Data / Repositories / Code intelligence
Code intelligence repositories on GitHub: 10 ranked by stars
10 public repositories tagged Code intelligence are on GitHub, with 54,701 stars between them; 7 had a push in the last 30 days. Most are written in Python (3), Rust (3), TypeScript (2). The most starred: DeusData/codebase-memory-mcp (46,571), sourcebot-dev/sourcebot (3,990), jgravelle/jcodemunch-mcp (2,769).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| DeusData/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.… | C | 46,571 | 3,836 | MIT | Oct 14 | Oct 14 |
| sourcebot-dev/sourcebot | Sourcebot is a self-hosted tool that helps humans and agents understand your codebase. | Python | 3,990 | 373 | MIT | Oct 10 | Oct 14 |
| jgravelle/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… | Python | 2,769 | 375 | Oct 14 | Oct 14 | |
| bartolli/codanna | Local code intelligence MCP server and CLI for AI coding agents | Rust | 755 | 70 | Apache-2.0 | Oct 11 | Oct 14 |
| Graphicle-AI/graphicle | Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client. | Rust | 335 | 27 | Apache-2.0 | Oct 21 | Oct 21 |
| dx-corp/deep-code-reasoning-mcp | A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI | TypeScript | 109 | 14 | MIT | Oct 14 | Oct 14 |
| kuberstar/qartez-mcp | Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more | Rust | 73 | 5 | Jul 28 | Oct 14 | |
| PatrickSys/codebase-context | Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time… | TypeScript | 65 | 12 | Oct 11 | Oct 14 | |
| ashfordeOU/grasp | GRASP — Code architecture visualizer + 150-tool MCP server. Dependency graphs, security scanning, multimodal knowledge graph, ORM tracking, git change impact, graph schema v3.… | HTML | 28 | 3 | Sep 7 | Oct 14 | |
| Hulupeep/ruvscan | The AI that finds the code you didn't know you needed - Sublinear-intelligence MCP server for discovering GitHub leverage | Python | 6 | 4 | Nov 9, 2025 | Oct 14 |
By language
Related topics
- MCP 9
- Developer tools 8
- MCP server 8
- Model Context Protocol 6
- Claude Code 5
- Cursor 5
- Code analysis 4
- Codex 3
- Tree sitter 3
- Code search 3
- Claude 3
- LLM 3
Read from GitHub by SpecStream between October 14, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.