OneSkill — The Open Directory for Agent Artifacts

<img width="4856" height="1000" alt="github-banner" src="https://github.com/user-attachments/assets/6f435ef3-1194-4e26-87af-aa13826bbb5f" /> <div align="center"> <div> <h3> <a href="https://langfuse.com/blog/2025-06-04-open-sourcing-langfuse-product"> <strong>Langfuse Is Doubling Down On Open Source</strong> </a> <br> <br> <a href="https://cloud.langfuse.com"> <strong>Langfuse Cloud</strong> </a> · <a href="https://langfuse.com/docs/deployment/self-host"> <strong>Self Host</strong> </a> · <a href="https://langfuse.com/demo"> <strong>Demo</strong> </a> </h3> </div> <div> <a href="https://langfuse.com/docs"><strong>Docs</strong></a> · <a href="https://langfuse.com/issues"><strong>Report Bug</strong></a> · <a href="https://langfuse.com/ideas"><strong>Feature Request</strong></a> · <a href="https://langfuse.com/changelog"><strong>Changelog</strong></a> · <a href="https://langfuse.com/roadmap"><strong>Roadmap</strong></a> · </div> <br/> <span>Langfuse uses <a href="https://github.com/orgs/langfuse/discussions"><strong>GitHub Discussions</strong></a> for Support and Feature Requests.</span> <br/> <span><b>We're hiring.</b> <a href="https://langfuse.com/careers"><strong>Join us</strong></a> in product engineering and technical go-to-market roles.</span> <br/> <br/> <div> </div> </div> <p align="center"> <a href="https://github.com/langfuse/langfuse/blob/main/LICENSE"> <img src="https://img.shields.io/badge/License-MIT-E11311.svg" alt="MIT License"> </a> <a href="https://www.ycombinator.com/companies/langfuse"><img src="https://img.shields.io/badge/Y%20Combinator-W23-orange" alt="Y Combinator W23"></a> <a href="https://hub.docker.com/u/langfuse" target="_blank"> <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langfuse/langfuse?labelColor=%20%23FDB062&logo=Docker&labelColor=%20%23528bff"></a> <a href="https://pypi.python.org/pypi/langfuse"><img src="https://img.shields.io/pypi/dm/langfuse?logo=python&logoColor=white&label=pypi%20langfuse&color=blue" alt="langfuse Python package on PyPi"></a> <a href="https://www.npmjs.com/package/langfuse"><img src="https://img.shields.io/npm/dm/langfuse?logo=npm&logoColor=white&label=npm%20langfuse&color=blue" alt="langfuse npm package"></a> <br/> <a href="https://discord.com/invite/7NXusRtqYU" target="_blank"> <img src="https://img.shields.io/discord/1111061815649124414?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb" alt="chat on Discord"></a> <a href="https://twitter.com/intent/follow?screen_name=langfuse" target="_blank"> <img src="https://img.shields.io/twitter/follow/langfuse?logo=X&color=%20%23f5f5f5" alt="follow on X(Twitter)"></a> <a href="https://www.linkedin.com/company/langfuse/" target="_blank"> <img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff" alt="follow on LinkedIn"></a> <a href="https://github.com/langfuse/langfuse/graphs/commit-activity" target="_blank"> <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langfuse/langfuse?labelColor=%20%2332b583&color=%20%2312b76a"></a> <a href="https://github.com/langfuse/langfuse/" target="_blank"> <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alangfuse%2Flangfuse%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a> <a href="https://github.com/langfuse/langfuse/discussions/" target="_blank"> <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langfuse/langfuse?labelColor=%20%239b8afb&color=%20%237a5af8"></a> <a href="https://deepwiki.com/langfuse/langfuse" target="_blank"> <img alt="Ask DeepWiki" src="https://deepwiki.com/badge.svg"></a> </p> <p align="center"> <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a> <a href="./README.cn.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a> <a href="./README.ja.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a> <a href="./README.kr.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a> </p> <p align="center"> <a href="https://github.com/ClickHouse/ClickHouse"><strong>Proudly made with ClickHouse open source database</strong></a> </p>

Langfuse is an open source LLM engineering platform. It helps teams collaboratively develop, monitor, evaluate, and debug AI applications. Langfuse can be self-hosted in minutes and is battle-tested.

