MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

28 stars 15 forks 28 watchers Python Apache License 2.0
ai-agents ai-agents-security ai-safety mcp mcp-audit mcp-security-testing mcp-server model-context-protocol security starify
53 Open Issues Need Help Last updated: Jun 29, 2026

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good first issue component:sast finding:false-positive priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted component:inventory finding:privacy priority:P2 status:in-progress type:security

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted phase-3 component:cli priority:P3 status:ready type:feature

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:live-probe priority:P2 status:blocked type:feature

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:docs

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:live-probe priority:P2 status:ready type:docs

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:docs

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:docs

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:feature

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:feature

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:performance priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:supply-chain priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive priority:P1 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive priority:P2 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli finding:performance priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted component:sast finding:false-positive priority:P2 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive priority:P1 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:live-probe finding:false-positive priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive priority:P2 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-negative finding:supply-chain priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive priority:P2 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive priority:P2 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:fuzz priority:P2 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:supply-chain priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted component:sast finding:false-negative priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted component:sast finding:false-positive priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted component:cli component:inventory priority:P2 status:ready type:feature

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
bug good first issue component:sast finding:supply-chain priority:P2 status:ready type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive finding:supply-chain priority:P2 status:blocked type:task

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:sast finding:false-positive finding:supply-chain priority:P2 status:blocked type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
help wanted component:fuzz priority:P2 type:feature status:on-hold

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P0 type:bug component:snapshot status:on-hold

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 type:bug status:on-hold

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P2 status:ready component:doctor type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P2 status:ready component:vet type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P2 status:ready component:snapshot type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P2 status:ready type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P2 status:ready component:doctor type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P2 status:ready component:compliance type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P2 status:ready component:scoring type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P1 status:ready type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P1 status:ready type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready component:readiness type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:cli priority:P1 status:ready type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready component:semgrep type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready component:readiness type:enhancement

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready type:bug component:vet

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue component:fuzz priority:P1 status:ready type:bug

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready type:bug component:discovery

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready type:bug component:doctor

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P1 status:ready type:bug component:supply-chain

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify
good first issue priority:P0 status:ready type:bug component:snapshot

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

Python
#ai-agents#ai-agents-security#ai-safety#mcp#mcp-audit#mcp-security-testing#mcp-server#model-context-protocol#security#starify