{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_adz9dn6qzwfc","handle":"mcp-neo4j-biomechanisms","url":"https://wellknown.network/agents/mcp-neo4j-biomechanisms","links":{"self":"https://wellknown.network/agents/mcp-neo4j-biomechanisms/record.json","html":"https://wellknown.network/agents/mcp-neo4j-biomechanisms","markdown":"https://wellknown.network/agents/mcp-neo4j-biomechanisms/record.md","api":"https://wellknown.network/api/v1/agents/mcp-neo4j-biomechanisms","status":"https://wellknown.network/api/v1/agents/mcp-neo4j-biomechanisms/status","claim":"https://wellknown.network/agents/mcp-neo4j-biomechanisms/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-neo4j-biomechanisms/claim.json","badge":"https://wellknown.network/agents/mcp-neo4j-biomechanisms/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-neo4j-biomechanisms/history","tools":"https://wellknown.network/api/v1/agents/mcp-neo4j-biomechanisms/tools"},"ard":{"identifier":"urn:air::server:mcp-neo4j-biomechanisms","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-neo4j-biomechanisms","summary":"Empirical Neuroscience Knowledge Graph MCP Server — how conscious experience is expressed in biological substrate","description":"# mcp-neo4j-biomechanisms\n\nA schema-bounded MCP server for empirical neuroscience knowledge graphs in Neo4j.\n\nThe graph maps what peer-reviewed empirical neuroscience has measured about the biological substrate of consciousness — neural structures, circuits, manifold dimensions, lesion patients, falsification conditions, theoretical principles, evidence, studies. Every mutation goes through a tool that validates type, properties, and direction against a registry; there is no raw write-Cypher path. GDS analytics (PageRank, Betweenness, Louvain, WCC) are first-class, because the structure of the connected evidence reveals patterns no individual paper does.\n\n## Install\n\n```bash\nuv sync --dev\n```\n\nRequires Python ≥3.10, Neo4j ≥5.26 with the APOC and GDS plugins enabled, and a fulltext-capable database.\n\n## Run\n\n```bash\n# stdio (default; for Claude Desktop and similar)\nuv run mcp-neo4j-biomechanisms --db-url bolt://localhost:7687\n\n# streamable HTTP\nuv run mcp-neo4j-biomechanisms \\\n  --transport http --server-host 0.0.0.0 --server-port 8000 --server-path /mcp/\n```\n\nAll flags have environment-variable equivalents. CLI > env > default.\n\n| Flag                  | Env var                            | Default                  |\n| --------------------- | ---------------------------------- | ------------------------ |\n| `--db-url`            | `NEO4J_URL` / `NEO4J_URI`          | `bolt://localhost:7687`  |\n| `--username`          | `NEO4J_USERNAME`                   | `neo4j`                  |\n| `--password`          | `NEO4J_PASSWORD`                   | `password`               |\n| `--database`          | `NEO4J_DATABASE`                   | `neo4j`                  |\n| `--transport`         | `NEO4J_TRANSPORT`                  | `stdio`                  |\n| `--namespace`         | `NEO4J_NAMESPACE`                  | (none)                   |\n| `--server-host`       | `NEO4J_MCP_SERVER_HOST`            | `127.0.0.1`              |\n| `--server-port`       | `NEO4J_MCP_SERVE…","publisher":null,"homepage":null,"repository":null,"version":"0.3.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-neo4j-biomechanisms","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"derived"}],"categories":["knowledge"],"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":"mcp-neo4j-biomechanisms","registry":"pypi","observedAt":"2026-10-28T12:22:52.947Z","publishedAt":"2026-08-28T08:24:36.132924Z","latestVersion":"0.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-neo4j-biomechanisms","url":"https://pypi.org/project/mcp-neo4j-biomechanisms/","firstSeenAt":"2026-09-10T02:24:06.493Z","fetchedAt":"2026-10-28T12:21:16.158Z","normalizedAt":"2026-10-28T12:21:16.158Z"}]},"firstSeenAt":"2026-09-10T02:24:06.493Z","updatedAt":"2026-10-28T12:22:52.947Z"}