{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_8bj4asa3nztq","handle":"hive-mind-mcp-server","url":"https://wellknown.network/agents/hive-mind-mcp-server","links":{"self":"https://wellknown.network/agents/hive-mind-mcp-server/record.json","html":"https://wellknown.network/agents/hive-mind-mcp-server","markdown":"https://wellknown.network/agents/hive-mind-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/hive-mind-mcp-server","status":"https://wellknown.network/api/v1/agents/hive-mind-mcp-server/status","claim":"https://wellknown.network/agents/hive-mind-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/hive-mind-mcp-server/claim.json","badge":"https://wellknown.network/agents/hive-mind-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/hive-mind-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/hive-mind-mcp-server/tools"},"ard":{"identifier":"urn:air::server:hive-mind-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"hive-mind-mcp-server","summary":"Swarm intelligence for AI agents — collective decision-making, consensus voting, and multi-agent coordination","description":"# Hive Mind 🐝\n\n**Swarm intelligence for AI agents** — collective decision-making through weighted consensus voting.\n\nLike bees coordinating a hive, multiple agents analyze problems from different perspectives and reach collective decisions that are faster and more thorough than hierarchical decision-making.\n\n## How It Works\n\n1. **Create a Decision** — Post a question for the swarm\n2. **Agents Vote** — Each agent analyzes from their perspective (financial, legal, technical, market, risk, strategic)\n3. **Consensus Emerges** — Votes are weighted by confidence and expertise\n4. **Decision Made** — The collective recommendation with confidence score\n\n## Installation\n\n```bash\npip install hive-mind-mcp-server\n```\n\n```json\n{\"mcpServers\": {\"hive\": {\"command\": \"uvx\", \"args\": [\"hive-mind-mcp-server\"]}}}\n```\n\n## Tools\n\n| Tool | Description |\n|------|-------------|\n| `create_decision` | Post a question for the swarm |\n| `cast_vote` | Vote with recommendation, reasoning and confidence |\n| `get_consensus` | See the collective decision with breakdown |\n| `close_decision` | Lock and finalize a decision |\n| `list_decisions` | Browse all open/closed decisions |\n| `get_agent_expertise` | View an agent's expertise profile |\n\n## Enterprise Use Case\n\nInstead of slow management hierarchies:\n- **5 specialist agents** analyze a business decision simultaneously\n- Financial agent checks ROI, legal agent checks compliance, technical agent checks feasibility\n- **Consensus in seconds** instead of weeks of meetings\n- Full **audit trail** of reasoning and confidence levels\n\n## Network Effect\n\nMore agents voting → better expertise data → more accurate weighting → better decisions → more agents using the system.\n\n## License\n\nMIT","publisher":{"name":"AiAgentKarl","url":null},"homepage":"https://github.com/AiAgentKarl/hive-mind-mcp-server","repository":"https://github.com/AiAgentKarl/hive-mind-mcp-server","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["consensus","decision-making","hive-mind","mcp","multi-agent","swarm","voting"],"pricing":null,"endpoints":[{"url":"pypi:hive-mind-mcp-server","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":"hive-mind-mcp-server","registry":"pypi","observedAt":"2026-10-28T02:26:56.049Z","publishedAt":"2026-03-20T00:41:51.139147Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"hive-mind-mcp-server","url":"https://pypi.org/project/hive-mind-mcp-server/","firstSeenAt":"2026-09-09T17:21:07.538Z","fetchedAt":"2026-10-28T02:26:12.050Z","normalizedAt":"2026-10-28T02:26:12.050Z"}]},"firstSeenAt":"2026-09-09T17:21:07.538Z","updatedAt":"2026-10-28T02:26:56.049Z"}