JSPM

Graph-powered code intelligence for AI agents.

Second brain for AI agents working on your codebase - team coding patterns detection, persistent memory, edit readiness checks, and hybrid search with evidence scoring. Local-first MCP server

Symbiote bonds with your AI tools — giving them memory, context, and your coding DNA.

Wire DSL language definitions for Monaco, VS Code, and other editors. Keywords, components, properties, autocompletion, grammar, and document parsing.

AI code indexing tool for analyzing JS/TS code structure and generating structured code maps to help AI understand code quickly

MCP Server for Cog - Semantic Code Intelligence

Experimental project studying how AI coding agents navigate codebases. Builds dependency graphs, predicts edit targets and measures what actually helps.

Code Intelligence MCP Server - Standalone HTTP mode for multi-client setups

An enhanced MCP server providing intelligent semantic code search with find-similar-code, recency ranking, and improved chunking. Fork of smart-coding-mcp.

Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture

Niro MCP Server — code intelligence for AI coding assistants

Zero-config codebase context for AI agents. One command generates a ~250-token navigation map and auto-configures Claude Code, Cursor, and Aider.

Index Salesforce org metadata into SQLite and serve it to Claude Code via MCP. 12 typed parsers, 18,600+ dependency relationships, full-text search. One tool call replaces dozens of file searches.

aOa platform binary (darwin-arm64)

IANA-registered format (application/vnd.faf+yaml) • Persistent project context • MCP server for Claude Desktop • MIT License

Local-first AI code intelligence. Indexes your codebase, returns minimal context bundles for LLMs. 50-70% token reduction. MCP + VS Code + CLI.

Code Intelligence MCP Server - Smart context for your LLM coding agent

智能代码分析工具 - 支持语义搜索、调用链分析和代码结构可视化，对大模型/AI agent 友好

Code intelligence and RAG primitives for design system and codebase indexing

IDE refactoring, but for AI agents. Compiler-powered code operations as a CLI.

MCP server providing semantic code intelligence — symbol search, references, call graphs, impact analysis, and architecture diagrams via tree-sitter

MCP server for Maguyva — code intelligence with semantic, structural, and text search across your codebase

aft-mcp binary for Windows x64

MCP server for agent-oriented TypeScript analysis, repository discovery, and web workspace context.

Knowledge base framework — code intelligence, semantic search, and documentation for Titan ecosystem

Semantic compression for Claude and Gemini. O(1) indexed search resolves meaning, depth, and intent in under 5µs. Self-learning, single binary, zero config. 90%+ fewer tokens.

Dejavu CLI - persistent memory for Claude Code. Reads local files and syncs them to the Dejavu remote server.

aOa platform binary (linux-arm64)

PI extension for native GitNexus code-intelligence integration

aft-mcp binary for Linux x64

Local code intelligence layer for Claude Code — indexes codebases into a SQLite graph database with symbols, dependency edges, and PageRank

LeIndex MCP Server - Semantic code search for AI tools (auto-installing binary wrapper)

Local repository intelligence CLI with MCP server support

Simple Language MCP server — 99 tools for code intelligence, debugging, build, VCS, and analysis. Native binary, no Node.js runtime needed.

Zero-Token Pre-Analysis Layer for codebase analysis

An extensible MCP server that enhances coding productivity with AI-powered features including semantic code search, intelligent indexing, and more, using local LLMs

aOa platform binary (linux-x64)

aft-mcp binary for macOS ARM64 (Apple Silicon)

Momental CLI — code intelligence indexer and agent listener

Tree-sitter powered code analysis MCP server for Claude Code

aft-mcp binary for macOS x64 (Intel)

aOa platform binary (darwin-x64)

Persistent codebase knowledge layer for AI agents — architecture, dependencies, coupling, and risk served via MCP

Codebase knowledge and intelligence for coding agents: semantic indexing, confidence-calibrated retrieval, quality gates, and self-healing onboarding.

Codebase intelligence MCP server for AI coding agents

AI-powered semantic code search for coding agents. MCP server with multi-provider embeddings and hybrid search.

The definitive all-in-one Model Context Protocol server for AI-assisted coding across 30+ platforms

Connect your editor to GitNexus Hub — one command MCP setup + project context

aft-mcp binary for Linux ARM64

Codebase intelligence CLI - fast symbol lookup, dependency tracing, and code navigation for AI assistants

OpenCode plugin with specialized agents (explorer, librarian, oracle, ui-planner), background tasks for parallel execution, and smart orchestration

MCP server providing 15 AI-optimized tools for GDScript code analysis via Godot's built-in LSP

Persistent structural knowledge graph for codebases — MCP tools + CLI tree explorer

TypeScript Language Server exposed via MCP for AI agents

Drift Cortex - AI memory system that understands code as code, not text. Provides tribal knowledge, pattern rationales, procedural memory, and self-healing validation.

