MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript,Java, Go, and C#.

GRASP - Code architecture visualizer with 100+ tools MCP server. Dependency graphs, security, ORM tracking, git change impact, Kuzu graph v2. Works with GitHub, GitLab, local dirs. 34 languages. Zero data collection.

CodeT5 LLM fine-tuned with C++ code from KDE

🔭 V.I.S.O.R. — Visual Intelligence System for Orchestrated Reasoning. A local-first MCP server that indexes your codebase via AST parsing, ranks code with a 5-signal scoring engine, and delivers surgical context to AI coding agents. Works with Antigravity, VS Code, Cursor, and Claude Code.

Persistent code graph for AI agents. Tree-sitter → SQLite → MCP. Agents store understanding once, skip re-reads forever. 51–1500x fewer tokens.

Codebase intelligence for AI editors. Drop a GitHub URL or ZIP to get an interactive knowledge graph of every function, class, and dependency. Built-in RAG agent lets you chat with the repo. CLI indexes locally and generates CLAUDE.md or .cursorrules so Cursor and Claude Code understand your full architecture.

UISH Yyet OS: AI Experimental, multi-desktop operating system built in a single html web file with advanced theming, runtime interpretation, and dual-reality (System/MNW) environments built entirely in HTML/CSS/JS.

Stacklit: AI Codebase Indexing 2026 – Zero-Setup Local Repo Mapping for Agents

OntoSoma — your system's living body, always equal to the code. Ontology toolkit for AI-driven dev/ops/iteration.

Rustic SQLite Code Graph 2026 – 28 Languages, 238 Commands, Zero API Keys

StandardBeagle Super Toolkit 2026 - AI Agent & Code Intelligence Bundle

Pi LSP Extension 2026: AI Code Diagnostics, Navigation, and Refactoring Tool

Production incident, two contexts, one answer — composes the Splunk MCP Server + SigMap MCP Server in parallel, fused by a Splunk-hosted model (gpt-oss-120b) into one grounded, scored answer. Splunk Agentic Ops Hackathon · Platform & Developer Experience.