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Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
typescript ai sqlite mcp opencode embeddings knowledge-graph persistent-memory ai-agents code-context llm mcp-server claude-code coding-agent agentic-coding
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
cli ai retrieval mcp openai developer-tools cursor deterministic claude code-intelligence zero-dependencies code-context github-copilot llm token-reduction ai-code-review hallucination-detection verifiable-ai code-signatures ai-grounding
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.
tree-sitter mcp code-analysis codegraph semantic-analysis scip finops code-context code-graph vector-database context-engine agent-tools agentic-workflow vibe-coding coding-agent agentic-coding agentic-engineering agent-context token-savings context-budget
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.
search ai code mcp developer-tools codex ai-agents claude rag code-context vector-database claude-code
🚀 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.
python windows desktop-application pair-programming developer-tools tkinter claude tkinter-gui code-context ai-assistant chatgpt ai-collaboration
Your coding agent starts every session blank. Rekal is the memory your team is missing
git cli golang embeddings developer-tools memory-management semantic-search rag code-context duckdb llm ai-coding agent-memory claude-code
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.
extension code-generator visual-studio-code gpt multi-modal cline owasp-top-10 human-ai code-context presidio code-index generative-ai claude-3-5-sonnet hai-build
Stop making AI agents uselessly rediscover your codebase.
python cli ai mcp code-search developer-tools cursor agents codex ai-agents code-context local-first llm project-export ai-coding model-context-protocol mcp-server vibe-coding claude-code context-engineering
Turn any folder or Git repo into safe, token-efficient context for LLMs, AI chats, and coding agents like Claude Code, Codex, and Cursor — local-first GUI, TUI, CLI, and a read-only MCP server with Live Context, agent journal, Smart Ignore, secret/PII redaction, Git scopes, and code compression. Windows, macOS, Linux.
cli dotnet mcp tui avalonia developer-tools ai-agents code-context pii-detection local-first secret-scanning llm context-compression llm-context model-context-protocol mcp-server claude-code token-optimization ai-context context-engineering
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)
gitignore git cli productivity automation pypi developer-tools repository-tools command-line-tool code-context ai-tools llm prompt-engineering context-generation
A budget-aware context compiler for coding agents - scan, grade, spark-test for secrets, and pour a hard-budget context pack with a stamped manifest.
rust cli typescript static-analysis deterministic code-context secrets-detection context-window token-budget llm-tooling
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
cli csharp dotnet mcp developer-tools claude cli-tool code-context llm prompt-engineering chatgpt llm-tools model-context-protocol mcp-server ai-coding-assistant
Smart code context extractor for AI assistants
go cli golang ai tokenizer code-analysis developer-tools codebase command-line-tool claude code-context ai-tools llm prompt-engineering prompt-generator chatgpt context-window code2prompt llm-prompts
Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.
go golang tree-sitter mcp incremental knowledge-graph code-search codex claude code-context llm ai-coding model-context-protocol claude-code agent-skill
About Essays, and Poc on using runtime evidence to build cleaner code context for AI to reduce hallucinations.
debugging ai instrumentation developer-tools code-review dynamic-analysis software-engineering runtime-analysis code-context ai-assisted-development code-understanding llms hallucination-reduction
Parse code context in a single line of javascript, for functions, variable declarations, methods, prototype properties, prototype methods etc.
nodejs javascript parser documentation docs parse js context comments jonschlinkert code-comments code-context
pmc(pack-my-code): A tiny binary tool that “packages” your project code, suitable for sending to large language models.
cli lua developer-tools codebase command-line-tool productivity-tools code-context llm prompt-engineering llm-tools code-packaging
AI codebase context tool that analyzes, ranks, and compresses repositories into optimized context files for LLMs, AI coding assistants, and MCP workflows.
nodejs cli typescript ai mcp gemini developer-tools cursor claude code-context repository-analysis llm chatgpt context-window model-context-protocol mcp-server claude-code ai-coding-assistant token-optimization codebase-context
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.
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