The Tool Every AI Coder
Will Thank You For
One SQLite file. 35 programming languages. 70 MCP tools with LSP code intelligence. Enable semantic search, relationship mapping, and persistent memory for any AI coding agent—completely local and private.
curl -fsSL https://devscriptor.io/install.sh | shOr see all installation methods
Everything You Need
for AI-Powered Development
A complete toolkit built in Rust for turning your codebase into an AI-navigable knowledge graph
Built in Rust
3-5x faster parsing with memory safety and zero-cost abstractions.
Single SQLite Database
All codebase knowledge in one portable file with SQL querying and vector search.
Code Graph Analysis
Entity extraction, relationship mapping, and architectural pattern recognition.
LSP Code Intelligence
38 LSP tools providing IDE features via 4-tier auto-detection system.
35 Programming Languages
Universal code analysis via individual tree-sitter parsers for web, systems, JVM, and more.
Gitignore Filtering
Automatic respect for .gitignore patterns using ripgrep's ignore engine.
Priority Scanning
Intelligent file prioritization: entry points first, tests last for optimal analysis.
Context Graph Memory
AI agents that remember across sessions with 7 structured note types.
100% Local & Private
Your code never leaves your machine. Zero external dependencies, complete privacy.
MCP Server Built-in
Native integration with 70 total tools: 27 Core + 38 LSP + 5 Architecture.
Semantic Search
Find code by meaning with local Jina embeddings—no API keys required.
Relationship Mapping
Automatic detection of inheritance, calls, imports, and data flow across files.
Install
Install via curl, Homebrew, APT, Scoop, Winget, Docker, or build from source.
Scan
Point Devscriptor at your codebase. It scans 35 languages with gitignore filtering and priority scanning.
Analyze
All knowledge stored in SQLite—entities, relationships, and vector embeddings for semantic search.
Connect LSP
4-tier auto-detection finds or installs language servers: Config → Bundled → System → VS Code → Auto-install.
Query
AI connects via MCP with 70 tools: 27 Core + 38 LSP + 5 Architecture tools.
Get Started in Minutes
Multiple installation methods for every platform. Choose what works best for you.
Quick Install (macOS/Linux)
curl -fsSL https://devscriptor.io/install.sh | shWorks With Your Favorite AI Agents
Native MCP server with 70 total tools: 27 Core + 38 LSP + 5 Architecture
Core Analysis
scansearchanalyzesemantic_searchget_relationshipsadd_context_noteLSP Intelligence
get_hoverget_definitionget_referencesget_completionscall_hierarchydiagnosticsArchitecture
detect_lspinstall_lspcheck_prerequisitesserver_statuslsp_setupSupported AI Agents
AI Agents That Remember
Long-term memory system that persists knowledge across AI sessions with 7 structured note types
File Context Workflow
Single-description-per-file with modification chains. Continue exactly where you left off.
Code Linking
Link notes to functions, classes, or files. Auto-detects stale context when code changes.
Context-First Queries
AI queries Context Graph before Code Graph for efficient semantic search.
7 Structured Note Types
Comprehensive knowledge capture for any scenario
Your Code Never Leaves Your Machine
100% local processing. Completely isolated. Perfect for proprietary codebases.
Zero External Dependencies
Everything runs locally. No cloud services, no external APIs.
SQLite Database
Your codebase knowledge stored in a single local file.
Works Offline
No internet connection required. Analyze code anywhere.
Sandboxed Environment
Completely isolated from system processes.
Devscriptor vs Cloud Solutions
| Feature | Devscriptor | Cloud |
|---|---|---|
| Code leaves your machine | - | |
| Requires internet connection | - | |
| Third-party data processing | - | |
| Works with local LLMs | - | |
| Zero API costs | - |