✨ Core Features

LLM Application Observability: Instrument your app and start ingesting traces to Langfuse, thereby tracking LLM calls and other relevant logic in your app such as retrieval, embedding, or agent actions. Inspect and debug complex logs and user sessions. Try the interactive demo to see this in action.
Prompt Management helps you centrally manage, version control, and collaboratively iterate on your prompts. Thanks to strong caching on server and client side, you can iterate on prompts without adding latency to your application.
Evaluations are key to the LLM application development workflow, and Langfuse adapts to your needs. It supports LLM-as-a-judge, user feedback collection, manual labeling, and custom evaluation pipelines via APIs/SDKs.
Datasets enable test sets and benchmarks for evaluating your LLM application. They support continuous improvement, pre-deployment testing, structured experiments, flexible evaluation, and seamless integration with frameworks like LangChain and LlamaIndex.
LLM Playground is a tool for testing and iterating on your prompts and model configurations, shortening the feedback loop and accelerating development. When you see a bad result in tracing, you can directly jump to the playground to iterate on it.
Comprehensive API: Langfuse is frequently used to power bespoke LLMOps workflows while using the building blocks provided by Langfuse via the API. OpenAPI spec, Postman collection, and typed SDKs for Python, JS/TS are available.

📦 Deploy Langfuse

Langfuse Cloud

Managed deployment by the Langfuse team, generous free-tier, no credit card required.

Self-Host Langfuse

Run Langfuse on your own infrastructure:

Local (docker compose): Run Langfuse on your own machine in 5 minutes using Docker Compose.

# Get a copy of the latest Langfuse repository
git clone https://github.com/langfuse/langfuse.git
cd langfuse

# Run the langfuse docker compose
docker compose up

VM: Run Langfuse on a single Virtual Machine using Docker Compose.
Kubernetes (Helm): Run Langfuse on a Kubernetes cluster using Helm. This is the preferred production deployment.
Terraform Templates: AWS, Azure, GCP

See self-hosting documentation to learn more about architecture and configuration options.

🔌 Integrations

Main Integrations:

Integration	Supports	Description
SDK	Python, JS/TS	Manual instrumentation using the SDKs for full flexibility.
OpenAI	Python, JS/TS	Automated instrumentation using drop-in replacement of OpenAI SDK.
Langchain	Python, JS/TS	Automated instrumentation by passing callback handler to Langchain application.
LlamaIndex	Python	Automated instrumentation via LlamaIndex callback system.
Haystack	Python	Automated instrumentation via Haystack content tracing system.
LiteLLM	Python, JS/TS (proxy only)	Use any LLM as a drop in replacement for GPT. Use Azure, OpenAI, Cohere, Anthropic, Ollama, VLLM, Sagemaker, HuggingFace, Replicate (100+ LLMs).
Vercel AI SDK	JS/TS	TypeScript toolkit designed to help developers build AI-powered applications with React, Next.js, Vue, Svelte, Node.js.
Mastra	JS/TS	Open source framework for building AI agents and multi-agent systems.
API		Directly call the public API. OpenAPI spec available.

Packages integrated with Langfuse:

Name	Type	Description
Instructor	Library	Library to get structured LLM outputs (JSON, Pydantic)
DSPy	Library	Framework that systematically optimizes language model prompts and weights
Mirascope	Library	Python toolkit for building LLM applications.
Ollama	Model (local)	Easily run open source LLMs on your own machine.
Amazon Bedrock	Model	Run foundation and fine-tuned models on AWS.
AutoGen	Agent Framework	Open source LLM platform for building distributed agents.
Flowise	Chat/Agent UI	JS/TS no-code builder for customized LLM flows.
Langflow	Chat/Agent UI	Python-based UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
Dify	Chat/Agent UI	Open source LLM app development platform with no-code builder.
OpenWebUI	Chat/Agent UI	Self-hosted LLM Chat web ui supporting various LLM runners including self-hosted and local models.
Promptfoo	Tool	Open source LLM testing platform.
LobeChat	Chat/Agent UI	Open source chatbot platform.
Vapi	Platform	Open source voice AI platform.
Inferable	Agents	Open source LLM platform for building distributed agents.
Gradio	Chat/Agent UI	Open source Python library to build web interfaces like Chat UI.
Goose	Agents	Open source LLM platform for building distributed agents.
smolagents	Agents	Open source AI agents framework.
CrewAI	Agents	Multi agent framework for agent collaboration and tool use.

