{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2zqa9ty9qgj4","handle":"dmcp-server","url":"https://wellknown.network/agents/dmcp-server","links":{"self":"https://wellknown.network/agents/dmcp-server/record.json","html":"https://wellknown.network/agents/dmcp-server","markdown":"https://wellknown.network/agents/dmcp-server/record.md","api":"https://wellknown.network/api/v1/agents/dmcp-server","status":"https://wellknown.network/api/v1/agents/dmcp-server/status","claim":"https://wellknown.network/agents/dmcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/dmcp-server/claim.json","badge":"https://wellknown.network/agents/dmcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/dmcp-server/history","tools":"https://wellknown.network/api/v1/agents/dmcp-server/tools"},"ard":{"identifier":"urn:air::server:dmcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"dmcp-server","summary":"MCP server for prompt rewriting and memory recording.","description":"DMCP\n====\n\nThis repository contains the Python package `dmcp-server`, which installs the\n`dmcp-server` command.\n\nThe MCP server exposes two tools:\n\n- `augument`: rewrites a prompt with relevant history and knowledge from the\n  SQLite memory database.\n- `rewrite`: alias for `augument`.\n- `prompt`: alias for `augument`.\n- `record`: records a prompt/response pair and stores extracted knowledge in\n  the SQLite memory database.\n\nCreate or update the local development environment:\n\n```sh\nuv sync\n```\n\nValidate the current API route config:\n\n```sh\nuv run dmcp-server validate-config dmcp-api.json\n```\n\nRun the MCP server over stdio:\n\n```sh\nuv run dmcp-server serve --db .dmcp/memory.sqlite3\n```\n\nRun it over Streamable HTTP:\n\n```sh\nuv run dmcp-server serve --transport http --host 127.0.0.1 --port 8000 --db .dmcp/memory.sqlite3\n```\n\nRun the curl-based HTTP smoke test:\n\n```sh\nmake curl-test\n```\n\nPublish a built package to TestPyPI:\n\n```sh\ncp .env.example .env\n# edit .env and set UV_PUBLISH_TOKEN\nmake publish-test\n```\n\nPublish a built package to PyPI:\n\n```sh\nmake publish\n```","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:dmcp-server","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":"data.database","name":"Databases","confidence":0.802,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","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":"dmcp-server","registry":"pypi","observedAt":"2026-11-09T03:24:46.716Z","publishedAt":"2026-05-08T10:51:52.483386Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"dmcp-server","url":"https://pypi.org/project/dmcp-server/","firstSeenAt":"2026-09-09T14:31:53.108Z","fetchedAt":"2026-11-09T03:23:49.836Z","normalizedAt":"2026-11-09T03:23:49.836Z"}]},"firstSeenAt":"2026-09-09T14:31:53.108Z","updatedAt":"2026-11-09T03:24:46.716Z"}