{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tmms2ehgcap2","handle":"research-radar-mcp","url":"https://wellknown.network/agents/research-radar-mcp","links":{"self":"https://wellknown.network/agents/research-radar-mcp/record.json","html":"https://wellknown.network/agents/research-radar-mcp","markdown":"https://wellknown.network/agents/research-radar-mcp/record.md","api":"https://wellknown.network/api/v1/agents/research-radar-mcp","status":"https://wellknown.network/api/v1/agents/research-radar-mcp/status","claim":"https://wellknown.network/agents/research-radar-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/research-radar-mcp/claim.json","badge":"https://wellknown.network/agents/research-radar-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/research-radar-mcp/history","tools":"https://wellknown.network/api/v1/agents/research-radar-mcp/tools"},"ard":{"identifier":"urn:air::server:research-radar-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"research-radar-mcp","summary":"ScholarRadar MCP Server - paper search, scoring and Chinese digest tools for the iFLYTEK Astron Agent platform","description":"# research-radar-mcp (ScholarRadar MCP Server)\n\n面向大学生的科研入门与文献追踪 MCP Server，为讯飞星辰（Astron）Agent 平台提供论文检索、相关性评分与中文导读卡片能力。逻辑移植自「科研雷达」后端，去除数据库 / Celery / Redis 依赖，可通过 `uvx` 独立运行。\n\n## 工具（stdio）\n\n| 工具 | 说明 | 依赖 |\n| --- | --- | --- |\n| `search_papers` | 按关键词检索近期 arXiv 论文 | 无状态（arXiv API） |\n| `get_paper_detail` | 获取单篇论文完整摘要与元数据 | 无状态（arXiv API） |\n| `score_papers` | 依据学生科研画像对论文批量打分 | 调用星火大模型 |\n| `generate_digest` | 生成中文导读卡片（创新点 / 方法要点 / 上手难度评级） | 调用星火大模型 |\n\n## 环境变量\n\n调用星火大模型的工具从环境变量读取凭据（由托管平台注入，不写入代码）：\n\n| 变量 | 说明 | 默认 |\n| --- | --- | --- |\n| `SPARK_API_KEY` | 星辰 MaaS API Key（`必填`） | — |\n| `SPARK_BASE_URL` | OpenAI 兼容端点 | `https://maas-api.cn-huabei-1.xf-yun.com/v2` |\n| `SPARK_MODEL` | 模型 ID | `xsparkx2` |\n\n## 运行\n\n```bash\n# 直接运行（已发布到 PyPI 后）\nuvx research-radar-mcp\n\n# 本地开发\nuv sync\nuv run research-radar-mcp\n```\n\n## 本地调试（MCP Inspector）\n\n```bash\nnpx -y @cloudbase/mcp-inspector\n# Transport = STDIO, Command = uvx, Args = research-radar-mcp\n```\n\n## 开发\n\n```bash\nuv sync\nuv run pytest      # 单元测试（mock arXiv / Spark，无需网络）\nuv run ruff check .\n```\n\n## License\n\nMIT","publisher":{"name":"favio9758","url":null},"homepage":null,"repository":null,"version":"0.2.1","license":"MIT","protocols":["mcp"],"tags":["agent","arxiv","mcp","research","spark"],"pricing":null,"endpoints":[{"url":"pypi:research-radar-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"declared"}],"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":"research-radar-mcp","registry":"pypi","observedAt":"2026-10-22T19:27:35.928Z","publishedAt":"2026-08-01T15:45:18.417017Z","latestVersion":"0.2.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"research-radar-mcp","url":"https://pypi.org/project/research-radar-mcp/","firstSeenAt":"2026-09-10T11:26:54.333Z","fetchedAt":"2026-10-22T19:25:41.630Z","normalizedAt":"2026-10-22T19:25:41.630Z"}]},"firstSeenAt":"2026-09-10T11:26:54.333Z","updatedAt":"2026-10-22T19:27:35.928Z"}