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| og:image:alt | AI agent security evaluation toolkit. MCPBench scores the tool calls your agent actually makes, using rogue MCP servers, poisoned tool descriptions, rug pulls, shadow servers and planted canaries. ... |
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| Integrations | https://github.com/marketplace |
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| Customer Stories | https://github.com/customer-stories |
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| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
| Customer support | https://help.github.com/ |
| Training | https://learn.github.com/skills |
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| About | https://github.com/about |
| Partners | https://github.com/partners |
| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
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| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fenabled404%2Ftooltrap |
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| Reload | https://github.com/enabled404/tooltrap |
| Reload | https://github.com/enabled404/tooltrap |
| Reload | https://github.com/enabled404/tooltrap |
| enabled404 | https://github.com/enabled404 |
| tooltrap | https://github.com/enabled404/tooltrap |
| Code | https://github.com/enabled404/tooltrap |
| Issues | https://github.com/enabled404/tooltrap/issues |
| Pull requests | https://github.com/enabled404/tooltrap/pulls |
| Actions | https://github.com/enabled404/tooltrap/actions |
| Projects | https://github.com/enabled404/tooltrap/projects |
| Security and quality | https://github.com/enabled404/tooltrap/security |
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| https://github.com/enabled404/tooltrap |
| tooltrap | https://github.com/enabled404/tooltrap |
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| Readme | https://github.com/enabled404/tooltrap#readme-ov-file |
| Apache-2.0 license | https://github.com/enabled404/tooltrap#Apache-2.0-1-ov-file |
| Contributing | https://github.com/enabled404/tooltrap#contributing-ov-file |
| Security policy | https://github.com/enabled404/tooltrap#security-ov-file |
| Activity | https://github.com/enabled404/tooltrap/activity |
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| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fenabled404%2Ftooltrap&report=enabled404+%28user%29 |
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| Tags | https://github.com/enabled404/tooltrap/tags |
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| https://github.com/enabled404/tooltrap/commits/main/ |
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| agentport_bench | https://github.com/enabled404/tooltrap/tree/main/agentport_bench |
| docs | https://github.com/enabled404/tooltrap/tree/main/docs |
| docs | https://github.com/enabled404/tooltrap/tree/main/docs |
| examples | https://github.com/enabled404/tooltrap/tree/main/examples |
| examples | https://github.com/enabled404/tooltrap/tree/main/examples |
| launch_assets | https://github.com/enabled404/tooltrap/tree/main/launch_assets |
| launch_assets | https://github.com/enabled404/tooltrap/tree/main/launch_assets |
| scripts | https://github.com/enabled404/tooltrap/tree/main/scripts |
| scripts | https://github.com/enabled404/tooltrap/tree/main/scripts |
| tests | https://github.com/enabled404/tooltrap/tree/main/tests |
| tests | https://github.com/enabled404/tooltrap/tree/main/tests |
| tooltrap | https://github.com/enabled404/tooltrap/tree/main/tooltrap |
| tooltrap | https://github.com/enabled404/tooltrap/tree/main/tooltrap |
| .env.example | https://github.com/enabled404/tooltrap/blob/main/.env.example |
| .env.example | https://github.com/enabled404/tooltrap/blob/main/.env.example |
| .gitignore | https://github.com/enabled404/tooltrap/blob/main/.gitignore |
| .gitignore | https://github.com/enabled404/tooltrap/blob/main/.gitignore |
| CHANGELOG.md | https://github.com/enabled404/tooltrap/blob/main/CHANGELOG.md |
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| CITATION.cff | https://github.com/enabled404/tooltrap/blob/main/CITATION.cff |
| CONTRIBUTING.md | https://github.com/enabled404/tooltrap/blob/main/CONTRIBUTING.md |
| CONTRIBUTING.md | https://github.com/enabled404/tooltrap/blob/main/CONTRIBUTING.md |
| CREDITS.md | https://github.com/enabled404/tooltrap/blob/main/CREDITS.md |
| CREDITS.md | https://github.com/enabled404/tooltrap/blob/main/CREDITS.md |