🚀 Quickstart

Instrument your app and start ingesting traces to Langfuse, thereby tracking LLM calls and other relevant logic in your app such as retrieval, embedding, or agent actions. Inspect and debug complex logs and user sessions.

1️⃣ Create new project

Create Langfuse account or self-host
Create a new project
Create new API credentials in the project settings

2️⃣ Log your first LLM call

The @observe() decorator makes it easy to trace any Python LLM application. In this quickstart we also use the Langfuse OpenAI integration to automatically capture all model parameters.

[!TIP] Not using OpenAI? Visit our documentation to learn how to log other models and frameworks.

pip install langfuse openai

LANGFUSE_SECRET_KEY="sk-lf-..."
LANGFUSE_PUBLIC_KEY="pk-lf-..."
LANGFUSE_BASE_URL="https://cloud.langfuse.com" # 🇪🇺 EU region
# LANGFUSE_BASE_URL="https://us.cloud.langfuse.com" # 🇺🇸 US region

from langfuse import observe
from langfuse.openai import openai # OpenAI integration

@observe()
def story():
    return openai.chat.completions.create(
        model="gpt-4o",
        messages=[{"role": "user", "content": "What is Langfuse?"}],
    ).choices[0].message.content

@observe()
def main():
    return story()

main()

3️⃣ See traces in Langfuse

See your language model calls and other application logic in Langfuse.

Public example trace in Langfuse

[!TIP]

Learn more about tracing in Langfuse or play with the interactive demo.

⭐️ Star Us

star-langfuse-on-github

💭 Support

Finding an answer to your question:

Our documentation is the best place to start looking for answers. It is comprehensive, and we invest significant time into maintaining it. You can also suggest edits to the docs via GitHub.
Langfuse FAQs where the most common questions are answered.
Use "Ask AI" to get instant answers to your questions.

Support Channels:

Ask any question in our public Q&A on GitHub Discussions. Please include as much detail as possible (e.g. code snippets, screenshots, background information) to help us understand your question.
Request a feature on GitHub Discussions.
Report a Bug on GitHub Issues.
For time-sensitive queries, ping us via the in-app chat widget.

🤝 Contributing

Your contributions are welcome!

Vote on Ideas in GitHub Discussions.
Raise and comment on Issues.
Open a PR - see CONTRIBUTING.md for details on how to setup a development environment.

🥇 License

This repository is MIT licensed, except for the ee folders. See LICENSE and docs for more details.

Dependencies

We deploy this code base in Docker containers based on the Linux Alpine Image (source). You may find the Dockerfiles in web/Dockerfile and worker/Dockerfile.

⭐️ Star History

❤️ Open Source Projects Using Langfuse

Top open-source Python projects that use Langfuse, ranked by stars (Source):

