{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_8f2yfaameu8u","handle":"roost-mcp","url":"https://wellknown.network/agents/roost-mcp","links":{"self":"https://wellknown.network/agents/roost-mcp/record.json","html":"https://wellknown.network/agents/roost-mcp","markdown":"https://wellknown.network/agents/roost-mcp/record.md","api":"https://wellknown.network/api/v1/agents/roost-mcp","status":"https://wellknown.network/api/v1/agents/roost-mcp/status","claim":"https://wellknown.network/agents/roost-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/roost-mcp/claim.json","badge":"https://wellknown.network/agents/roost-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/roost-mcp/history","tools":"https://wellknown.network/api/v1/agents/roost-mcp/tools"},"ard":{"identifier":"urn:air::server:roost-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"roost-mcp","summary":"Roost public MCP servers for AI agents: a payment pre-flight check (roost-corpus-mcp) and a finance-agent safety test (roost-eval-mcp). Advisory, zero-config, no API key.","description":"# roost-mcp\n\nTwo zero-config, advisory MCP servers from [Roost](https://roostcapital.ai) for AI agents that handle money. No API key, no signup — an anonymous per-install token is created on first use. Calls are anonymized (hashed identifiers, bucketed amounts, no PII) and aggregated into a benchmark of money-moving-agent behavior; that's why they're free.\n\nInstall:\n\n```\npip install roost-mcp\n```\n\nThis provides two commands.\n\n## Add it to your MCP client\n\nBoth servers run over stdio. Point your client at whichever you want (either works alone) — a Claude Desktop–style config:\n\n```json\n{\n  \"mcpServers\": {\n    \"roost-corpus\": { \"command\": \"roost-corpus-mcp\" },\n    \"roost-eval\": { \"command\": \"roost-eval-mcp\" }\n  }\n}\n```\n\nIf your client doesn't inherit your shell `PATH`, use the absolute path to the console script (what `which roost-corpus-mcp` prints).\n\n## `roost-corpus-mcp` — payment pre-flight check\n\nA second opinion before your agent sends a payment. The `check_payment` tool takes an invoice, purchase order, or transfer and returns a clear recommendation — **proceed**, **hold & review**, or **consider financing** — with the reasons: a suspected duplicate, an amount out of line with this agent's own history, an early-pay discount worth capturing, or terms worth using.\n\nAdvisory, not a gate — your agent stays in control. Fast, deterministic checks that sharpen as your agent builds a short history. USD invoices, purchase orders, and transfers today.\n\n## `roost-eval-mcp` — finance-agent safety test\n\nFind the money decisions your agent gets dangerously wrong — before it ships. `list_eval_scenarios` returns realistic money-action situations (fraud bait, payee changes, overspend, duplicate/replay, social engineering, …); your agent decides proceed/hold/flag on each; `submit_eval` returns a private scorecard that leads with a clear `summary.status` (`balanced` / `unsafe` / `over_conservative` / `mixed`), then the component metrics (coverage, correctness, consistency, sever…","publisher":null,"homepage":"https://roostcapital.ai","repository":"https://github.com/yahyabayian/Roost","version":"0.2.0","license":"Apache-2.0","protocols":["mcp"],"tags":["ai-agents","evals","finance","mcp","model-context-protocol","payments","roost"],"pricing":null,"endpoints":[{"url":"pypi:roost-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"commerce.payments","name":"Payments","confidence":1,"provenance":"declared"},{"slug":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":1,"provenance":"declared"},{"slug":"documents.invoice-processing","name":"Invoice Processing","confidence":0.814,"provenance":"derived"}],"categories":["ai","commerce","documents"],"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":"roost-mcp","registry":"pypi","observedAt":"2026-10-28T21:26:34.718Z","publishedAt":"2026-10-09T01:14:47.569853Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"roost-mcp","url":"https://pypi.org/project/roost-mcp/","firstSeenAt":"2026-10-10T16:24:37.346Z","fetchedAt":"2026-10-28T21:25:33.380Z","normalizedAt":"2026-10-28T21:25:33.380Z"}]},"firstSeenAt":"2026-10-10T16:24:37.346Z","updatedAt":"2026-10-28T21:26:34.718Z"}