---
title: "Satori"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/satori/"
jsonUrl: "https://toolvitals.com/api/agent/tools/satori"
indexable: true
---

# Satori

Semantic code search MCP server for AI agents.

## Decision context

- Status: active
- ToolVitals score: 85/100
- Health score: 85/100
- Shipping score: 85/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 75/100
- Last evidence check: 2026-09-13

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: AGPL-3.0
- Tags: search, mcp, code, open-source, ai-agents, code-retrieval, developer-tools, milvus, rag, semantic-search, tree-sitter, typescript, vector-search, ai-agent-tools

## Public repository signals

- Repository: [ham-zax/satori](https://github.com/ham-zax/satori)
- Stars: 3 (adoption context only)
- Forks: 0
- Open issues: 1
- Last commit date: 2026-09-10
- Releases in 90 days: 0

## Source receipts

- [Official website](https://satori-mcp.vercel.app/) — checked 2026-09-13
- [Source repository](https://github.com/ham-zax/satori) — checked 2026-09-13

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.