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| LAUNCH_POST.md | https://github.com/enabled404/tooltrap/blob/main/LAUNCH_POST.md |
| LAUNCH_POST.md | https://github.com/enabled404/tooltrap/blob/main/LAUNCH_POST.md |
| LICENSE | https://github.com/enabled404/tooltrap/blob/main/LICENSE |
| LICENSE | https://github.com/enabled404/tooltrap/blob/main/LICENSE |
| NOTICE | https://github.com/enabled404/tooltrap/blob/main/NOTICE |
| NOTICE | https://github.com/enabled404/tooltrap/blob/main/NOTICE |
| PACKAGING_NOTES.md | https://github.com/enabled404/tooltrap/blob/main/PACKAGING_NOTES.md |
| PACKAGING_NOTES.md | https://github.com/enabled404/tooltrap/blob/main/PACKAGING_NOTES.md |
| README.md | https://github.com/enabled404/tooltrap/blob/main/README.md |
| README.md | https://github.com/enabled404/tooltrap/blob/main/README.md |
| SECURITY.md | https://github.com/enabled404/tooltrap/blob/main/SECURITY.md |
| SECURITY.md | https://github.com/enabled404/tooltrap/blob/main/SECURITY.md |
| pyproject.toml | https://github.com/enabled404/tooltrap/blob/main/pyproject.toml |
| pyproject.toml | https://github.com/enabled404/tooltrap/blob/main/pyproject.toml |
| README | https://github.com/enabled404/tooltrap |
| Contributing | https://github.com/enabled404/tooltrap |
| Apache-2.0 license | https://github.com/enabled404/tooltrap |
| Security | https://github.com/enabled404/tooltrap |
| https://github.com/enabled404/tooltrap#tooltrap |
| https://github.com/enabled404/tooltrap/blob/main/LICENSE |
| https://github.com/enabled404/tooltrap/blob/main/pyproject.toml |
| https://github.com/enabled404/tooltrap#tests |
| https://github.com/enabled404/tooltrap#the-30-scenarios |
| https://github.com/enabled404/tooltrap/releases/tag/v1.0.0 |
| See a trap spring | https://github.com/enabled404/tooltrap#see-a-trap-spring |
| MCPBench | https://github.com/enabled404/tooltrap#mcpbench--grade-the-tool-calls |
| The 30 scenarios | https://github.com/enabled404/tooltrap#the-30-scenarios |
| Verified demo result | https://github.com/enabled404/tooltrap#verified-demo-result |
| The ASI library | https://github.com/enabled404/tooltrap#the-foundation-layer--the-asi-prompt-library |
| Install | https://github.com/enabled404/tooltrap#install |
| Quickstart | https://github.com/enabled404/tooltrap#quickstart |
| Tests | https://github.com/enabled404/tooltrap#tests |
| Contributing | https://github.com/enabled404/tooltrap#contributing |
| License | https://github.com/enabled404/tooltrap#license |
| Credits | https://github.com/enabled404/tooltrap#credits |
| https://github.com/enabled404/tooltrap#see-a-trap-spring |
| https://github.com/enabled404/tooltrap/blob/main/launch_assets/shot_canary.png |
| https://github.com/enabled404/tooltrap#mcpbench--grade-the-tool-calls |
| https://github.com/enabled404/tooltrap#how-it-works |
| https://github.com/enabled404/tooltrap#the-30-scenarios |
| https://github.com/enabled404/tooltrap#verified-demo-result |
| https://github.com/enabled404/tooltrap/blob/main/launch_assets/shot_scoreboard.png |
| https://github.com/enabled404/tooltrap#transports |
| docs/MCP_BENCH.md | https://github.com/enabled404/tooltrap/blob/main/docs/MCP_BENCH.md |
| https://github.com/enabled404/tooltrap#the-foundation-layer--the-asi-prompt-library |
| https://github.com/enabled404/tooltrap#install |
| https://github.com/enabled404/tooltrap#quickstart |
| https://github.com/enabled404/tooltrap#plug-in-your-own-agent |
| https://github.com/enabled404/tooltrap#tests |
| https://github.com/enabled404/tooltrap#repository-layout |
| https://github.com/enabled404/tooltrap#contributing |
| CONTRIBUTING.md | https://github.com/enabled404/tooltrap/blob/main/CONTRIBUTING.md |
| https://github.com/enabled404/tooltrap#license |
| LICENSE | https://github.com/enabled404/tooltrap/blob/main/LICENSE |
| NOTICE | https://github.com/enabled404/tooltrap/blob/main/NOTICE |
| https://github.com/enabled404/tooltrap#credits |
| CREDITS.md | https://github.com/enabled404/tooltrap/blob/main/CREDITS.md |
| Readme | https://github.com/enabled404/tooltrap#readme-ov-file |
| Apache-2.0 license | https://github.com/enabled404/tooltrap#Apache-2.0-1-ov-file |
| Contributing | https://github.com/enabled404/tooltrap#contributing-ov-file |
| Security policy | https://github.com/enabled404/tooltrap#security-ov-file |
| Activity | https://github.com/enabled404/tooltrap/activity |
| 0 forks | https://github.com/enabled404/tooltrap/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fenabled404%2Ftooltrap&report=enabled404+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |