code-intelligence

~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

goto.dev - Pull request superpowers

Local code search for AI agents: cheaper, faster and sweeter. Because maybe grep isn't all you need... 🍬

Local-first repo memory and context for coding agents.

Constellation Extension for Gemini CLI

Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt binaries.

AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP)

A DeepSeek Harness plugin that puts graft — a prebuilt graph of every symbol, its file:line span, and who calls what — in front of both you and the model.

CodeGraphX (CGX) — a local, token-efficient codebase graph engine & MCP server for AI coding agents. Tree-sitter parsing, a bi-temporal SQLite semantic graph, O(1) symbol lookup, and impact/blast-radius tracing so agents answer 'what breaks if I change this?' in a few hundred tokens.

AI-powered code search MCP server using Exa API for intelligent code search and retrieval in AI assistants

The public home for FifthDev and Fabric: reliable agent context, local code intelligence, and governed workflows.

Local, deterministic code intelligence for developers and AI coding assistants — cited answers about symbols, callers, references, routes, and change impact, without dumping your repo into a context window.

Veyra — Engineering Intelligence for Coding Agents. Persistent engineering memory + optional AST code intelligence (Dual-Brain) for DeepSeek Harness. Zero runtime npm dependencies.

AI-native codebase analysis engine for automated repository understanding, service maps, API schemas, and business logic extraction.

Pi-agent wrapper around codebase-memory-mcp: derived code knowledge (call graphs, blast radius) over a harness-owned trust boundary

A curated list of tools and resources for understanding codebases, dependencies, architecture, changes, and AI context.

Codebase Memory MCP bridge plugin for DeepSeek Harness: knowledge-graph code search, AST snippets, architecture analysis, call-graph tracing, auto-started graph UI, bundled skill, and /cbm command.

Self-hosted code maps and MCP access for AI, with GitLab, GitHub and generic Git sync, a web dashboard, and repository-scoped tokens.

Persistent project memory and intelligence layer for Codex and AI coding agents.