{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vp6dz2dqx55n","handle":"foo-mcp","url":"https://wellknown.network/agents/foo-mcp","links":{"self":"https://wellknown.network/agents/foo-mcp/record.json","html":"https://wellknown.network/agents/foo-mcp","markdown":"https://wellknown.network/agents/foo-mcp/record.md","api":"https://wellknown.network/api/v1/agents/foo-mcp","status":"https://wellknown.network/api/v1/agents/foo-mcp/status","claim":"https://wellknown.network/agents/foo-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/foo-mcp/claim.json","badge":"https://wellknown.network/agents/foo-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/foo-mcp/history","tools":"https://wellknown.network/api/v1/agents/foo-mcp/tools"},"ard":{"identifier":"urn:air::server:foo-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"foo-mcp","summary":"MCP server for transparent FOO multiagent orchestration","description":"# FOO MCP\n\n`foo-mcp` exposes FOO-style multiagent orchestration as a Model Context Protocol\nserver. Peer agents critique each other, harmonizer agents organize the\ncritiques, and the target agent revises based on the consensus — every step\nwritten to a hash-chained, JSONL trace ledger so the full reasoning history is\nreproducible and auditable. Supports OpenAI, Anthropic, Google Gemini, Hugging\nFace, and Apple Silicon MLX local inference behind a single config schema.\n\n---\n\n## Quick start\n\n```bash\n# 1. Install\npip install foo-mcp                # or: uvx foo-mcp\n\n# 2. Export the API keys for the providers you want to use\nexport ANTHROPIC_API_KEY=sk-ant-...\nexport OPENAI_API_KEY=sk-...\n\n# 3. Pick at least two providers + models interactively\nfoo-mcp-init                       # writes ~/.config/foo-mcp/agents.json\nexport FOO_MCP_CONFIG=~/.config/foo-mcp/agents.json\n\n# 4. Smoke-test the full multi-agent pipeline against real LLMs\nfoo-mcp-consensus-demo --question \"What is the half-life of caffeine?\"\n```\n\nThe server requires at least two usable non-mock agents at startup; without\nthem it exits with a clear error pointing back at `foo-mcp-init`. See\n[Startup quorum](#startup-quorum) for the override.\n\n---\n\n## Install in 60 seconds\n\n### Option A — Add to Claude Code via PyPI (recommended)\n\n```bash\nclaude mcp add --scope user --transport stdio foo-mcp \\\n  --env OPENAI_API_KEY=$OPENAI_API_KEY \\\n  --env ANTHROPIC_API_KEY=$ANTHROPIC_API_KEY \\\n  --env GEMINI_API_KEY=$GEMINI_API_KEY \\\n  --env HF_TOKEN=$HF_TOKEN \\\n  --env FOO_MCP_CONFIG=$HOME/.config/foo-mcp/agents.json \\\n  -- uvx foo-mcp\n```\n\nPass keys as bare values — `KEY=sk-abc123`, not `KEY=\"sk-abc123\"`. Wrapping\nquote characters are passed through to provider SDKs and cause silent 401s.\nOnly pass `--env` lines for the providers whose keys you actually have.\nUse `--scope local` instead of `--scope user` to limit registration to the\ncurrent project.\n\n### Option B — Add to Claude Code via Git (track main directly)\n\nIf you w…","publisher":{"name":"David Pletta","url":null},"homepage":"https://github.com/dpletta/foo-mcp","repository":"https://github.com/dpletta/foo-mcp","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["claude","llm","mcp","model-context-protocol","multiagent","orchestration"],"pricing":null,"endpoints":[{"url":"pypi:foo-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":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"}],"categories":["automation"],"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":"foo-mcp","registry":"pypi","observedAt":"2026-10-28T01:26:38.210Z","publishedAt":"2026-05-22T19:53:34.991306Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"foo-mcp","url":"https://pypi.org/project/foo-mcp/","firstSeenAt":"2026-09-09T15:23:32.171Z","fetchedAt":"2026-10-28T01:25:26.022Z","normalizedAt":"2026-10-28T01:25:26.022Z"}]},"firstSeenAt":"2026-09-09T15:23:32.171Z","updatedAt":"2026-10-28T01:26:38.210Z"}