{"repo":"Agience/agience-core","free":true,"listed":false,"github":"https://github.com/Agience/agience-core","clone":"git clone https://github.com/Agience/agience-core.git","description":"The operating system that AI workflows trust. Structure messy inputs. Establish identity. Track provenance. Build the durable data layer your AI workflows need to be trusted, reusable, and auditable.","language":"Python","stars":39,"topics":["ai-agents","fastapi","knowledge-management","mcp","model-context-protocol","opensearch","provenance","semantic-search","workflow-automation","mcp-gateway"],"license":null,"category":"mcp-servers","readme_excerpt":"Agience The operating system that AI workflows trust. Agience turns AI-generated output into durable, governed knowledge artifacts with identity, provenance, and version history so humans and agents can safely collaborate on the same information substrate. --- Why Agience AI generates output. It doesn't create trust. Any LLM can produce summaries, drafts, and decisions at scale — but without identity and provenance, those outputs have no chain of custody and no reason for anyone downstream to build on them. Agience is what turns AI output into something an organization can actually rely on. When an agent ingests a transcript, the result is a set of typed artifact objects — decisions, actions, constraints — committed into versioned collections under human review. The same object a human edits in the UI is the object an agent reads over MCP. Accountability follows from the architecture, not from policies or prompts. --- Core Properties Artifacts, not files. Every object — document, transcript, agent config, MCP server registration, collection entry — is an artifact. Typed content, structured context, stable ID, full version history, and a record of what produced it. Human-in-the-loop is structural. Approval gates are first-class operators in any workflow, not a policy layer you bolt on later. The architecture enforces the boundary; it does not rely on prompts. MCP-native throughout. Agience is both an MCP server (exposing tools to VS Code, Claude Desktop, Cursor, or any compati","default_branch":null,"files":null,"tree":[],"storefront":"/r/Agience","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Agience/agience-core/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}