⚡ Executive Summary & Quick Facts
Authoritative Sourcemsgraph is msgraph is an open-source project written in Go: Microsoft Graph Skill for Agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), merill/msgraph has accumulated 121 GitHub stars and 10 forks. It is written in Go, licensed under MIT, and ranks #24,688 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | merill/msgraph ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Go |
| Software License | MIT |
| Community Traction | ★ 121 stars · ⑂ 10 forks · #24,688 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 3 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, msgraph is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (1 days ago). Supported by 121 stars and 10 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+7
STARS · LAST 30 DAYS
1
PER DAY
#2,558
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +3 | +7 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
msgraph gained 7 stars in the last 30 days, about 1 a day, and now has 121. It is about 1 year old and has averaged roughly 121 stars a year. It ranks #2,558 among Go repositories and #24,688 across all languages on GitHubRepo.
Trending Record
39
DAYS ON TRENDING
#3785
BEST RANK
Oct 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
msgraph has maintained a continuous presence across global trending indexes, peaking at #3785. Below is the 30-day activity profile:
💡 Overview
msgraph is an open-source project written in Go: Microsoft Graph Skill for Agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, graph, skill. 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 Go 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
$ go install github.com/merill/msgraph@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
msgraph coordinates its core functionality through a modular Go 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 msgraph.
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 msgraph using your package manager: `go install github.com/merill/msgraph@latest`
Initialize your project workspace or configuration file for msgraph.
Import msgraph into your codebase or invoke it directly from your terminal.
Execute your test suite or run `msgraph --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
merill/msgraph is currently ranked #24,688 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #24,589 | yc-software/minecraft-agent-harness | JavaScript | ★ 122 | Compare ↗ |
| #24,589 | FreedomIntelligence/BodyVista | JavaScript | ★ 122 | Compare ↗ |
| #24,589 | muhraufan/robodust | Swift | ★ 122 | Compare ↗ |
| #24,589 | fuyichen0725/blinkmimic | Python | ★ 122 | Compare ↗ |
| #24,589 | Balanov/latch | JavaScript | ★ 122 | Compare ↗ |
| #24,688 | merill/msgraph This Project | Go | ★ 121 | |
| #24,688 | TwP/bones | Ruby | ★ 121 | Compare ↗ |
| #24,688 | jm/context | Ruby | ★ 121 | Compare ↗ |
| #24,688 | codyfauser/ebay | Ruby | ★ 121 | Compare ↗ |
| #24,688 | drone29a/clojure-twitter | Clojure | ★ 121 | Compare ↗ |
| #24,688 | svoop/autotest-fsevent | Ruby | ★ 121 | Compare ↗ |
Frequently Asked Questions
What does msgraph do? +
Microsoft Graph Skill for Agents
Is msgraph actively maintained in 2026? +
Yes, msgraph is actively maintained. The latest code push was recorded on Nov 12, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 121 stars and 3 open issues.
What language is msgraph written in? +
The primary language is Go. Topics include: ai, graph, skill.
How many stars does msgraph have? +
msgraph has 121 stars and 10 forks on GitHub.
How does msgraph rank among GitHub repositories? +
With 121 stars, merill/msgraph is ranked #24,688 globally across all repositories tracked on GitHubRepo and #2,558 among Go projects.
What license is msgraph distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