Repository	Stars
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/85702467?s=40&v=4" width="20" height="20" alt=""> langflow-ai / langflow	116251
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/158137808?s=40&v=4" width="20" height="20" alt=""> open-webui / open-webui	109642
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/23818?s=40&v=4" width="20" height="20" alt=""> abi / screenshot-to-code	70877
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/131470832?s=40&v=4" width="20" height="20" alt=""> lobehub / lobe-chat	65454
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/69962740?s=40&v=4" width="20" height="20" alt=""> infiniflow / ragflow	64118
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/135057108?s=40&v=4" width="20" height="20" alt=""> firecrawl / firecrawl	56713
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/130722866?s=40&v=4" width="20" height="20" alt=""> run-llama / llama_index	44203
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/128289781?s=40&v=4" width="20" height="20" alt=""> FlowiseAI / Flowise	43547
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/159330290?s=40&v=4" width="20" height="20" alt=""> QuivrHQ / quivr	38415
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/6154722?s=40&v=4" width="20" height="20" alt=""> microsoft / ai-agents-for-beginners	38012
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/139558948?s=40&v=4" width="20" height="20" alt=""> chatchat-space / Langchain-Chatchat	36071
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/31035808?s=40&v=4" width="20" height="20" alt=""> mindsdb / mindsdb	35669
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/169401942?s=40&v=4" width="20" height="20" alt=""> danny-avila / LibreChat	33142
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/121462774?s=40&v=4" width="20" height="20" alt=""> BerriAI / litellm	28726
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/157326433?s=40&v=4" width="20" height="20" alt=""> onlook-dev / onlook	22447
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/487568?s=40&v=4" width="20" height="20" alt=""> NixOS / nixpkgs	21748
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/170767358?s=40&v=4" width="20" height="20" alt=""> kortix-ai / suna	17976
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/76263028?s=40&v=4" width="20" height="20" alt=""> anthropics / courses	17057
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/149120496?s=40&v=4" width="20" height="20" alt=""> mastra-ai / mastra	16484
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/134601687?s=40&v=4" width="20" height="20" alt=""> langfuse / langfuse	16054
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/7250217?s=40&v=4" width="20" height="20" alt=""> Canner / WrenAI	11868
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/137907881?s=40&v=4" width="20" height="20" alt=""> promptfoo / promptfoo	8350
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/193350244?s=40&v=4" width="20" height="20" alt=""> The-Pocket / PocketFlow	8313
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/139012218?s=40&v=4" width="20" height="20" alt=""> OpenPipe / ART	7093
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/125468716?s=40&v=4" width="20" height="20" alt=""> topoteretes / cognee	7011
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/3299148?s=40&v=4" width="20" height="20" alt=""> awslabs / agent-squad	6785
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/162546372?s=40&v=4" width="20" height="20" alt=""> BasedHardware / omi	6231
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/118301880?s=40&v=4" width="20" height="20" alt=""> hatchet-dev / hatchet	6019
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/88676955?s=40&v=4" width="20" height="20" alt=""> zenml-io / zenml	4873
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/132635806?s=40&v=4" width="20" height="20" alt=""> refly-ai / refly	4654
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/47287758?s=40&v=4" width="20" height="20" alt=""> coleam00 / ottomator-agents	4165
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/8251002?s=40&v=4" width="20" height="20" alt=""> JoshuaC215 / agent-service-toolkit	3557
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/185852128?s=40&v=4" width="20" height="20" alt=""> colanode / colanode	3517
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/201282378?s=40&v=4" width="20" height="20" alt=""> VoltAgent / voltagent	3210
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/188657705?s=40&v=4" width="20" height="20" alt=""> bragai / bRAG-langchain	3010
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/11855343?s=40&v=4" width="20" height="20" alt=""> pingcap / autoflow	2651
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/135396723?s=40&v=4" width="20" height="20" alt=""> sourcebot-dev / sourcebot	2570
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/158137808?s=40&v=4" width="20" height="20" alt=""> open-webui / pipelines	2055
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/179994263?s=40&v=4" width="20" height="20" alt=""> YFGaia / dify-plus	1734
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/46323662?s=40&v=4" width="20" height="20" alt=""> TheSpaghettiDetective / obico-server	1687
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/85268109?s=40&v=4" width="20" height="20" alt=""> MLSysOps / MLE-agent	1387
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/144196744?s=40&v=4" width="20" height="20" alt=""> TIGER-AI-Lab / TheoremExplainAgent	1385
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/2314423?s=40&v=4" width="20" height="20" alt=""> trailofbits / buttercup	1223
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/62564480?s=40&v=4" width="20" height="20" alt=""> wassim249 / fastapi-langgraph-agent-production-ready-template	1200
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/18422723?s=40&v=4" width="20" height="20" alt=""> alishobeiri / thread	1098
