{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_jymr35njpkck","handle":"jay-mcp","url":"https://wellknown.network/agents/jay-mcp","links":{"self":"https://wellknown.network/agents/jay-mcp/record.json","html":"https://wellknown.network/agents/jay-mcp","markdown":"https://wellknown.network/agents/jay-mcp/record.md","api":"https://wellknown.network/api/v1/agents/jay-mcp","status":"https://wellknown.network/api/v1/agents/jay-mcp/status","claim":"https://wellknown.network/agents/jay-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jay-mcp/claim.json","badge":"https://wellknown.network/agents/jay-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jay-mcp/history","tools":"https://wellknown.network/api/v1/agents/jay-mcp/tools"},"ard":{"identifier":"urn:air::server:jay-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jay-mcp","summary":"MCP server for batch GitHub repository information retrieval with parallel processing","description":"# Jay MCP \n \nA demo MCP (Model Context Protocol) server with tools and resources for demonstration purposes. \n \n## Features \n \n- **Tools**: Mathematical operations and server information \n- **Resources**: Personalized greetings and server documentation \n- **Easy to use**: Simple command-line interface \n- **Extensible**: Modular design for easy customization \n \n## Installation \n \n### Quick Install from PyPI \n \n```bash \npip install jay-mcp \n``` \n \n### MCP Client Installation (Recommended) \n \nFor MCP clients, use uvx for automatic latest version loading: \n \n```bash \nuvx install jay-mcp \n``` \n \n### GitHub Token Configuration \n \nConfigure your GitHub token for higher API rate limits (5000/hour vs 60/hour): \n \n```bash \n# Method 1: Environment variable \nexport GITHUB_TOKEN=\"your_github_token_here\" \n \n# Method 2: .env file \necho \"GITHUB_TOKEN=your_github_token_here\" > .env \n``` \n \nGet your token at: [GitHub Settings > Developer settings > Personal access tokens](https://github.com/settings/tokens) \n \n### From Source \n \n```bash \ngit clone https://github.com/your-username/jay-mcp.git \ncd jay-mcp \npip install -e . \n``` \n \n## Usage \n \n### As an MCP Server \n \n```bash \n# Start the MCP server \npython -m jay_mcp.cli \n \n# Check version \npython -m jay_mcp.cli --version \n``` \n \n### MCP Client Configuration \n \nAdd to your MCP client configuration: \n \n```json \n{ \n  \"mcpServers\": { \n    \"jay-mcp\": { \n      \"command\": \"uvx\", \n      \"args\": [\"jay-mcp\"], \n      \"env\": { \n        \"GITHUB_TOKEN\": \"your_github_token_here\" \n      } \n    } \n  } \n} \n``` \n \n### AI Usage Examples \n \nOnce configured, you can use these commands in your AI client: \n \n- \"获取 React 的 GitHub 仓库信息\" \n- \"比较这些项目的 star 数：facebook/react, vuejs/vue\" \n- \"查询 microsoft/vscode 的详细信息\" \n- \"分析这些机器学习项目：tensorflow/tensorflow, pytorch/pytorch\" \n \n## Available Tools \n \n- **batch_get_repo_info(repos)**: 批量获取GitHub仓库信息 \n  - 参数: `repos` - 仓库列表，格式：[\"owner/repo\", ...] \n  - 返回: 包含仓库详细信息的字典列表 \n  - 功能: 并行查询多个GitHub仓库的基本信息（stars、forks、语言等） \n  - 限制…","publisher":null,"homepage":"https://github.com/your-username/jay-mcp#readme","repository":"https://github.com/your-username/jay-mcp/issues","version":"0.2.1","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","github","repository","batch","api","ai","tools"],"pricing":null,"endpoints":[{"url":"pypi:jay-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":"dev.version-control","name":"Version Control","confidence":1,"provenance":"declared"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"}],"categories":["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":"jay-mcp","registry":"pypi","observedAt":"2026-09-15T21:22:10.472Z","publishedAt":"2025-07-14T08:14:22.259648Z","latestVersion":"0.2.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"jay-mcp","url":"https://pypi.org/project/jay-mcp/","firstSeenAt":"2026-09-09T22:22:18.507Z","fetchedAt":"2026-09-15T21:20:39.372Z","normalizedAt":"2026-09-15T21:20:39.372Z"}]},"firstSeenAt":"2026-09-09T22:22:18.507Z","updatedAt":"2026-09-15T21:22:10.472Z"}