{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_jznmemk73c9u","handle":"alayasiki-mcp","url":"https://wellknown.network/agents/alayasiki-mcp","links":{"self":"https://wellknown.network/agents/alayasiki-mcp/record.json","html":"https://wellknown.network/agents/alayasiki-mcp","markdown":"https://wellknown.network/agents/alayasiki-mcp/record.md","api":"https://wellknown.network/api/v1/agents/alayasiki-mcp","status":"https://wellknown.network/api/v1/agents/alayasiki-mcp/status","claim":"https://wellknown.network/agents/alayasiki-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/alayasiki-mcp/claim.json","badge":"https://wellknown.network/agents/alayasiki-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/alayasiki-mcp/history","tools":"https://wellknown.network/api/v1/agents/alayasiki-mcp/tools"},"ard":{"identifier":"urn:air::server:alayasiki-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"alayasiki-mcp","summary":"Autonomous GraphRAG database MCP server for AI agents","description":"# MCP agent interface\n\n`alayasiki-mcp` exposes the standard runtime through MCP protocol `2024-11-05`.\nLocal clients use newline-delimited JSON-RPC on stdio; the authenticated HTTP API\nalso hosts the legacy SSE transport. This implementation does not claim support\nfor the newer Streamable HTTP transport.\n\n## Local stdio\n\n```sh\ncargo run -p alayasiki-mcp -- --data-dir /path/to/agent-db\n```\n\nThe default database directory is `$HOME/.alayasiki-mcp` (`USERPROFILE` on Windows).\n`ALAYASIKI_DATA_DIR` or `--data-dir` overrides it. Help/version commands exit before\nopening a database. Only protocol messages go to stdout. EOF closes the connection,\njoins the worker at a job boundary and flushes the repository.\n\nThe local process is trusted through OS permissions: its principal has the `admin`\nrole, with tenant `local` and subject `local-agent`. `ALAYASIKI_MCP_TENANT` and\n`ALAYASIKI_MCP_SUBJECT` select a different local identity. Never open a data directory\nconcurrently in another process; use remote SSE to share one server-owned database.\nLocal MCP and HTTP have different default directories.\n\nInitialization requires `protocolVersion`, `capabilities`, and `clientInfo`:\n\n```json\n{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"example\",\"version\":\"1\"}}}\n{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}\n{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}\n```\n\nNotifications receive no response. Ping, discovery, resource reads and prompts use\nstandard JSON-RPC request/result/error envelopes. Tool results contain a text block\nwith a JSON value; execution failures return `isError: true` with sanitized messages.\n\n## Tools\n\n| Name | Arguments | Behavior |\n|---|---|---|\n| `alayasiki_query` | Full query DSL, including `query`, modes, filters and snapshot | Authorized GraphRAG with evidence/citations |\n| `alayasiki_ingest` | `content`, optional metadata/idempotency key, or canonical `request` | Authorized auto…","publisher":null,"homepage":"https://github.com/takurot/aLayaSiki/blob/main/docs/MCP.md","repository":"https://github.com/takurot/aLayaSiki/blob/main/docs/MCP.md","version":"0.3.0","license":null,"protocols":["mcp"],"tags":["mcp","graphrag","database","agents"],"pricing":null,"endpoints":[{"url":"pypi:alayasiki-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"security.identity","name":"Identity & Access","confidence":0.859,"provenance":"derived"}],"categories":["data","security"],"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":"alayasiki-mcp","registry":"pypi","observedAt":"2026-11-08T23:27:05.326Z","publishedAt":"2026-10-14T23:46:23.920907Z","latestVersion":"0.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"alayasiki-mcp","url":"https://pypi.org/project/alayasiki-mcp/","firstSeenAt":"2026-10-15T15:29:26.612Z","fetchedAt":"2026-11-08T23:25:34.915Z","normalizedAt":"2026-11-08T23:25:34.915Z"}]},"firstSeenAt":"2026-10-15T15:29:26.612Z","updatedAt":"2026-11-08T23:27:05.326Z"}