{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rnsxw3s9zdyx","handle":"bynn-decisionnode-mcp","url":"https://wellknown.network/agents/bynn-decisionnode-mcp","links":{"self":"https://wellknown.network/agents/bynn-decisionnode-mcp/record.json","html":"https://wellknown.network/agents/bynn-decisionnode-mcp","markdown":"https://wellknown.network/agents/bynn-decisionnode-mcp/record.md","api":"https://wellknown.network/api/v1/agents/bynn-decisionnode-mcp","status":"https://wellknown.network/api/v1/agents/bynn-decisionnode-mcp/status","claim":"https://wellknown.network/agents/bynn-decisionnode-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/bynn-decisionnode-mcp/claim.json","badge":"https://wellknown.network/agents/bynn-decisionnode-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/bynn-decisionnode-mcp/history","tools":"https://wellknown.network/api/v1/agents/bynn-decisionnode-mcp/tools"},"ard":{"identifier":"urn:air::server:bynn-decisionnode-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"bynn-decisionnode-mcp","summary":"The DecisionNode MCP server: the decision engine's calibrated yes-or-no, choice, scale, number, point and box judgments as tools for AI agents.","description":"# DecisionNode MCP server\n\n[DecisionNode](https://decisionnode.com) is a decision engine: send it text, JSON or images with a question, and it answers with calibrated probabilities.\n\nDecisionNode's judgments as tools for AI agents. An agent asks a narrow question about a\npiece of content (is this claim supported, which team should take this ticket, how urgent\nis it, how many line items does the invoice list, where in the photo is the damaged\npackage) and gets a calibrated answer back in one tool call.\n\nEvery tool call is a DecisionNode API request made with your own API key. The server\nstores no key, state, question or answer.\n\n## Install\n\nYou need a DecisionNode API key and [uv](https://docs.astral.sh/uv/). The server runs on\nyour machine and your MCP client starts it over stdio:\n\n```sh\nuvx bynn-decisionnode-mcp\n```\n\nBefore the package's first release on PyPI, install it from this repository instead:\n\n```sh\nuvx --from git+https://github.com/Bynn-Intelligence/decision-node-mcp-server bynn-decisionnode-mcp\n```\n\nIn the client setups below, the git form replaces `bynn-decisionnode-mcp` with\n`--from git+https://github.com/Bynn-Intelligence/decision-node-mcp-server bynn-decisionnode-mcp`.\n\n### Claude Code\n\n```sh\nclaude mcp add decisionnode -e DECISIONNODE_API_KEY=<key> -- uvx bynn-decisionnode-mcp\n```\n\n### Claude Desktop\n\nAdd the server to `claude_desktop_config.json` (Settings, Developer, Edit Config) and\nrestart Claude Desktop:\n\n```json\n{\n  \"mcpServers\": {\n    \"decisionnode\": {\n      \"command\": \"uvx\",\n      \"args\": [\"bynn-decisionnode-mcp\"],\n      \"env\": { \"DECISIONNODE_API_KEY\": \"<key>\" }\n    }\n  }\n}\n```\n\n### Other MCP clients\n\nCursor, Windsurf and other clients configured by a JSON file take the same entry under\n`mcpServers`; VS Code takes it under `servers`. Any client that launches a server over\nstdio works: the command is `uvx`, the argument is `bynn-decisionnode-mcp`, and the key\ngoes in the server's environment as `DECISIONNODE_API_KEY`. The server name\n(`decis…","publisher":{"name":"Bynn Intelligence, Inc.","url":null},"homepage":"https://decisionnode.com","repository":"https://github.com/Bynn-Intelligence/decision-node-mcp-server","version":"0.1.3","license":"MIT","protocols":["mcp"],"tags":["agents","classification","decision-engine","decisionnode","mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:bynn-decisionnode-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"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":"bynn-decisionnode-mcp","registry":"pypi","observedAt":"2026-11-09T01:27:12.656Z","publishedAt":"2026-10-15T16:21:54.387152Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"bynn-decisionnode-mcp","url":"https://pypi.org/project/bynn-decisionnode-mcp/","firstSeenAt":"2026-10-15T18:24:42.627Z","fetchedAt":"2026-11-09T01:25:50.894Z","normalizedAt":"2026-11-09T01:25:50.894Z"}]},"firstSeenAt":"2026-10-15T18:24:42.627Z","updatedAt":"2026-11-09T01:27:12.656Z"}