{"data":{"node":{"slug":"tma1-ai-tma1","name":"tma1","tagline":"Local-first observability for AI agents with LLM call tracking","github_url":"https://github.com/tma1-ai/tma1","owner":"tma1-ai","repo":"tma1","owner_avatar_url":"https://avatars.githubusercontent.com/u/267869330?v=4","primary_language":"Go","stars":117,"forks":14,"topics":["agent-loop","agent-observability","ai-agents","claude-code","codex","copilot-cli","genai","greptimedb","llm-observability","llmops","local-first","logs","mcp","metrics","observability","openclaw","opentelemetry","self-hosted","sql","tracing"],"archived":false,"github_pushed_at":"2026-09-10T02:00:33+00:00","maintenance_label":"Very active","stars_delta_30d":2,"url":"https://www.graphcanon.com/tools/tma1-ai-tma1","markdown_url":"https://www.graphcanon.com/tools/tma1-ai-tma1.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tma1-ai-tma1","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tma1-ai-tma1"},"categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"agent-observability","name":"agent-observability"},{"slug":"claude-code","name":"claude-code"},{"slug":"codex","name":"codex"},{"slug":"greptimedb","name":"greptimedb"},{"slug":"llm-observability","name":"llm-observability"},{"slug":"local-first","name":"local-first"},{"slug":"opentelemetry","name":"opentelemetry"},{"slug":"self-hosted","name":"self-hosted"}],"edges":[],"neighbours":[{"slug":"nirdiamant-agents-towards-production","name":"agents-towards-production","tagline":"End-to-end, code-first tutorials for building production-grade GenAI agents","github_url":"https://github.com/NirDiamant/agents-towards-production","owner":"NirDiamant","repo":"agents-towards-production","owner_avatar_url":"https://avatars.githubusercontent.com/u/28316913?v=4","primary_language":"Jupyter Notebook","stars":21298,"forks":2824,"topics":["agent","agent-framework","agentic-ai","agents","ai-agents","deployment","genai","generative-ai","langgraph","llm","llms","mcp","mlops","multi-agent-systems","observability","production","python","rag","tutorials"],"archived":false,"github_pushed_at":"2026-08-15T00:52:10+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/nirdiamant-agents-towards-production","markdown_url":"https://www.graphcanon.com/tools/nirdiamant-agents-towards-production.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nirdiamant-agents-towards-production","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nirdiamant-agents-towards-production","shared_categories":["ai-agents"]},{"slug":"raga-ai-hub-ragaai-catalyst","name":"RagaAI-Catalyst","tagline":"Python SDK for AI agent observability and evaluation","github_url":"https://github.com/raga-ai-hub/RagaAI-Catalyst","owner":"raga-ai-hub","repo":"RagaAI-Catalyst","owner_avatar_url":"https://avatars.githubusercontent.com/u/161833182?v=4","primary_language":"Python","stars":16162,"forks":3567,"topics":["agentic-ai","agentic-ai-development","agentneo","agents","ai-agent-monitoring","ai-application-debugging","ai-evaluation-tools","ai-performance-optimization","ai-tool-interaction-monitoring","llm-testing","llm-tracing","llmops"],"archived":false,"github_pushed_at":"2026-02-11T14:43:33+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/raga-ai-hub-ragaai-catalyst","markdown_url":"https://www.graphcanon.com/tools/raga-ai-hub-ragaai-catalyst.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/raga-ai-hub-ragaai-catalyst","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=raga-ai-hub-ragaai-catalyst","shared_categories":["evaluation-observability","ai-agents"]},{"slug":"agentops-ai-agentops","name":"agentops","tagline":"Python SDK for AI agent monitoring and LLM cost tracking","github_url":"https://github.com/AgentOps-AI/agentops","owner":"AgentOps-AI","repo":"agentops","owner_avatar_url":"https://avatars.githubusercontent.com/u/140554352?v=4","primary_language":"Python","stars":5830,"forks":625,"topics":["agent","agentops","agents-sdk","ai","anthropic","autogen","cost-estimation","crewai","evals","evaluation-metrics","groq","langchain","llm","mistral","ollama","openai","openai-agents"],"archived":false,"github_pushed_at":"2026-06-25T08:25:03+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/agentops-ai-agentops","markdown_url":"https://www.graphcanon.com/tools/agentops-ai-agentops.