Code Graph Python Packages

neug

The one data index for your agentic applications

egent-code-plexus

A high-performance code intelligence graph for LLMs and AI agents. Sub-second structural queries, impact analysis, and cross-repo API contracts for autonomous coding workflows.

knowledge-gateway

Filesystem/git-native MCP knowledge gateway: an Obsidian vault + code-graph and doc-to-markdown tools, served over MCP.

codegraph-brain

Code graph for AI agents: impact analysis and call tracing over MCP (Python, TypeScript). Local, deterministic, SQLite.

roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

sinter-io

Persistent, evidence-backed code graph for coding agents. CLI and MCP server.

repo2graph

Give coding agents trustworthy, cited answers about your codebase. Code graph + MCP server, no LLM required.

cg-code-graph

A deterministic code graph for codebases: every caller, route, page and table a change touches, with file:line evidence. CLI, MCP server and web view for AI agents and reviewers.

bgts-context-engine

Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.

codmap

Static analyzer that turns a Python package's source into a queryable code graph (API surface, dependencies/architecture, impact, change-review, RAG).

glia-py

Cross-service code graph engine. 19 language parsers, 13 cross-graph resolvers, .gmap binary store, CLI + Python wheel + MCP wrapper. Worker-protective licensing.

knowing

Permanent code intelligence layer. Learns what matters, expires what changed, proves what existed. Content-addressed graph with Merkle proofs, 25 extractors, 23 MCP tools. Gets smarter with use.

rag-reviewer

AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo context, inline GitHub comments grounded on exact code. MCP server + Claude Code/Codex plugin.

lachesis-cpg

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP — data- and taint-flow with source→sink witnesses, points-to, and guard/sink structure for security reasoning over source.

true-memory-fragments

Prevent AI coding agents from acting on stale code context with source-aware freshness checks and hard stale gates.

nexus-mcp-ci

Unified MCP server: hybrid search + code graph + semantic memory. 10 tools, <350MB RAM, fully local. No API keys.

smritikosh

Semantic vector search over a codebase

py-code-visualizer

A deterministic, AST-verified call graph for any Python project — every edge traceable to a file:line. The reproducible, CI-gateable alternative to LLM-generated diagrams. No code executed. Nothing leaves your machine.

gristle

Graph-based code intelligence for AI agents — traces route→handler→DB end-to-end, scores a change's blast radius, and renders code subgraphs, exposed natively over MCP.

aspark-graph

A lean, local knowledge graph that joins a repo's code to its aSPARK delivery artifacts (specs, plans, reviews, QA) — served over MCP and a CLI. Trace which code implements a user story, and see the story-level blast radius of a change. Deterministic, offline, no LLM.

claude-graph

Local-only knowledge graph of your codebase for Claude Code — Tree-sitter + SQLite + MCP, zero network calls ever

vinv

Tools for AI agents to test, fix and optimise your codebase

codeloom

Your AI agent's codebase map. Local-first, hybrid-search code graph for 51+ languages & formats. MCP server. 100% private.

agilecoder

[FORGE 2025] Incorporating Agile methodology into agents to create complex real-world softwares