# Code Intelligence & Docs

Canonical HTML: [Read this guide on Rising](https://rising.dev/topics/code-intelligence-docs/)

Explore selected code search, documentation and knowledge\-graph projects\. Compare language coverage, source traceability and how indexes stay up to date\.

Begin with the question you need to answer about a codebase\: where a symbol is used, how a service connects to another, or which documentation explains a change\. A useful code map should take you back to the source so you can verify the answer in the current checkout\.

4 editorial selections in this guide · 21 tracked in the full category.

Latest observation among these selections: 2026\-10\-27T23\:15\:40\.368Z (UTC).

## What to check before choosing

### Which sources does it understand?

Check language and parser support, configuration files, generated code and documentation formats\. Try a representative cross\-file reference rather than assuming an index covers the entire repository\.

### Can you trace an answer to current code?

Look for file paths, symbols or source references you can inspect\. Check how the tool identifies the indexed commit and represents unresolved or uncertain relationships\.

### How does the index stay current?

Inspect initial indexing cost, update behavior and exclusions\. Make a small change and check whether the next query reflects it, especially when switching branches or moving files\.

## Editorial selections

Alphabetical by owner and repository name. This guide includes every editorial selection in this category, with its existing editorial description. The order is not a recommendation or a ranking. Counts below belong to each record's observation date.

The full directory also includes keyword-classified discoveries. [Search, filter and compare all tracked projects in this category](https://rising.dev/projects/#cat=Code%20Intelligence%20%26%20Docs).

### [DeusData\/codebase\-memory\-mcp](https://rising.dev/gh/DeusData/codebase-memory-mcp/)

MCP server that links code, docs, config and infrastructure in a persistent local knowledge graph\.

Editorial description.

47,654 stars · C · Observed 2026\-10\-27T23\:15\:40\.368Z (UTC).

[Read the source on GitHub](https://github.com/DeusData/codebase-memory-mcp)

### [Egonex\-AI\/Understand\-Anything](https://rising.dev/gh/Egonex-AI/Understand-Anything/)

Plugin for Claude Code, Codex, Cursor and others that turns code, knowledge bases or docs into an interactive knowledge graph you can explore and question\.

Editorial description.

88,577 stars · TypeScript · Observed 2026\-10\-27T23\:15\:40\.368Z (UTC).

[Read the source on GitHub](https://github.com/Egonex-AI/Understand-Anything)

### [Graphify\-Labs\/graphify](https://rising.dev/gh/Graphify-Labs/graphify/)

Turns a codebase, plus its docs, SQL schemas, configs and PDFs, into a queryable knowledge graph\.

Editorial description.

136,942 stars · Python · Observed 2026\-10\-27T23\:15\:40\.368Z (UTC).

[Read the source on GitHub](https://github.com/Graphify-Labs/graphify)

### [langchain\-ai\/openwiki](https://rising.dev/gh/langchain-ai/openwiki/)

CLI that writes and maintains a linked Markdown wiki for your codebase, with every fact traced back to source evidence\.

Editorial description.

17,517 stars · TypeScript · Observed 2026\-10\-27T23\:15\:40\.368Z (UTC).

[Read the source on GitHub](https://github.com/langchain-ai/openwiki)

## Coverage and limits

An index or generated graph is a navigation aid, not proof of runtime behavior\. Rising does not measure parser coverage, answer accuracy or indexing performance; verify conclusions against the source and relevant tests\.

Category assignments can be wrong. These guides feature editorial selections with reviewed categories and descriptions. The full project directory also includes discovered repositories assigned by keywords; those discoveries are not included in this guide.

Repository observations are dated snapshots, not live measurements. Stars measure attention, not quality. A recent observation does not mean every record in this group was refreshed at the same time.

[Read the measurement and review methodology](https://rising.dev/methodology/), or [report a correction](https://rising.dev/methodology/#corrections).

[Explore all topic guides](https://rising.dev/topics/) · [Browse all tracked projects](https://rising.dev/projects/)