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/agentops-ai-agentops","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=agentops-ai-agentops","shared_categories":["evaluation-observability","ai-agents"]},{"slug":"pydantic-logfire","name":"logfire","tagline":"AI observability platform for production LLM and agent systems","github_url":"https://github.com/pydantic/logfire","owner":"pydantic","repo":"logfire","owner_avatar_url":"https://avatars.githubusercontent.com/u/110818415?v=4","primary_language":"Python","stars":4468,"forks":284,"topics":["agent-observability","ai","ai-observability","ai-tools","evals","fastapi","llm-observability","logging","metrics","observability","openai","opentelemetry","pydantic","pydantic-ai","python","trace"],"archived":false,"github_pushed_at":"2026-09-10T04:40:49+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/pydantic-logfire","markdown_url":"https://www.graphcanon.com/tools/pydantic-logfire.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pydantic-logfire","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pydantic-logfire","shared_categories":["evaluation-observability"]},{"slug":"lazyagi-lazyllm","name":"LazyLLM","tagline":"Easiest and laziest way for building multi-agent LLMs applications.","github_url":"https://github.com/LazyAGI/LazyLLM","owner":"LazyAGI","repo":"LazyLLM","owner_avatar_url":"https://avatars.githubusercontent.com/u/171651681?v=4","primary_language":"Python","stars":3880,"forks":411,"topics":["agents","ai-agent","data","deep-learning","documentation-tool","finetuning","framework","knowlege-graph","langchain","lazyllm","llamaindex","llm","llms","rag"],"archived":false,"github_pushed_at":"2026-09-04T11:45:37+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/lazyagi-lazyllm","markdown_url":"https://www.graphcanon.com/tools/lazyagi-lazyllm.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/lazyagi-lazyllm","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=lazyagi-lazyllm","shared_categories":["ai-agents"]},{"slug":"atomicbot-ai-atomic-agent","name":"atomic-agent","tagline":"Local First Ai Agent for private device execution with optimized local AI models and long context window","github_url":"https://github.com/AtomicBot-ai/atomic-agent","owner":"AtomicBot-ai","repo":"atomic-agent","owner_avatar_url":"https://avatars.githubusercontent.com/u/259533419?v=4","primary_language":"TypeScript","stars":2523,"forks":246,"topics":["agents","ai-agent","browser-automation","cli","gbnf","gguf","hermes-agent","llama-cpp","llm","local-ai-agent","local-first","local-llm","mcp","nodejs","openai","openclaw","playwright","tui","typescript"],"archived":false,"github_pushed_at":"2026-09-17T16:56:38+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/atomicbot-ai-atomic-agent","markdown_url":"https://www.graphcanon.com/tools/atomicbot-ai-atomic-agent.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/atomicbot-ai-atomic-agent","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=atomicbot-ai-atomic-agent","shared_categories":["ai-agents"]},{"slug":"internlm-lagent","name":"lagent","tagline":"A lightweight framework for building LLM-based agents","github_url":"https://github.com/InternLM/lagent","owner":"InternLM","repo":"lagent","owner_avatar_url":"https://avatars.githubusercontent.com/u/135356492?v=4","primary_language":"Python","stars":2276,"forks":238,"topics":["agent","gpt","llm","transformers"],"archived":false,"github_pushed_at":"2026-08-03T07:18:16+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/internlm-lagent","markdown_url":"https://www.graphcanon.com/tools/internlm-lagent.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/internlm-lagent","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=internlm-lagent","shared_categories":["ai-agents"]},{"slug":"future-agi-future-agi","name":"future-agi","tagline":"Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications","github_url":"https://github.com/future-agi/future-agi","owner":"future-agi","repo":"future-agi","owner_avatar_url":"https://avatars.githubusercontent.com/u/147392366?v=4","primary_language":"Python","stars":2032,"forks":627,"topics":["ai-agents","ai-evals","ai-gateway","ai-optimization","ai-simulations","evaluation-framework","guardrails","hallucination-detection","llm","llm-evaluation","llm-observability","llmops","model-evaluation","observability","opentelemetry","rag","rag-evaluation","simulation","telemetry","tracing"],"archived":false,"github_pushed_at":"2026-09-18T08:15:25+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/future-agi-future-agi","markdown_url":"https://www.graphcanon.com/tools/future-agi-future-agi.