Context Harness

Example Use Cases

• 1

  Ingest and search local and external knowledge sources efficiently.

• 2

  Hybrid keyword and semantic retrieval of context.

• 3

  Expose context via an MCP-compatible HTTP server.

Description

Context Harness ingests external knowledge from various sources like files, Git repos, S3, and Lua scripts into a local SQLite store with optional embeddings. It provides a CLI and an MCP-compatible HTTP server to enable AI tools such as Cursor and Claude to search and retrieve context efficiently. The framework supports multi-format files, hybrid retrieval, incremental sync, and extension registries for community connectors and tools.