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/2357342?s=40&v=4" width="20" height="20" alt=""> dmayboroda / minima	1010
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/65890619?s=40&v=4" width="20" height="20" alt=""> zstar1003 / ragflow-plus	993
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/121352441?s=40&v=4" width="20" height="20" alt=""> openops-cloud / openops	939
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/151867818?s=40&v=4" width="20" height="20" alt=""> dynamiq-ai / dynamiq	927
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/74420131?s=40&v=4" width="20" height="20" alt=""> xataio / agent	857
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/123981229?s=40&v=4" width="20" height="20" alt=""> plastic-labs / tutor-gpt	845
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/176438967?s=40&v=4" width="20" height="20" alt=""> trendy-design / llmchat	829
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/2045570?s=40&v=4" width="20" height="20" alt=""> hotovo / aider-desk	781
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/169500408?s=40&v=4" width="20" height="20" alt=""> opslane / opslane	719
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/142796018?s=40&v=4" width="20" height="20" alt=""> wrtnlabs / autoview	688
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/20493493?s=40&v=4" width="20" height="20" alt=""> andysingal / llm-course	643
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/48585267?s=40&v=4" width="20" height="20" alt=""> theopenconversationkit / tock	587
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/178644984?s=40&v=4" width="20" height="20" alt=""> sentient-engineering / agent-q	487
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/58037050?s=40&v=4" width="20" height="20" alt=""> NicholasGoh / fastapi-mcp-langgraph-template	481
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/148684274?s=40&v=4" width="20" height="20" alt=""> i-am-alice / 3rd-devs	472
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/163431636?s=40&v=4" width="20" height="20" alt=""> AIDotNet / koala-ai	470
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/132396805?s=40&v=4" width="20" height="20" alt=""> phospho-app / text-analytics-legacy	439
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/170831637?s=40&v=4" width="20" height="20" alt=""> inferablehq / inferable	403
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/171800766?s=40&v=4" width="20" height="20" alt=""> duoyang666 / ai_novel	397
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/209155962?s=40&v=4" width="20" height="20" alt=""> strands-agents / samples	385
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/16997807?s=40&v=4" width="20" height="20" alt=""> FranciscoMoretti / sparka	380
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/66303003?s=40&v=4" width="20" height="20" alt=""> RobotecAI / rai	373
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/137044109?s=40&v=4" width="20" height="20" alt=""> ElectricCodeGuy / SupabaseAuthWithSSR	370
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/15125613?s=40&v=4" width="20" height="20" alt=""> souzatharsis / tamingLLMs	323
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/8931462?s=40&v=4" width="20" height="20" alt=""> aws-samples / aws-ai-ml-workshop-kr	295
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/25676773?s=40&v=4" width="20" height="20" alt=""> weizxfree / KnowFlow	285
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/88676955?s=40&v=4" width="20" height="20" alt=""> zenml-io / zenml-projects	276
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/136071305?s=40&v=4" width="20" height="20" alt=""> wxai-space / LightAgent	275
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/90278288?s=40&v=4" width="20" height="20" alt=""> Ozamatash / deep-research-mcp	269
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/168552753?s=40&v=4" width="20" height="20" alt=""> sql-agi / DB-GPT	241
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/828269?s=40&v=4" width="20" height="20" alt=""> guyernest / advanced-rag	238
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/175069511?s=40&v=4" width="20" height="20" alt=""> bklieger-groq / mathtutor-on-groq	233
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/123981229?s=40&v=4" width="20" height="20" alt=""> plastic-labs / honcho	224
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/118967077?s=40&v=4" width="20" height="20" alt=""> OVINC-CN / OpenWebUI	202
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/31960995?s=40&v=4" width="20" height="20" alt=""> zhutoutoutousan / worldquant-miner	202
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/29215115?s=40&v=4" width="20" height="20" alt=""> iceener / ai	186
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/187584218?s=40&v=4" width="20" height="20" alt=""> giselles-ai / giselle	181
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/174666116?s=40&v=4" width="20" height="20" alt=""> ai-shifu / ai-shifu	181
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/8931462?s=40&v=4" width="20" height="20" alt=""> aws-samples / sample-serverless-mcp-servers	175
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/202488052?s=40&v=4" width="20" height="20" alt=""> celerforge / freenote	171
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/104478511?s=40&v=4" width="20" height="20" alt=""> babelcloud / LLM-RGB	164
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/171735272?s=40&v=4" width="20" height="20" alt=""> 8090-inc / xrx-sample-apps	163
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/51827949?s=40&v=4" width="20" height="20" alt=""> deepset-ai / haystack-core-integrations	163
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/1009716?s=40&v=4" width="20" height="20" alt=""> codecentric / c4-genai-suite	152
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/196509932?s=40&v=4" width="20" height="20" alt=""> XSpoonAi / spoon-core	150
<img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/139558948?s=40&v=4" width="20" height="20" alt=""> [ch