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/future-agi-future-agi","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=future-agi-future-agi","shared_categories":["evaluation-observability","ai-agents"]},{"slug":"scale3-labs-langtrace","name":"langtrace","tagline":"Open Telemetry based observability tool for LLM applications","github_url":"https://github.com/Scale3-Labs/langtrace","owner":"Scale3-Labs","repo":"langtrace","owner_avatar_url":"https://avatars.githubusercontent.com/u/110545750?v=4","primary_language":"TypeScript","stars":1232,"forks":127,"topics":["ai","datasets","evaluations","gpt","langchain","llm","llm-framework","llmops","observability","open-source","open-telemetry","openai","prompt-engineering","tracing"],"archived":false,"github_pushed_at":"2025-11-17T15:08:48+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/scale3-labs-langtrace","markdown_url":"https://www.graphcanon.com/tools/scale3-labs-langtrace.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/scale3-labs-langtrace","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=scale3-labs-langtrace","shared_categories":["evaluation-observability"]},{"slug":"framerslab-agentos","name":"agentos","tagline":"TypeScript AI agent framework providing cognitive memory and runtime tool forging with support for multi-agent orchestration","github_url":"https://github.com/framerslab/agentos","owner":"framerslab","repo":"agentos","owner_avatar_url":"https://avatars.githubusercontent.com/u/184314983?v=4","primary_language":"TypeScript","stars":670,"forks":97,"topics":["agent-framework","agent-memory","agentic-ai","ai-agent-framework","ai-agents","autonomous-agents","cognitive-memory","emergent-behavior","guardrails","hexaco","llm","llm-orchestration","long-term-memory","multi-agent","rag","runtime-tool-generation","tool-use","vector-search","voice-ai"],"archived":false,"github_pushed_at":"2026-09-18T18:26:34+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/framerslab-agentos","markdown_url":"https://www.graphcanon.com/tools/framerslab-agentos.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/framerslab-agentos","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=framerslab-agentos","shared_categories":["ai-agents"]},{"slug":"oxbshw-llm-agents-ecosystem-handbook","name":"LLM-Agents-Ecosystem-Handbook","tagline":"One-stop handbook for building, deploying, and understanding LLM agents","github_url":"https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook","owner":"oxbshw","repo":"LLM-Agents-Ecosystem-Handbook","owner_avatar_url":"https://avatars.githubusercontent.com/u/212214682?v=4","primary_language":"Python","stars":550,"forks":91,"topics":["ai","ai-agent","ai-agents","fine-tuning","finetuning-llms","freamework","llm","llmops","local-development","mcp-server","memory","rag","rag-chatbot","voice-agent"],"archived":false,"github_pushed_at":"2026-06-30T12:22:57+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/oxbshw-llm-agents-ecosystem-handbook","markdown_url":"https://www.graphcanon.com/tools/oxbshw-llm-agents-ecosystem-handbook.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/oxbshw-llm-agents-ecosystem-handbook","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=oxbshw-llm-agents-ecosystem-handbook","shared_categories":["evaluation-observability","ai-agents"]},{"slug":"mlhher-late-cli","name":"late-cli","tagline":"Orchestrate an entire AI dev team on 5GB VRAM with zero config.","github_url":"https://github.com/mlhher/late-cli","owner":"mlhher","repo":"late-cli","owner_avatar_url":"https://avatars.githubusercontent.com/u/263016422?v=4","primary_language":"Go","stars":431,"forks":45,"topics":["agent","ai-agent","ai-coding-assistant","ai-skills","autonomous-agents","claude-code","coding-agent","deepseek","glm","harness","kimi","llm","llm-orchestration","local-ai","local-llm","long-horizon","long-horizon-agents","mcp","qwen"],"archived":false,"github_pushed_at":"2026-09-17T16:05:16+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/mlhher-late-cli","markdown_url":"https://www.graphcanon.com/tools/mlhher-late-cli.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mlhher-late-cli","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mlhher-late-cli","shared_categories":["ai-agents"]}]}}