{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_f3uymae49mfm","handle":"academic-assistant-mcp","url":"https://wellknown.network/agents/academic-assistant-mcp","links":{"self":"https://wellknown.network/agents/academic-assistant-mcp/record.json","html":"https://wellknown.network/agents/academic-assistant-mcp","markdown":"https://wellknown.network/agents/academic-assistant-mcp/record.md","api":"https://wellknown.network/api/v1/agents/academic-assistant-mcp","status":"https://wellknown.network/api/v1/agents/academic-assistant-mcp/status","claim":"https://wellknown.network/agents/academic-assistant-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/academic-assistant-mcp/claim.json","badge":"https://wellknown.network/agents/academic-assistant-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/academic-assistant-mcp/history","tools":"https://wellknown.network/api/v1/agents/academic-assistant-mcp/tools"},"ard":{"identifier":"urn:air::server:academic-assistant-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"academic-assistant-mcp","summary":"Academic search and review generation MCP server","description":"# academic-mcp\n\n一个用于学术任务的 MCP 服务，支持：\n\n- `paper_search`：基于 OpenAlex 检索论文\n- `generate_literature_review`：基于检索结果自动生成综述草稿（可落盘到 `docs/`）\n- `analyze_author_network`：基于检索结果分析作者关系（重复作者与共著关系）\n- `get_academic_config`：查看当前 key/配置状态\n\n## 1) 环境变量\n\n复制 `.env.example` 为 `.env`：\n\n```env\nOPENALEX_API_KEY=\nOPENALEX_MAILTO=\n```\n\n说明：\n\n- `OPENALEX_API_KEY` 为必填。\n- `OPENALEX_MAILTO` 可选，建议填写（用于 OpenAlex polite pool）。\n\n## 2) uv 运行\n\n在 `academic-mcp/` 目录执行：\n\n```bash\nuv sync\nuv run academic-mcp --transport stdio\n```\n\nHTTP 模式：\n\n```bash\nuv run academic-mcp --transport http --host 127.0.0.1 --port 8005\n```\n\n模块方式：\n\n```bash\nuv run python -m academic_mcp --transport stdio\n```\n\n## 3) 测试\n\n```bash\nuv run python tests/smoke_test.py\n```\n\n## 4) 发布\n\n```bash\nuv build\nuv publish\n```\n\n可选 TestPyPI：\n\n```bash\nuv publish --index testpypi\n```\n\n## 5) OpenCode MCP 配置示例\n\n```json\n{\n  \"mcp\": {\n    \"academic-mcp\": {\n      \"type\": \"local\",\n      \"command\": [\n        \"uv\",\n        \"run\",\n        \"--directory\",\n        \"D:/OneDrive/WORK/Python/mcps/academic-mcp\",\n        \"academic-mcp\"\n      ],\n      \"environment\": {\n        \"OPENALEX_API_KEY\": \"\",\n        \"OPENALEX_MAILTO\": \"\",\n        \"ACADEMIC_MCP_TRANSPORT\": \"stdio\"\n      }\n    }\n  }\n}\n```","publisher":null,"homepage":null,"repository":null,"version":"0.1.2","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:academic-assistant-mcp","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":"research.academic","name":"Academic Research","confidence":1,"provenance":"derived"}],"categories":["research"],"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":"academic-assistant-mcp","registry":"pypi","observedAt":"2026-10-21T16:30:44.475Z","publishedAt":"2026-02-15T01:53:41.047150Z","latestVersion":"0.1.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"academic-assistant-mcp","url":"https://pypi.org/project/academic-assistant-mcp/","firstSeenAt":"2026-09-09T08:20:14.504Z","fetchedAt":"2026-10-21T16:29:12.007Z","normalizedAt":"2026-10-21T16:29:12.007Z"}]},"firstSeenAt":"2026-09-09T08:20:14.504Z","updatedAt":"2026-10-21T16:30:44.475Z"}