Goal Reached Thanks to every supporter — we hit 100%!

Goal: 1000 CNY · Raised: 1336 CNY

100%
Buy Us a Coffee

CVE-2026-19984— jkawamoto mcp-florence2 __init__.py get_images server-side request forgery

Quick assessment

Affected
jkawamoto mcp-florence2
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Junpei Kawamoto Florence-2 MCP Server是Junpei Kawamoto个人开发者的一个图像理解与视觉任务处理的模型接口。 Junpei Kawamoto Florence-2 MCP Server 0.3.13及之前版本存在服务端请求伪造漏洞，该漏洞源于对文件src/mcp_florence2/__init__.py中get_images函数的参数src的操作，可能导致服务端请求伪造。

CVSS 6.3 · Medium EPSS 0.21% · P11

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application

Affected Version Matrix 14

VendorProduct Version RangeStatus
jkawamoto mcp-florence2 0.3.0 affected
0.3.1 affected
0.3.2 affected
0.3.3 affected
0.3.4 affected
0.3.5 affected
0.3.6 affected
0.3.7 affected
… +6 more rows
Get alerts for future matching vulnerabilities Log in to subscribe

I. Basic Information for CVE-2026-19984

Vulnerability Information
Have questions about the vulnerability? See if Shenlong's analysis helps!
View Shenlong Deep Dive ↗

Although we use advanced large model technology, its output may still contain inaccurate or outdated information.Shenlong tries to ensure data accuracy, but please verify and judge based on the actual situation.

Vulnerability Title
jkawamoto mcp-florence2 __init__.py get_images server-side request forgery
Source: CVE Program / CVE List V5
Vulnerability Description
A flaw has been found in jkawamoto mcp-florence2 up to 0.3.13. Affected by this issue is the function get_images of the file src/mcp_florence2/__init__.py. This manipulation of the argument src causes server-side request forgery. The attack may be initiated remotely. The exploit has been published and may be used. It is recommended to change the configuration settings. The vendor explains: "For deployments where SSRF protection is required, I recommend routing all HTTP(S) requests through an SSRF-safe proxy server. This approach mitigates the vulnerability without requiring changes to the mcp-florence2 source code."
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
Source: CVE Program / CVE List V5
Vulnerability Type
服务端请求伪造(SSRF)
Source: CVE Program / CVE List V5
Vulnerability Title
Junpei Kawamoto Florence-2 MCP Server 服务端请求伪造漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Junpei Kawamoto Florence-2 MCP Server是Junpei Kawamoto个人开发者的一个图像理解与视觉任务处理的模型接口。 Junpei Kawamoto Florence-2 MCP Server 0.3.13及之前版本存在服务端请求伪造漏洞，该漏洞源于对文件src/mcp_florence2/__init__.py中get_images函数的参数src的操作，可能导致服务端请求伪造。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
jkawamoto mcp-florence2 0.3.0 cpe:2.3:a:jkawamoto:mcp-florence2:*:*:*:*:*:*:*:*

II. Public POCs for CVE-2026-19984

# POC Description Source Link Shenlong Link
AI-Generated POC Premium

No public POC found.

Login to generate AI POC

III. Intelligence Information for CVE-2026-19984

请登录查看更多情报信息。

Proof of Concept for CVE-2026-19984 (1)

Other References for CVE-2026-19984 (1)

IV. Related Vulnerabilities

Same weakness: CWE-918

V. Comments for CVE-2026-19984

No comments yet

Leave a comment