{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_8em6hndc957f","handle":"groundlens-mcp","url":"https://wellknown.network/agents/groundlens-mcp","links":{"self":"https://wellknown.network/agents/groundlens-mcp/record.json","html":"https://wellknown.network/agents/groundlens-mcp","markdown":"https://wellknown.network/agents/groundlens-mcp/record.md","api":"https://wellknown.network/api/v1/agents/groundlens-mcp","status":"https://wellknown.network/api/v1/agents/groundlens-mcp/status","claim":"https://wellknown.network/agents/groundlens-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/groundlens-mcp/claim.json","badge":"https://wellknown.network/agents/groundlens-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/groundlens-mcp/history","tools":"https://wellknown.network/api/v1/agents/groundlens-mcp/tools"},"ard":{"identifier":"urn:air::server:groundlens-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"groundlens-mcp","summary":"Retired. The GroundLens MCP server ships inside groundlens: pip install \"groundlens[mcp]\".","description":"# groundlens-mcp\n\n**Moved.** The GroundLens MCP server ships inside the `groundlens` package.\nThis repository is archived, and the `groundlens-mcp` package on PyPI installs\nnothing but a message that says so.\n\n```bash\npip install \"groundlens[mcp]\"\ngroundlens-mcp\n```\n\n```json\n{ \"mcpServers\": { \"groundlens\": { \"command\": \"groundlens-mcp\" } } }\n```\n\nWith nothing installed, through [uv](https://docs.astral.sh/uv/):\n\n```json\n{\n  \"mcpServers\": {\n    \"groundlens\": {\n      \"command\": \"uvx\",\n      \"args\": [\"--from\", \"groundlens[mcp]\", \"groundlens-mcp\"]\n    }\n  }\n}\n```\n\nKeep `--from \"groundlens[mcp]\"`: a bare `uvx groundlens-mcp` installs this\nold package instead of the server.\n\nThe server has three tools: `verify_answer`, `verify_run` and\n`verify_records`. GroundLens is guardrails for LLM answers: it checks an LLM\nanswer against its sources without a model, decides PASS, REVIEW or FAIL under\nyour policy, and keeps a signed record.\n\n- Source: https://github.com/groundlens-dev/groundlens\n- Site: https://groundlens.dev\n- MCP registry: `io.github.groundlens-dev/groundlens`\n\nApache-2.0.","publisher":{"name":"Javier Marin","url":null},"homepage":"https://groundlens.dev","repository":"https://github.com/groundlens-dev/groundlens","version":"3.0.2","license":null,"protocols":["mcp"],"tags":["deprecated","groundlens","mcp"],"pricing":null,"endpoints":[{"url":"pypi:groundlens-mcp","type":"package_pypi","auth":null,"probeable":false,"listed":true}],"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":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev"],"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":"groundlens-mcp","registry":"pypi","observedAt":"2026-11-09T06:27:48.898Z","publishedAt":"2026-10-15T08:37:01.642532Z","latestVersion":"3.0.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"groundlens-mcp","url":"https://pypi.org/project/groundlens-mcp/","firstSeenAt":"2026-10-15T23:22:27.885Z","fetchedAt":"2026-11-09T06:26:24.121Z","normalizedAt":"2026-11-09T06:26:24.121Z"}]},"firstSeenAt":"2026-10-15T23:22:27.885Z","updatedAt":"2026-11-09T06:27:48.898Z"}