Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

12 alternatives to MCP Defender, matched by what they do.
| Rank | Tool & Tagline | Official Domain |
|---|
| Monthly Visits |
|---|
| MoM Growth |
|---|
| Pricing Model |
|---|
| Primary Market |
|---|
| Rating |
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| Compare |
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| ● | MCP Defender | mcpdefender.com | 0 | 0 (0%) | Free | Global | 4.6 | Profile |
| 1 | Ollama | ollama.com | 9.42M | 389.71K (+4.3%) | Free, Freemium, Paid | China | 4.8 | Compare |
| 2 | Mindgard | mindgard.ai | 153.46K | 1.96K (+1.3%) | Contact for Pricing | United States | 4.3 | Compare |
| 3 | ModelScope | modelscope.cn | 3.09M | 149.05K (+5.1%) | Free | China | 4.5 | Compare |
| 4 | Lakera Guard | lakera.ai | 88.44K | -27.96K (-24%) | Contact for Pricing | United States | 4.6 | Compare |
| 5 | Open WebUI | openwebui.com | 804.53K | -23.01K (-2.8%) | Freemium | United States | 4.4 | Compare |
| 6 | Arize AI | arize.com | 249.03K | 7.67K (+3.2%) | Paid, Contact for Pricing | United States | 4.6 | Compare |
| 7 | Confident AI | confident-ai.com | 83.4K | -2.83K (-3.3%) | Freemium, Paid, Contact for Pricing | United States | 4.5 | Compare |
| 8 | Label Studio | labelstud.io | 137.2K | -26.29K (-16.1%) | Contact for Pricing, Free | United States | 4.7 | Compare |
| 9 | Adversa AI | adversa.ai | 15.87K | 1.5K (+10.4%) | Contact for Pricing | United States | 4.2 | Compare |
| 10 | DeepSeek | deepseek.com | 372.76M | 15.36M (+4.3%) | Freemium | China | 4.8 | Compare |
| 11 | Maxim AI | getmaxim.ai | 121.35K | 11.07K (+10%) | Contact for Pricing, Free Open Source | India | 4.3 | Compare |
| 12 | CanIRun.ai | canirun.ai | 284.89K | -71.68K (-20.1%) | Free | China | 4.2 | Compare |
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos

Runtime security that stops prompt injection and data leaks in LLM apps

Free / Open-sourceSelf-hosted AI workspace for local and cloud models
Free / Open-sourceSelf-hosted AI workspace for local and cloud models

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Standardize LLM evaluation, observability, and red teaming across your whole org
Standardize LLM evaluation, observability, and red teaming across your whole org

Free / Open-sourceLabel any data. Evaluate any AI.

Coding agent security that stops AI-driven risk before it lands
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.
Free / Open-sourceHigh-efficiency open-weight and hosted reasoning AI powered by DeepSeek-V4 and R1 at ultra-low token costs.

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

SpecialistCheck which local AI models your GPU or Mac can actually run
SpecialistCheck which local AI models your GPU or Mac can actually run