A blazingly fast MCP server for code intelligence - multi-language parsing, semantic search, call graphs, security scanning

Mind Map Model Context Protocol server for Claude Code - intelligent project knowledge graph with brain-inspired intelligence

Simple Language LSP-MCP bridge — definition, references, hover, symbols, and diagnostics via MCP. Native binary, no Node.js runtime needed.

Unified MCP server aggregating multi-language LSP backends for code intelligence

MCP proxy client for ArchCode code intelligence — connects Claude Desktop to your remote indexing server

AI software engineer — terminal-based repository intelligence engine

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.

Kite integration for JupyterLab

Graph-powered code intelligence for AI agents. Scan any codebase, query via MCP or CLI.

MCP server exposing Pyright LSP features for Python code intelligence

Detect, install, and manage development environments. Scan & visualize all your local code projects. MCP-native.

Portcullis AI Code Guardian integration for OpenAI Codex CLI

程式碼智能工具集 for AI Agents

X-ray vision for your codebase — semantic knowledge graph that saves AI coding agents 30%+ tokens. Pre-built code intelligence for Claude Code, Cursor, Windsurf via MCP.

GDScript LSP bridge for AI coding agents - stdio to TCP bridge for Godot's Language Server

MCP server for Language Server Protocol integration

Codebase reconnaissance for spec-driven development. Transforms brownfield codebases into AI-ready intelligence documents through progressive disclosure.

Local-only code intelligence tool for CLI agents. SQLite-backed repository indexing and code search via MCP.

Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.

Advanced code intelligence plugin for Claude Flow V3 - semantic search, architecture analysis, refactoring impact, module splitting, and pattern learning

AI-Powered End-to-End Task Implementation & blazingly fast Codebase-to-LLM Context Bridge

Fabric MCP server — 17 tools for code intelligence, governance, and persistent memory across Claude sessions

Local-first codebase context engine for AI coding tools

Local semantic code search for AI assistants via MCP

Neo4j-backed code knowledge graph — parses source code annotations and documentation into a queryable graph for AI agents and developers

Enterprise Developer Friction Intelligence Agent - Uses GitHub's AI platform (Models API) for behavioral analysis and actionable insights. Built for Microsoft developers.

Deep code intelligence for AI agents — persistent, relational codebase understanding powered by SpacetimeDB

Unified context MCP server — memory, code intel, and cross-referencing for AI coding agents

MCP server providing TypeScript/JavaScript code intelligence using the official TypeScript Language Service

Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.

Persistent knowledge memory layer for AI agents. Rust core, Postgres + pgvector backend, MCP protocol.

Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture

Language Server Protocol integration for JupyterLab

CodeGraph MCP server — cross-language code intelligence with 28 tools, 17 languages

MCP server and CLI that turns engineering activity into narrative reports for AI agents

MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP

Git Intelligence MCP Server — deep repository analytics from commit history

IANA-registered format (application/vnd.faf+yaml) • Persistent project context • MCP server for Claude Desktop • MIT License

MCP server that bridges Claude Code with clangd LSP for enhanced C++ code intelligence

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

MCP server and CLI that turns engineering activity into narrative reports for AI agents

CLI tool for Spec-This code intelligence platform

NeuroLint CLI - Deterministic code fixing for TypeScript, JavaScript, React, and Next.js with 8-layer architecture including Security Forensics, Next.js 16, React Compiler, and Turbopack support

Codebase Intelligence Beyond Context Limits - AI-powered analysis for entire projects

Code intelligence engine for AI coding assistants

Codebase intelligence engine — hybrid search, polyglot dependency graphs, context artifacts via MCP

An enhanced MCP server providing intelligent semantic code search with find-similar-code, recency ranking, and improved chunking. Fork of smart-coding-mcp.

Fork of smart-coding-mcp with Gemini embedding + Milvus ANN search. Drop-in MCP server for AI-powered semantic code search.

NOMIK — The Living Blueprint. AI-native code intelligence graph CLI. Scan, watch, query your codebase knowledge graph.

AI-powered command-line tool for code modifications and project management that supports multiple AI models and routers.

Pure Rust MCP server bridging Language Server Protocol functionality to AI coding assistants

Supercharge Claude Code with semantic code intelligence. 30% fewer tokens, 25% fewer tool calls, 100% local.

Core functionality for Ariadne - Find references and definitions in your codebase using tree-sitter

Autonoma Code v4.0 - AI-powered development platform with 28 specialized agents, LSP integration, and background task execution

Model Context Protocol server for Ariadne - Expose code intelligence capabilities to AI agents

Model Context Protocol server for Ariadne - Expose code intelligence capabilities to AI agents

Production-grade MCP server for semantic coding workflows and AI coding-agent acceleration.

