#search

Agent Reach (Panniantong/Agent-Reach, MIT) is a Python CLI that gives coding agents read commands for web and social channels. Checked 3 November 2026, version 1.6.1 matches the latest release, and the PyPI package agent-reach is a different project.

XERJ (xerj-org/xerj, Apache-2.0, Rust) is a local-first search engine and MCP server for AI agents. One binary auto-indexes folders of code, docs, logs and PDFs into BM25, vector and hybrid search behind an Elasticsearch-compatible API, with an agent memory endpoint. Its headline claim is fewer output tokens for "reference coding". Release candidate (v1.0.0-rc.97), asks users for a field-report PR.