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

Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with precision tools. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for faster, smarter context on large codebases.

🚀 Desktop tool for extracting code context to enhance AI-assisted development. Visualize project structure, export multiple files with one-click, and get more accurate suggestions from AI assistants while keeping your code private.

Your coding agent starts every session blank. Rekal is the memory your team is missing

VS Code extension that streamlines development workflows through AI-powered task execution, intelligent file management, and automated code generation. Built on Cline, it integrates with various LLMs to enhance productivity and code quality while simplifying complex development tasks.

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.

Emacs package that provides code context or breadcrumbs similar to context.vim, topsy or vscode's sticky scroll feature. Like a stepping stool for your window.

A better "ls". View folder structures and copy entire codebases for prompting LLMs (works with gitignore)

Smart code context extractor for AI assistants

CLI tool & MCP server that turns a codebase into text for an LLM to see its context — feed code to ChatGPT, Claude, or any AI coding assistant

About Essays, and Poc on using runtime evidence to build cleaner code context for AI to reduce hallucinations.

Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.

Parse code context in a single line of javascript, for functions, variable declarations, methods, prototype properties, prototype methods etc.

pmc(pack-my-code): A tiny binary tool that “packages” your project code, suitable for sending to large language models.

Persistent context engine for Claude Code — turn any codebase into a .context/ folder Claude navigates instead of grepping. Deterministic AST backbone (tree, symbols, graph, conventions) + a multi-agent council that fills in the judgment.

Claude Code plugin that writes grounded, verified context for your coding agent — every claim checked against your code. Lean CLAUDE.md + deep docs, 100% local, MIT.

High-performance, low-latency MCP server for local code context. Features AST-aware symbol graphs, semantic reranking, and PageRank-scored search for AI agents (Claude, Cursor, and more).

Deterministic context intelligence for code