antiv

antiv/mate

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

8 good first / help-wanted issues · Python · last activity Sep 26, 2026

92 stars 12 forks 92 watchers Python Apache License 2.0
agent-orchestration ai-agents dashboard fastapi google-adk litellm llm mcp multi-agent ollama python self-hosted
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8 Open Issues Need Help Last updated: Sep 26, 2026

Open Issues Need Help

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docker-compose.yml overrides .env values and requires an unused DB_PASSWORD about 1 hour ago
bug good first issue P2 devops
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
Agent server is started with 'python' from PATH instead of the running interpreter about 1 hour ago
bug good first issue P2 devops
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
Dashboard text out of step with behaviour (hallucination label, throttle, untranslated string) about 2 hours ago
bug good first issue P2 dashboard
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
feat: collect response ratings from standalone builds 7 days ago
enhancement help wanted good first issue
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
Add a Content-Security-Policy header 7 days ago
enhancement help wanted
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
feat: evals against a stored version on the LangGraph runtime 7 days ago
enhancement help wanted
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
feat: version memory blocks, so they can be rolled back 7 days ago
enhancement help wanted
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted
Pass onclick arguments as JSON on the remaining admin pages 7 days ago
good first issue
antiv/mate
92

Production-ready multi-agent orchestration engine built on Google ADK. Database-driven agent config, 50+ LLM providers, MCP protocol, persistent memory, web dashboard, RBAC.

Python
#agent-orchestration#ai-agents#dashboard#fastapi#google-adk#litellm#llm#mcp#multi-agent#ollama#python#self-hosted