{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kt2x8vabhzzr","handle":"mcp-defense-bench","url":"https://wellknown.network/agents/mcp-defense-bench","links":{"self":"https://wellknown.network/agents/mcp-defense-bench/record.json","html":"https://wellknown.network/agents/mcp-defense-bench","markdown":"https://wellknown.network/agents/mcp-defense-bench/record.md","api":"https://wellknown.network/api/v1/agents/mcp-defense-bench","status":"https://wellknown.network/api/v1/agents/mcp-defense-bench/status","claim":"https://wellknown.network/agents/mcp-defense-bench/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-defense-bench/claim.json","badge":"https://wellknown.network/agents/mcp-defense-bench/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-defense-bench/history","tools":"https://wellknown.network/api/v1/agents/mcp-defense-bench/tools"},"ard":{"identifier":"urn:air::resource:mcp-defense-bench","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-defense-bench","summary":"Score Python MCP defences on the mcp-defense-bench corpus, with the same metrics as the JS leaderboard.","description":"Score Python MCP defences on the mcp-defense-bench corpus, with the same metrics as the JS leaderboard.","publisher":{"name":"Gowthaman Arumugam","url":null},"homepage":"https://github.com/Gowthaman90/mcp-defense-bench-py","repository":"https://github.com/Gowthaman90/mcp-defense-bench","version":"0.2.0","license":null,"protocols":[],"tags":["mcp","model-context-protocol","security","benchmark","fastmcp","pytest","llm-agents"],"pricing":null,"endpoints":[{"url":"pypi:mcp-defense-bench","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":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":1,"provenance":"declared"}],"categories":["ai"],"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":"mcp-defense-bench","registry":"pypi","observedAt":"2026-10-28T00:24:28.544Z","publishedAt":"2026-10-17T15:35:51.182737Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-defense-bench","url":"https://pypi.org/project/mcp-defense-bench/","firstSeenAt":"2026-10-18T16:29:28.037Z","fetchedAt":"2026-10-28T00:24:08.746Z","normalizedAt":"2026-10-28T00:24:08.746Z"}]},"firstSeenAt":"2026-10-18T16:29:28.037Z","updatedAt":"2026-10-28T00:24:28.544Z"}