Overview
Semgrep AI — Open-source code analysis with AI
Semgrep is an open-source static analysis tool for finding bugs and security vulnerabilities. Semgrep AI adds AI-generated fix suggestions, natural language rule creation and automated triage to reduce alert fatigue.
Open-source core
AI fix suggestions
Natural language rule creation
500+ built-in rules
Features & capabilities
Everything it does, in plain English.
FeatureOpen-source coreIncluded
FeatureAI fix suggestionsIncluded
FeatureNatural language rule creationIncluded
Feature500+ built-in rulesIncluded
FeatureCI/CD integrationIncluded
PlatformsCLI · Web · CI/CD
The honest take
Where it shines, where it stumbles.
✓ Pros
- ✓Open source core
- ✓Customizable rules
- ✓Fast analysis
! Watch-outs
- !False positives require tuning
- !Advanced features need Semgrep Cloud
Who it's for
Where Semgrep AI pays for itself fast.
— Use case
Security vulnerability detection
— Use case
Code quality enforcement
— Use case
Custom policy enforcement
Community reviews
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F
★★★★★
1 months ago
Solid product, recommended
Genuinely useful — glad I tried it. The outputs require minimal editing — saves so much back-and-forth. It handles edge cases better than anything else I've tried. My team adopted this immediately after I shared it with them. Wish the free tier had slightly higher limits.
M
★★★★★
1 months ago
Great tool, minor quibbles
Very good, with a few rough edges. The ROI was clear within the first week of using it. A few missing integrations I'd like to see added. My team is very happy with the results.
L
★★★★★
2 months ago
Strong product overall
Does what it promises and does it well. The interface is intuitive enough that I didn't need to read any docs. I've tried 5 similar tools and this one is clearly the best in class. Definitely worth trying.
A
★★★★★
5 months ago
Strong product overall
Very good, with a few rough edges. The interface is intuitive enough that I didn't need to read any docs. The learning curve was steeper than expected.
A
★★★★★
6 months ago
Exactly what I needed
Seriously impressive. The output quality surprised me — it actually sounds human.
A
★★★★★
7 months ago
Outstanding experience
Can't imagine working without it now. The customization options let me tailor it to my exact workflow. Integration with my existing tools was seamless — no friction at all. Reduced the time I spend on this task by about 70%. Best tool in this category, hands down.
F
★★★★★
8 months ago
Disappointing experience
Not what I expected. The outputs require minimal editing — saves so much back-and-forth. The collaboration features are genuinely well thought-out. The UI takes some getting used to.
A
★★★★★
8 months ago
Exactly what I needed
Best-in-class, period. It integrates well with VS Code / Slack / Notion — my daily drivers. Highly recommend.
B
★★★★★
9 months ago
A must-have for any professional
Can't imagine working without it now. The recent updates have addressed most of my initial concerns. It integrates well with VS Code / Slack / Notion — my daily drivers. The ROI was clear within the first week of using it.
S
★★★★★
9 months ago
Useful and reliable
Really solid tool overall. Pricing is fair for the value you get. Integration with my existing tools was seamless — no friction at all.
C
★★★★★
9 months ago
Good value, works well
Genuinely useful — glad I tried it. The API is well-documented and easy to work with. The accuracy has improved significantly with recent model updates. Definitely worth trying.
P
★★★★★
10 months ago
Has potential, needs polish
Average experience, average results. The free tier is genuinely generous compared to competitors.
J
★★★★★
11 months ago
A must-have for any professional
Blown away by the quality. The onboarding flow was smooth and I was productive from day one. The ROI was clear within the first week of using it. The ROI was clear within the first week of using it. A staple in my tech stack now.
A
★★★★★
1 years ago
Impressed with the results
Good value for the price. The API is well-documented and easy to work with. The AI doesn't just suggest — it learns from my preferences over time. The accuracy has improved significantly with recent model updates. The learning curve was steeper than expected.
M
★★★★★
1 years ago
Very useful, mostly polished
Good value for the price. Works consistently across all my devices and browsers. The API is well-documented and easy to work with. The output quality surprised me — it actually sounds human.
M
★★★★★
1 years ago
Impressed with the results
Recommended for anyone in my field. I've tried 5 similar tools and this one is clearly the best in class. Customer support responded within hours and solved my issue. Performance is fast — no noticeable latency even on large inputs. Occasional slowdowns during peak hours.
E
★★★★★
1 years ago
Changed how I work completely
Seriously impressive. The recent updates have addressed most of my initial concerns. My team adopted this immediately after I shared it with them. The onboarding flow was smooth and I was productive from day one. Five stars — no hesitation.
W
★★★★★
1 years ago
Really good — a few things to improve
Strong product with room to grow. Customer support responded within hours and solved my issue. Customer support response times could be faster. Best tool in this category, hands down.
H
★★★★★
1 years ago
Strong product overall
Mostly great, minor complaints. The ROI was clear within the first week of using it. The free tier is genuinely generous compared to competitors. I've recommended this to at least 10 colleagues already.
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