Code Intelligence Python Packages

roam-code

Architectural intelligence layer for AI coding agents. Structural graph, architecture governance, multi-agent orchestration, vulnerability mapping. 139 commands, 101 MCP tools, 26 languages, 100% local.

repowise

Codebase intelligence for AI-assisted engineering teams — auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

axoniq

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.

synapps-mcp

An MCP server plus a CLI tool that uses LSPs to index local code into a graph database to provide context to AI assistants.

visor-mcp

🔭 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.

chisel-test-impact

Test impact analysis and code intelligence for LLM agents. Zero dependencies. 15 MCP tools.

llmcc

multi-depth architecture views for code understanding and generation in extremely fast speed

flyto-indexer

Code intelligence MCP server — impact analysis, semantic search, dependency graphs. Works with Claude Code, Cursor, Windsurf.

aurora-actr

Code-aware memory and intelligence for AI coding assistants

godotlens-mcp

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

synapse-mcp

Persistent MCP server — session memory, engineering pipeline, and living knowledge base for AI agents

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

blindspot-mcp

The External Brain for AI Coding Agents — see what your LLM can't see

codesurface

Give your AI agent instant API lookups instead of expensive source file reads. MCP server for C#, Go, Java, Python, and TypeScript.

cicada-mcp

AI Coders search blindly. Be their guide.

tempograph

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.

ariadne-mcp

Cross-service API dependency graph for microservice stacks. MCP stdio server + CLI for Claude Code, Cursor, and Windsurf.

remembrallmcp

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

agentic-codebase

Semantic code compiler for AI agents

cognitive-cache

Optimal context window selection for LLM coding tools. Treats context as a constrained optimization problem, not retrieval. Beats RAG, grep, and LLM-triage baselines on real GitHub issues.

salesforce-codetf

CodeTF: A Transformer-based Library for Code Intelligence

arqon-pilot

ArqonPilot is a Rust-first autonomous DevSecOps CLI for multi-repo branch orchestration, release automation, self-healing workflows, and secure maintenance.

ripple-mcp

Self-hosted codebase intelligence platform — graph + vector indexing with MCP tools for IDE-embedded LLMs