parallax-labs/context-harness

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Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.

42 ★4 forksRustUpdated 1mo ago

What you need to know

Local-first context ingestion tool that captures and structures context from files, web, IDE and clipboard into a SQLite store. Exposes an MCP-compatible HTTP API and a ctx CLI for retrieval.

Key features

  • ✓Local-first context ingestion into SQLite
  • ✓MCP-compatible HTTP endpoint and ctx CLI

Best for

Building a searchable local context store for AI agents

Clients: MCP-compatible clients · ctx CLI
Documentation ↗

Reviewed 2026-08-11

Topics

claudecursorembeddingslocal-aimcpmodel-context-protocolragrustsqlite
Stars
42★
Forks
4
Language
Rust
License
AGPL-3.0
Created
2026-02-21
Last push
2026-07-11