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#llmops (30 Repositories)

Ranked open-source repositories tagged with #llmops, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

64.5%

Avg Review Latency

20.0h

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30 repositories tagged #llmops

S TierPython 396 4 GFIs

rhesis-ai/rhesis

The collaboration layer for AI teams: domain experts annotate and review agent behavior, engineers improve the agent from what they find.

88.6%
Merge Rate
-
First Review
100%
1st-Timers
10
Maintainers
S TierPython 1.3k 9 GFIs

Arize-ai/openinference

OpenTelemetry Instrumentation for AI Observability

68.6%
Merge Rate
-
First Review
56%
1st-Timers
48
Maintainers
A TierPython 3.0k 75 GFIs

vllm-project/vllm-ascend

Community maintained hardware plugin for vLLM on Huawei Ascend

46.5%
Merge Rate
-
First Review
44%
1st-Timers
407
Maintainers
A TierPython 2.0k 1 GFIs

ShenSeanChen/waku-agent

Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, memory, eval, all in code built to stay legible as it grows.

69.4%
Merge Rate
19h
First Review
86%
1st-Timers
25
Maintainers
A TierTypeScript 2.8k

openlit/openlit

OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

63.2%
Merge Rate
-
First Review
67%
1st-Timers
26
Maintainers
A TierPython 22.5k

comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

72.4%
Merge Rate
-
First Review
66%
1st-Timers
63
Maintainers
A TierPython 11.8k

Arize-ai/phoenix

AI Observability & Evaluation

76.4%
Merge Rate
-
First Review
44%
1st-Timers
70
Maintainers
A TierGo 243 2 GFIs

ferro-labs/ai-gateway

Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guardrails, A/B test & cost controls. Go-native Fastest & Scalable AI Gateway LiteLLM & Kong AI Gateway alternative.

84.6%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 35.6k 1 GFIs

langfuse/langfuse

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

68.8%
Merge Rate
2d
First Review
22%
1st-Timers
122
Maintainers
A TierRust 239

fkiene/llmtrim

Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).

94.5%
Merge Rate
1d
First Review
100%
1st-Timers
3
Maintainers
A TierPython 3.6k 25 GFIs

truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

66.9%
Merge Rate
2d
First Review
67%
1st-Timers
40
Maintainers
A TierPython 2.1k 134 GFIs

future-agi/future-agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

51.6%
Merge Rate
2d
First Review
20%
1st-Timers
94
Maintainers
A TierPython 1.1k

dynamiq-ai/dynamiq

Dynamiq is an orchestration framework for agentic AI and LLM applications

76.7%
Merge Rate
-
First Review
100%
1st-Timers
8
Maintainers
A TierTypeScript 190

Keesan12/martin-loop

Make AI coding agents safe to scale autonomously: assign work, cap spend, enforce policy, verify output, roll back failures, learn from loops, and prove ROI across every repo.

93.8%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
A TierPython 61.1k

BerriAI/litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

39.1%
Merge Rate
-
First Review
16%
1st-Timers
846
Maintainers
A TierPython 7.5k 1 GFIs

traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

17.0%
Merge Rate
-
First Review
12%
1st-Timers
61
Maintainers
A TierTypeScript 172

langfuse/langfuse-js

🪢 Langfuse JS/TS SDK

52.3%
Merge Rate
-
First Review
57%
1st-Timers
15
Maintainers
A TierTypeScript 25.9k

promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

63.6%
Merge Rate
1d
First Review
43%
1st-Timers
61
Maintainers
A TierRust 8.9k

0xPlaygrounds/rig

⚙️🦀 Build modular and scalable LLM Applications in Rust

62.4%
Merge Rate
-
First Review
48%
1st-Timers
17
Maintainers
A TierPython 1.4k

alibaba/rtp-llm

RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.

24.4%
Merge Rate
-
First Review
28%
1st-Timers
36
Maintainers
A TierTypeScript 30.5k

ComposioHQ/composio

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

62.4%
Merge Rate
-
First Review
56%
1st-Timers
37
Maintainers
A TierPython 5.9k 1 GFIs

Giskard-AI/giskard-oss

🐢 Open-Source Evaluation & Testing library for LLM Agents

60.7%
Merge Rate
1d
First Review
40%
1st-Timers
25
Maintainers
A TierRust 7.1k 2 GFIs

katanemo/plano

Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.

63.9%
Merge Rate
10d
First Review
57%
1st-Timers
5
Maintainers
B TierTypeScript 2.1k

mcp-router/mcp-router

MCP Router — development, support and security updates ended 2026-09-18. Historical source and final release for existing users.

50.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
B TierRust 2.4k

bionic-gpt/bionic-gpt

Bionic is sovereign Agentic AI for the enterprise — Runs on-premise and can securely work with your sensitive data and systems.

88.9%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 386

TensorOpsAI/LLMstudio

Framework to bring LLM applications to production

100.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierGo 5.8k

coze-dev/coze-loop

Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from development, debugging, and evaluation to monitoring.

63.6%
Merge Rate
2d
First Review
63%
1st-Timers
3
Maintainers
B TierGo 2.2k

tensorchord/envd

🏕️ Reproducible development environment for humans and agents

50.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
B TierPython 212

Rodiun/frugon

Free, local, open-source LLM cost analyzer - see where your LLM bill leaks, on your machine.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 8.9k

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

14.3%
Merge Rate
18h
First Review
33%
1st-Timers
17
Maintainers
Best Llmops Open Source Repositories & C-Rank™ | GetMerged