open-compass/AgentCompass
[EMNLP 2026] AgentCompass is an extensible open-source evaluation infrastructure for systematically assessing LLM/VLM agent capabilities.
⚡ Executive Summary & Quick Facts
Authoritative SourceAgentCompass is AgentCompass is an open-source project written in Python: [EMNLP 2026] AgentCompass is an extensible open-source evaluation infrastructure for systematically assessing LLM/VLM agent capabilities..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), open-compass/AgentCompass has accumulated 188 GitHub stars and 38 forks. It is written in Python, licensed under Apache-2.0, and ranks #20,099 globally. It is actively maintained with the latest commit recorded on Nov 4, 2026.”
| Repository | open-compass/AgentCompass ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 188 stars · ⑂ 38 forks · #20,099 globally |
| Maintenance | ● Active (Last commit: Nov 4, 2026) · 16 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, AgentCompass is actively maintained. Continuous telemetry recorded the last code commit on Nov 4, 2026 (9 days ago). Supported by 188 stars and 38 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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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,684
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
AgentCompass gained 10 stars in the last 30 days, about 1 a day, and now has 188. It is about 1 year old and has averaged roughly 188 stars a year. It ranks #2,684 among Python repositories and #20,099 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#18266
BEST RANK
Nov 4, 2026
FIRST APPEARANCE
Active
STATUS TODAY
AgentCompass has maintained a continuous presence across global trending indexes, peaking at #18266. Below is the 30-day activity profile:
💡 Overview
AgentCompass is an open-source project written in Python: [EMNLP 2026] AgentCompass is an extensible open-source evaluation infrastructure for systematically assessing LLM/VLM agent capabilities.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, benchmark-framework, 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 Python 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
$ pip install AgentCompass⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
AgentCompass coordinates its core functionality through a modular Python 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 AgentCompass.
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 AgentCompass using your package manager: `pip install AgentCompass`
Initialize your project workspace or configuration file for AgentCompass.
Import AgentCompass into your codebase or invoke it directly from your terminal.
Execute your test suite or run `AgentCompass --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
open-compass/AgentCompass is currently ranked #20,099 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #20,047 | vasuki-re/IStanPdf | Kotlin | ★ 189 | Compare ↗ |
| #20,047 | christopherowen/spark-ds41f | Python | ★ 189 | Compare ↗ |
| #20,047 | mstcvk/mc-download-manager | Swift | ★ 189 | Compare ↗ |
| #20,047 | turquoiseouroboros/Exodus-Balance-Flasher | Python | ★ 189 | Compare ↗ |
| #20,047 | Balanov/shim | Go | ★ 189 | Compare ↗ |
| #20,099 | open-compass/AgentCompass This Project | Python | ★ 188 | |
| #20,099 | ahe/2dc_jqgrid | JavaScript | ★ 188 | Compare ↗ |
| #20,099 | apache/directory-server | Java | ★ 188 | Compare ↗ |
| #20,099 | dbyler/omnifocus-scripts | AppleScript | ★ 188 | Compare ↗ |
| #20,099 | sparks/themidibus | Java | ★ 188 | Compare ↗ |
| #20,099 | pilif/tempalias | JavaScript | ★ 188 | Compare ↗ |
Frequently Asked Questions
What does AgentCompass do? +
[EMNLP 2026] AgentCompass is an extensible open-source evaluation infrastructure for systematically assessing LLM/VLM agent capabilities.
Is AgentCompass actively maintained in 2026? +
Yes, AgentCompass is actively maintained. The latest code push was recorded on Nov 4, 2026 (9 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 188 stars and 16 open issues.
What language is AgentCompass written in? +
The primary language is Python. Topics include: agent, benchmark-framework, claude-code, codex, evaluation-framework.
How many stars does AgentCompass have? +
AgentCompass has 188 stars and 38 forks on GitHub.
How does AgentCompass rank among GitHub repositories? +
With 188 stars, open-compass/AgentCompass is ranked #20,099 globally across all repositories tracked on GitHubRepo and #2,684 among Python projects.
What license is AgentCompass distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
