10,813 | exercism/javascript | JavaScript | ★ 654 | Compare ↗ |
| #10,813 | alexbol99/flatten-js | JavaScript | ★ 654 | Compare ↗ |
| #10,813 | hassio-addons/app-node-red | JavaScript | ★ 654 | Compare ↗ |
Frequently Asked Questions
What does biomcp do? +
BioMCP: Biomedical Model Context Protocol
Is biomcp actively maintained in 2026? +
Yes, biomcp is actively maintained. The latest code push was recorded on Oct 13, 2026 (30 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 654 stars and 1 open issues.
What language is biomcp written in? +
The primary language is Rust. Topics include: ai, bioinformatics, clinical-trials, genomics, llm.
How many stars does biomcp have? +
biomcp has 654 stars and 117 forks on GitHub.
How does biomcp rank among GitHub repositories? +
With 654 stars, genomoncology/biomcp is ranked #10,813 globally across all repositories tracked on GitHubRepo and #1,041 among Rust projects.
What license is biomcp distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
