AgentCulture
Organization@agentculture
Agent first OSS software
34
Published Tools
80
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Published Tools
8 MCP Servers8 Skills18 Agentsacross 4 categoriesAgentCulture
model-gear — run, assess, and switch the local vLLM model.
AgentCulture
A cooperative/competitive strategy arena where agent teams complete missions, control objectives, manage resources, and out-coordinate opposing teams.
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Agent First Interface — scaffold CLI, MCP, and HTTP interfaces for agent-first tools.
AgentCulture
Agent First Interface — scaffold CLI, MCP, and HTTP interfaces for agent-first tools.
AgentCulture
Agent and CLI for data quality in storage and retrieval — validating, deduplicating, and checking the integrity and freshness of data as it is stored and fetched. Split out of eidetic-cli so eidetic keeps agent-memory; sibling to daria, the Data Refinery Intelligent Agent.
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Maps the geometry of meaning produced by embedding models — survey a corpus into a semantic landscape, then inspect its regions, neighborhoods, directions, and gaps, and compare models. Backs a Surveyor agent that runs measured experiments against the space and records an evidence-backed Atlas.
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Agent and CLI for the Jetson Arena: how a given Jetson device handles a whole model stack. Benchmarks pipelines (e.g. realtime VAD + STT + LLM + TTS on an Orin Nano Super 8GB) for latency, memory signature and quality, then publishes results plus signed-in Docker build recipes. Also maintains the arena public site.
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Agent First Interface — scaffold CLI, MCP, and HTTP interfaces for agent-first tools.
AgentCulture
Discord-facing knowledge fetch & index agent for the Jetson AI Lab community — fetches and indexes Jetson AI Lab docs/sources and answers members' questions on Discord.
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A verified, sourced knowledge base of everything known about NVIDIA Jetson devices — usable as a CLI, an MCP server, and a multilingual static site. Every claim cites its source, gaps are stated honestly, and existing projects and contributors are credited.
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A CLI, MCP server, and web front for learning — a hosted site where humans and agents learn a subject step by step. Fronts the french-cli and spanish-cli language tutors, and generalizes to other learnable domains such as leading teams of agents. The learn command is the local operator surface and how agents drive it.
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An agent and CLI for invoking and managing cloud AI providers behind one interface — Amazon Bedrock today, with room for OpenAI, Google Vertex AI, Azure OpenAI, and other providers.
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Private, self-hosted ebook library: stores, ingests, converts and serves books (API, OPDS, MCP) from hardware you own. Split from xteink, which keeps the e-reader/device side.
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Agent and CLI to manage EC2 instances running self-hosted LLM inference: warm up an instance and serve an LLM, then hibernate it on idle to power ongoing inference workloads such as ADLC. Built on ec2-cli for the underlying EC2 machine lifecycle.
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Explore the emotions, ideas, and connotations of text through an embedding model's lens: an agent-first CLI that reads a given text back through the geometry of an embedding space and reports what the model associates with it, with provenance.
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Drop-in viewer for embedding spaces: a moving 3-D window through the full-dimensional space. One dependency-free script with mount, update and destroy.
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Agent and CLI that runs and maintains a Dockerised Eclipse Mosquitto MQTT broker and fronts it through agentfront as a CLI, an HTTP API and an MCP surface — so any app can import it, any service can call the API, and an agent or a human can publish and subscribe to events the same way.
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Face recognition and identity management: detect faces, collect embeddings per identity, and manage them by generated id and human name — enroll, match, list, forget one, and forget all at once. Extracted from reachy-mini-cli's OpenCV YuNet+SFace engine so Reachy Mini depends on it instead of carrying its own copy.
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Agent + CLI that turns Claude into a private French tutor: track progress, get an overview, get advice, read stories, and learn & practice French (written and spoken) online from your phone.
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An agent and CLI that manages Amazon Bedrock Knowledge Bases — data sources, ingestion jobs, and managed-RAG retrieval.
AgentCulture
The Reachy Mini expressive robot given a fully local brain: fuses reachy-mini-cli's device, app, and runtime ops with lobes-cli's locally-served vLLM model, so the robot thinks on a self-hosted model over the acp vllm-local provider — an expressive robot with a local mind.
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Agent + CLI that turns Claude into a private Spanish tutor: track progress, get an overview, get advice, read stories, and learn & practice Spanish (written and spoken) online from your phone.
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A lab for edge AI — the exploration engine for the mesh's edge and local-model work: designs, runs and compares experiments across edge hardware and model stacks, then hands proven configurations to lobes-cli, which is the runtime that serves them.
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Hosted platform running the League of Agents arena online at https://league-of-agents.ai — a turn-based game for humans and agents, for fun and for benchmarks. Continuable matches, AWS-hosted, with safe-capacity safeguards and price-aware archive/cleanup. The league-site CLI is the local operator surface and how agents work with it.
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Visualize embedding space: tumble, lattice and wander through high-dimensional embeddings in a 3-D window.
AgentCulture
jetsonrun - launch, manage and stop LLM inference workloads on NVIDIA Jetson (Orin, Thor) with one command. A Jetson port of sparkrun: recipes, runtimes, containers tuned for Jetson, drawing on thor-arena/mjolnir for Thor-optimized vLLM serving.
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Harness- and transport-agnostic agent runtime: supervises an agent's process lifecycle independent of its harness (brain) and transport (IRC/Slack/agtag).
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Workshop and scaffolding CLI for practical AI efficiency: learn core AI concepts, build your first agents, create useful CLIs, and adopt agent-first development patterns
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Agent-operated developer-experience CLI — deterministic per-backend markdown briefings for autonomous agents.
AgentCulture
culture-agent-template — a clonable template for AgentCulture mesh agents.
AgentCulture
Agent + CLI (jca) wrapping the jetson-containers family (dusty-nv, NVIDIA-AI-IOT, jetson-ai-lab forks): track upstreams, diff packages across forks, and build/run containers on Jetson.
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