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Data sourced from GitHub API

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  3. Comfy-Org
  4. comfy-mcp
PythonNiche visibilityFresh activityNo linked package signalPartial snapshot

Comfy-Org/comfy-mcp

Rank not captured·Top 100·All-time stars·◐Cached ranking snapshot·Updated Oct 10, 2026

Local MCP server for ComfyUI — run your local ComfyUI from AI agents

Compare closest alternativesOpen GitHub

First read

Promising movement, but the picture is still partial

Comfy-Org/comfy-mcp is active enough to inspect further, but the surrounding proof is thinner. Use the source repository and nearby comparisons to decide whether this is rising substance or just short-term visibility.

Visible

269 public stars in the current GitStar snapshot.

Needs a narrower context read

Active

Last commit Oct 10, 2026.

Fresh activity

Adopted

Treat stars as discovery context until a linked package appears.

No linked package mapping

Confidence

One or more key signals are partial, so GitStar keeps the interpretation conservative.

Partial snapshot

Snapshot facts

  • 269 stars
  • 35 forks
  • Last commit Oct 10, 2026
  • Package usage not mapped yet

Compare lens

Graphify-Labs/graphify and NousResearch/hermes-agent are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.

Signal trail

Trajectory

Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.

Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Oct 10, 2026

Package reality

No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.

GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.

Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read

Validation note

GitStar can summarize public signals for Comfy-Org/comfy-mcp, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.

ai-agentscomfy-clicomfyuimcpmodel-context-protocol
🛡️ Editorial Context

GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.

Why this rank

This repository stands out because it combines fresh update.

Fresh update
📈 Momentum & Adoption Signals
Approximate star trajectory

Reconstructed from current stars and cached daily/weekly/monthly deltas.

Now: 269
30d ago7d ago1d agoNow
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars269
🧭 Hype vs Reality
Insufficient Package Data

GitStar can see repository momentum, but it does not have a reliable linked package signal yet.

Treat stars and recent movement as discovery context only until npm or PyPI usage is available.

Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other Python repos before treating stars as a moat.
📐 Read the Hype vs Reality heuristic
Related alternative

Graphify-Labs/graphify

Shares the other category footprint with Comfy-Org/comfy-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

NousResearch/hermes-agent

Shares the other category footprint with Comfy-Org/comfy-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

browser-use/browser-use

Shares the other category footprint with Comfy-Org/comfy-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

deepseek-ai/deepseek-harness

Shares the other category footprint with Comfy-Org/comfy-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Research links

Cross-links

Compare against related repos

GitStar picked graphify + hermes-agent as the closest next comparison from the related repository set.

Open compare presetCompare with graphifyCompare with hermes-agent
Repo utility

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Wider nearby ecosystem

Compare with graphifyCompare with hermes-agent
Python
125.1K stars
Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Python
252.4K stars
NousResearch/hermes-agent

The agent that grows with you

Python
117.5K stars
browser-use/browser-use

Agents that use the browser.

TypeScript
246.6K stars
deepseek-ai/deepseek-harness

DeepSeek Harness: Everything is a Plugin.

JavaScript
159.9K stars
DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

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Snailclimb/JavaGuide

Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

Next step after the validation read

Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Compare the closest alternativesView the organizationRead the heuristic

Learn and methodology

Keep trust-building context reachable, but behind the first data read instead of ahead of it.
GuideMethodologyArticlesWeekly Digest

About This Page

This page provides a quick overview of Comfy-Org/comfy-mcp based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.

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