
AI-assisted SAST, SCA, and secrets scanning platform for developers.
By Tanmay Verma, Founder · Last verified 03 Jun 2026
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Semgrep stands out as a developer-first security platform that actually reduces noise. If you're tired of drowning in false positives from legacy SAST tools, Semgrep's reachability analysis and AI noise filtering are game changers. However, its strength lies in custom rules and integrations—teams relying on out-of-box scanning may need to invest in rule writing.
Compare with: Semgrep vs Draftbit, Semgrep vs Endor Labs, Semgrep vs Sema4.ai
Last verified: June 2026
Semgrep is not just another SAST tool; it's a full AppSec platform that prioritizes developer velocity and security signal. Where it shines is in its multimodal approach—combining AI reasoning with rule-based detection to catch not just OWASP top 10 but also business logic flaws. The reachability analysis for SCA is a standout: it flags only exploitable dependencies, cutting false positives by up to 98%. For teams using AI coding assistants like Cursor, the MCP server integration is a forward-thinking feature that secures AI-generated code in real time. However, Semgrep's power comes with a learning curve. Custom rule writing is essential for teams with unique security requirements, and the open-source rule registry can be inconsistent in quality. Pricing is not listed on the page, which suggests a contact-based model typical for enterprise platforms. Compared to alternatives like Snyk or Checkmarx, Semgrep focuses more on integration into developer workflows (CLI, IDEs, PR checks) and less on dashboard-heavy experiences. Its 'Community Edition' exists but isn't detailed on this page. The biggest caveat? If you want a fully managed, zero-config solution, Semgrep may require more upfront setup. For teams that value high signal and are willing to invest in rule tuning, it's a top choice. Overall, Semgrep is ideal for security-conscious engineering orgs that want to shift left without slowing down.
Skip Semgrep if Skip Semgrep if you need a fully on-premises solution with no cloud dependency, or if your team is under 5 developers and only needs basic linting.
Semgrep benchmarked against other tools on 28 CVEs; detailed results in external blog.
Redesigned interfile analysis engine for performance; added AI detection to findings API; Jira support for AI findings; SSO prompt; mobile-friendly Playground.
How likely is Semgrep to still be operational in 12 months? Based on 6 signals including funding, development activity, and platform risk.
Semgrep is a high-signal code security platform that unifies static application security testing (SAST), software composition analysis (SCA), and secrets scanning into a single workflow built for modern engineering teams. It helps developers find and fix vulnerabilities before they ship, while giving security teams visibility and control. The platform leverages multimodal AI detection that combines deterministic static analysis with AI reasoning to uncover complex issues like business logic flaws and IDORs that traditional scanners miss. Key features include reachability analysis for supply chain vulnerabilities (reducing false positives by up to 98%), semantic analysis for secrets detection, and automated noise filtering that triages findings using code context. Semgrep integrates where developers work—CLI, CI/CD pipelines, IDEs like VS Code and JetBrains, and PR checks in GitHub, GitLab, Bitbucket, and Azure. It also offers MCP server integrations for AI tools like Cursor and Replit. Unlike traditional SAST tools, Semgrep emphasizes prevention at the source with secure guardrails and learning from prior triage decisions, making false positives a rarity. The platform is trusted by leading engineering teams for its developer-friendly approach and high signal-to-noise ratio.
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Concrete scenarios for the personas Semgrep actually fits — and what changes day-one when you adopt it.
You receive a PR with changes to payment processing code. You want to ensure no OWASP Top 10 vulnerabilities are introduced.
Outcome: Semgrep Guardrails automatically runs on the PR, flags a SQL injection pattern, and posts a comment with a suggested fix — all before merge.
You need to block vulnerable open-source dependencies with known exploits in your Node.js monorepo.
Outcome: Semgrep Supply Chain scans all dependencies for reachable vulnerabilities, blocks a critical-severity lodash version, and provides a SBOM with dependency paths.
You want to reduce false positive triage time across 50+ repositories with multiple languages.
Outcome: Semgrep Multimodal uses AI to triage findings, reducing false positives by 80%. You integrate findings into Jira and auto-assign them to developers.
The free Community edition limits secrets detection to basic types and restricts contributor count on the AppSec Platform to 10. Team pricing starts at $30/month per contributor, which can be expensive for larger teams. AI features like Multimodal and Workflows are only available in the Enterprise tier (custom pricing). The open-source CLI is powerful but lacks integrated triage and dashboard that come with paid plans.
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
For each published Semgrep tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free Edition
$0/mo
Ideal for
Individual developers or small teams with up to 10 contributors exploring SAST, basic secrets detection, and community support.
What this tier adds
Free entry point with unlimited local scans, community rules, and basic secrets detection (limited types). Supports up to 10 contributors on AppSec Platform.
Team (Code)
$30/mo per contributor
Team (Supply Chain)
$30/mo per contributor
Team (Secrets)
$15/mo per contributor
Enterprise
Custom
Ideal for
Large organizations with custom compliance needs, on-prem source code management, and dedicated support.
What this tier adds
The company stage and team size where Semgrep's pricing actually pencils out — and where peers do it cheaper.
Semgrep's free tier is best for startups with up to 10 contributors. Teams pay $30/contributor/month (Code or Supply Chain) or $15/contributor/month (Secrets). Compared to Snyk (starts at $25/developer/month for SCA) and Checkmarx (typically custom), Semgrep is competitive but not the cheapest. The free CLI is a powerful entry point.
How long it actually takes to get something useful out of Semgrep — broken out by persona, not the marketing-page minute.
For a single repository with the CLI, you can run your first scan in under 5 minutes (install via brew or curl, run 'semgrep scan'). For the AppSec Platform with GitHub/GitLab integration, expect 10-15 minutes to connect a repo and start scanning. Full CI/CD pipeline setup with guardrails may take 1-2 hours for a team with CI experience.
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
Pricing, brand, ownership, or deprecation changes worth knowing before you commit. Most-recent first.
Common stack mates teams adopt alongside Semgrep, with the specific reason each pairing earns its keep.
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Last calculated: May 2026
Adds Multimodal (AI + rule hybrid), Workflows (custom pipelines), Guardian (AI-generated code scanning), SSO, advanced RBAC, and dedicated account manager. Volume pricing available.
Enterprise agentic AI automation for complex workflows