{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_62mbtgd9a89k","handle":"cisco-ai-mcp-scanner","url":"https://wellknown.network/agents/cisco-ai-mcp-scanner","links":{"self":"https://wellknown.network/agents/cisco-ai-mcp-scanner/record.json","html":"https://wellknown.network/agents/cisco-ai-mcp-scanner","markdown":"https://wellknown.network/agents/cisco-ai-mcp-scanner/record.md","api":"https://wellknown.network/api/v1/agents/cisco-ai-mcp-scanner","status":"https://wellknown.network/api/v1/agents/cisco-ai-mcp-scanner/status","claim":"https://wellknown.network/agents/cisco-ai-mcp-scanner/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/cisco-ai-mcp-scanner/claim.json","badge":"https://wellknown.network/agents/cisco-ai-mcp-scanner/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:cisco-ai-mcp-scanner","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"cisco-ai-mcp-scanner","summary":"A tool to scan MCP servers and tools for security findings","description":"# MCP Scanner\n\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n[![Python](https://img.shields.io/badge/python-3.11%2B-blue.svg)](https://www.python.org/downloads/)\n[![PyPI](https://img.shields.io/pypi/v/cisco-ai-mcp-scanner.svg)](https://pypi.org/project/cisco-ai-mcp-scanner/)\n[![Discord](https://img.shields.io/badge/Discord-Join%20Us-7289DA?logo=discord&logoColor=white)](https://discord.com/invite/nKWtDcXxtx)\n[![Cisco AI Defense](https://img.shields.io/badge/Cisco-AI%20Defense-049fd9?logo=cisco&logoColor=white)](https://www.cisco.com/site/us/en/products/security/ai-defense/index.html)\n[![AI Security and Safety Framework](https://img.shields.io/badge/AI%20Security-Framework-orange)](https://learn-cloudsecurity.cisco.com/ai-security-framework)\n\nA Python tool for scanning MCP (Model Context Protocol) servers and tools for potential security findings. The MCP Scanner combines Cisco AI Defense inspect API, YARA rules and LLM-based analysis to detect malicious MCP tools.\n\n## Overview\n\nThe MCP Scanner provides a comprehensive solution for scanning MCP servers and tools for security findings. It leverages three powerful scanning engines (Yara, LLM-based analysis, Cisco AI Defense) that can be used together or independently.\n\nThe SDK is designed to be easy to use while providing powerful scanning capabilities, flexible authentication options, and customization.\n\n![MCP Scanner](https://github.com/cisco-ai-defense/mcp-scanner/raw/main/images/mcp_scanner.gif?raw=true)\n\n## Features\n\n- **Multiple Modes:** Run scanner as a stand-alone CLI tool or REST API server\n- **Multi-Engine Security Analysis**: Use all three scanning engines together or independently based on your needs.\n- **Vulnerable Packages Scanning**: Scan Python dependencies for known vulnerabilities (CVE/PYSEC/GHSA) using pip-audit integration.\n- **Readiness Scanning**: Zero-dependency static analysis for production readiness issues (timeouts, retri…","publisher":{"name":"Cisco","url":null},"homepage":"https://github.com/cisco-ai-defense/mcp-scanner#readme","repository":"https://github.com/cisco-ai-defense/mcp-scanner#readme","version":"4.8.4","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:cisco-ai-mcp-scanner","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"code.security-review","name":"Security Review","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"security.scanning","name":"Security Scanning","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["code","dev","security"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"cisco-ai-mcp-scanner","registry":"pypi","observedAt":"2026-09-09T11:34:45.565Z","publishedAt":"2026-08-28T17:44:17.120345Z","latestVersion":"4.8.4"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"cisco-ai-mcp-scanner","url":"https://pypi.org/project/cisco-ai-mcp-scanner/","firstSeenAt":"2026-09-09T11:30:39.411Z","fetchedAt":"2026-09-09T11:30:39.411Z","normalizedAt":"2026-09-09T11:30:39.411Z"}]},"firstSeenAt":"2026-09-09T11:30:39.411Z","updatedAt":"2026-09-09T11:34:45.565Z"}