🚀 CodeSort Server v2.0.0 - Simplified, robust MCP server for code analysis. Works with Claude Desktop, Claude CLI, and other AI tools. Zero configuration required.

Multi-service daemon providing TypeScript, ESLint, Prettier, and GraphQL analysis for Claude Code with automatic hooks

Universal language-agnostic context blob generator

Graph-powered code intelligence CLI for TypeScript

Pyright/Pylance language server for MCP - Enhanced Python IntelliSense for Claude Desktop

MCP Server for code intelligence capabilities (Embedding, Graph-RAG, Call-chain tracing, Bug locator)

Metis MCP Server - Code intelligence tools for Cursor/VS Code AI chat

MCP client for CodeWeave - AI-powered development context builder

Core indexing and search functionality for h-codex

Semantic code search CLI with local and Postgres-backed cloud profiles

Node.js SDK for Autodoc - AI-powered code intelligence

Codebase intelligence as an MCP server — semantic code graph with 32 languages, 44 tools, and 68% token reduction

Intelligent MCP server for LLM context management — progressive disclosure, dependency graphs, relevance ranking

Shared code intelligence infrastructure for AI agents. LSP for AI.

Codebase intelligence for AI agents - extracts code structure and validates code quality

MCP Service for Intelligent Code Suggestion - Components and Utilities Recommendation

Transform code repositories into strategic intelligence using extensible AI agents. Analyze technical debt, business value, and deployment readiness automatically.

MCP server for Language Server Protocol integration

IANA-registered format (application/vnd.faf+yaml) • Persistent project context • MCP server for Claude Desktop • MIT License

TypeScript type inference and symbol navigation MCP server for Claude Code

Local-only code intelligence tool for CLI agents. SQLite-backed repository indexing and code search via MCP.

Universal code intelligence MCP server - analyze any codebase with TypeScript excellence and multi-language support

AI-native Contextual Code Engine — semantic code search via MCP

Bridge server connecting browser and server errors to Claude Code - includes MCP server, NestJS, Prisma, and Express integrations

Deep code intelligence + AI subagents via MCP. Local-first semantic code search, GitHub integration, and development planning for AI tools like Cursor and Claude Code.

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

Detect JavaScript & TypeScript errors and make codes more optimized.

AI-powered code intelligence with semantic search and natural language querying

Fast C++ code intelligence CLI tool for humans and AI agents. Provides semantic search, source code reading and usage lookups.

A powerful MCP (Model Context Protocol) server that indexes and analyzes TypeScript/JavaScript projects, providing intelligent code exploration, dependency tracking, method discovery, and project structure analysis for AI assistants and development tools.

Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.

Your code's cortex — intelligent AI assistant with multi-provider support, code analysis tools, and smart context. Think faster. Build smarter.

React-specific code analysis for CodeIntel

SCIP code intelligence tools for pi-coding-agent (Python, TypeScript/JavaScript)

Core code intelligence and analysis engine

MCP server for codebase intelligence — patterns, conventions, architecture, and rationale for AI coding agents

Core code intelligence engine with free CLI adapter

MCP Black Shader — Connect your AI assistant to 470+ premium web animation projects. Semantic code search for GSAP, Three.js, Lenis, Framer Motion and more.

Advanced Function Logic Analysis MCP Server - Identifies and analyzes function logic patterns in code, integrates with zrald1 for comprehensive code intelligence

Deterministic code intelligence tool producing evidence-backed architecture diagrams and feature-test traceability matrices

🧠 CodeIntel CLI - Understand any codebase instantly

Living code intelligence - track AI changes at function level. No more commits, only ghosts!

Fast TypeScript symbol search using SCIP code intelligence indexes

Advanced Function Logic Analysis MCP Server - Identifies and analyzes function logic patterns in code, integrates with zrald1 for comprehensive code intelligence

Sequential Thinking MCP Server - Advanced reasoning and analysis using data from zrald1 and zrald2 for comprehensive code intelligence

Graph-RAG code indexer for AI agents — token-efficient code search via MCP tools backed by Neo4j

Constellation Plugin for OpenCode

Graph RAG for private codebases — index code into a knowledge graph with semantic search and MCP server. Self-hosted, no code leaves your machine.

Behavioral code context for Claude Code using git co-edit intelligence.

Fast code intelligence engine for AI coding agents — single static binary MCP server

Semantic code graph engine - AST chunking, LSP relationships, vector embeddings for code intelligence

AST-based code intelligence plugin for Claude Code: search symbols, trace call graphs, generate comments, and provide structured context for any repository

codegraph fork with an always-on filesystem watcher daemon — graph stays fresh even when Claude Code is closed.

CLEO project registry and code intelligence — unified nexus package