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

# PySpur

A visual playground for agentic workflows: Iterate over your agents 10x faster

## Decision context

- Status: critical
- ToolVitals score: 12/100
- Health score: 20/100
- Shipping score: 0/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 90/100
- Last evidence check: 2026-09-15

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: Apache-2.0
- Tags: open-source, agent, agents, ai, builder, deepseek, framework, gemini, graph, human-in-the-loop, llm, llms, loops, multimodal, ollama, python

## Public repository signals

- Repository: [PySpur-Dev/pyspur](https://github.com/PySpur-Dev/pyspur)
- Stars: 5785 (adoption context only)
- Forks: 428
- Open issues: 41
- Last commit date: 2026-06-30
- Releases in 90 days: 0

## Source receipts

- [Official website](https://pyspur.dev/) — checked 2026-09-15
- [Source repository](https://github.com/PySpur-Dev/pyspur) — checked 2026-09-15

## 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.