Code Intelligence Python Packages

enola-cli

Understand, analyze, and govern software systems across repositories, languages, and technologies.

jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

repowise

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

code-context-control

Local MCP code-intelligence for AI coding tools: surgical search/read/edit, agent-config version history, path-level access + masking guards, and a multi-project hub.

brokk-bifrost-searchtools

Multi-language static analysis for agents, editors, and large repositories.

trelix-mcp

🌲 Fast, reliable code intelligence — Tree-sitter AST parsing, contextual hybrid search, adaptive query planning, call-graph expansion & LLM synthesis. 20+ languages. Zero infra.

trelix-langchain

🌲 Fast, reliable code intelligence — Tree-sitter AST parsing, contextual hybrid search, adaptive query planning, call-graph expansion & LLM synthesis. 20+ languages. Zero infra.

trelix-llama-index

🌲 Fast, reliable code intelligence — Tree-sitter AST parsing, contextual hybrid search, adaptive query planning, call-graph expansion & LLM synthesis. 20+ languages. Zero infra.

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.

agent-lsp

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

brokk-bifrost

Multi-language static analysis for agents, editors, and large repositories.

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

benzi-mcp

Compiler-backed coding agent that compiles your codebase into a resolved, queryable map of calls, data flow, control flow, and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Includes a runtime tracer that settles what static analysis can't. The Benzi compiler also works as an MCP server.

benzi

Compiler-backed coding agent that compiles your codebase into a resolved, queryable map of calls, data flow, control flow, and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Includes a runtime tracer that settles what static analysis can't. The Benzi compiler also works as an MCP server.

jarvis-mcp

Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt binaries.

tree-sitter-analyzer

Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call graph, blast radius, health grading, 8 facade tools, JSON envelopes, 100% local. Run miswire-audit on your repo.

trelix

🌲 Fast, reliable code intelligence — Tree-sitter AST parsing, contextual hybrid search, adaptive query planning, call-graph expansion & LLM synthesis. 20+ languages. Zero infra.

yigraf

A truth maintenance system for AI coding agents — one graph over code, intent, plan, and the why: every belief justified, anchored to the code it concerns, and flagged when it stops holding. pip install yigraf

cgh

Local code graph for AI coding agents. Indexes your repo into DuckDB + SQLite FTS, exposes 52 MCP tools to Claude Code, Cursor, Codex, IBM Bob and Gemini. Federates across sibling repos. Tool calls cost zero model tokens.

gitgalaxy

Convert source code into a repository-scale structural model. Air gapped, zero dependencies, SARIF and SBOM outputs.

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.

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.

scc-sdk

System Context Compiler — compile code, config, infra, runtime, and intent into an evidence-backed machine model, then emit task-specific context packs for AI coding agents (Claude Code, Codex, Hermes, OpenCode).