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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
| Date | Stars |
|---|---|
| 2026-07-31 | 511 |
| 2026-08-06 | 539 |
Today
+28 stars today
This week
— stars this week
This month
— stars this month
Momentum
147.0
growth rate 0.00%/day
[](https://mcptoplist.com/server/io.github.aovestdipaperino%2Ftokensave)
<p align="center">
<img src="src/resources/logo.png" alt="TokenSave" width="300">
</p>
<h3 align="center">Semantic Code Intelligence for AI Coding Agents</h3>
<p align="center"><strong>Fewer tokens • Fewer tool calls • 100% local</strong></p>
<p align="center">
<a href="https://github.com/aovestdipaperino/tokensave/stargazers"><img src="https://img.shields.io/github/stars/aovestdipaperino/tokensave?logo=github&color=brightgreen" alt="GitHub stars"></a>
<a href="https://crates.io/crates/tokensave"><img src="https://img.shields.io/crates/v/tokensave.svg" alt="crates.io"></a>
<a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License: MIT"></a>
<a href="https://www.rust-lang.org/"><img src="https://img.shields.io/badge/Rust-1.70+-orange.svg" alt="Rust"></a>
<a href="https://ai.enzolombardi.net/"><img src="https://img.shields.io/badge/built%20with-AI-D97757?style=flat-square&labelColor=101010&logo=anthropic&logoColor=white" alt="Built with AI — part of Enzo Lombardi's AI portfolio"></a>
</p>
<p align="center">
<img src="https://img.shields.io/badge/macOS-supported-blue.svg" alt="macOS">
<img src="https://img.shields.io/badge/Linux-supported-blue.svg" alt="Linux">
<img src="https://img.shields.io/badge/Windows-supported-blue.svg" alt="Windows">
<a href="https://hypercommit.com/tokensave"><img src="https://img.shields.io/badge/Hypercommit-DB2475" alt="Hypercommit"></a>
</p>
---
## Why tokensave?
AI coding agents waste tokens exploring codebases. Every grep, glob, and file read costs money. On complex tasks, agents spawn multiple Explore sub-agents that scan hundreds of files just to build context.
**tokensave gives agents a pre-indexed semantic knowledge graph.** Instead of scanning files, the agent queries the graph and gets instant, structured answers -- the right symbols, their relationships, and source code, in one call.
### How It Works
```
┌──────────────────────────────────────────────────────────────┐
│ AI Coding Agent (Claude Code, Codex, Gemini, Cursor, ...) │
│ │
│ "Implement user authentication" │
│ │ │
│ ▼ │
│ ┌─────────────────┐ ┌─────────────────┐ │
│ │ Sub-agent │ ───── │ Sub-agent │ │
│ └────────┬────────┘ └─────────┬───────┘ │
└───────────┼──────────────────────────┼───────────────────────┘
│ │
▼ ▼
┌──────────────────────────────────────────────────────────────┐
│ tokensave MCP Server │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Search │ │ Callers │ │ Context │ │
│ │ "auth" │ │ "login()" │ │ for task │ │
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
│ └────────────────┼────────────────┘ │
│ ▼ │
│ ┌───────────────────────┐ │
│ │ libSQL Graph DB │ │
│ │ • Instant lookups │ │
│ │ • FTS5 search │ │
│ └───────────────────────┘ │
└──────────────────────────────────────────────────────────────┘
```
**Without tokensave:** Agents use `grep`, `glob`, and `Read` to scan files -- many API calls, high token usage.
**With tokensave:** Agents query the graph via MCP tools -- instant results, local processing, fewer tokExcerpt of 62,384 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6cc8ac07f1f0f166, desc:mcp server
