code-intelligence

~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server

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

Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.

goto.dev - Pull request superpowers

Local-first repo memory and context for coding agents.

Constellation Extension for Gemini CLI

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

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

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.

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.

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

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

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

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

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

Local-first technical flow explorer with versioned graph context for developers and coding agents.

Symvanta gives your AI coding agent your codebase's real call graph over MCP, so it stops guessing and knows what breaks before it edits.

Provide fast local code search, indexing, and retrieval using Rust and Python tools with AI-assisted context and symbol analysis.

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