{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_942xrdv9b586","handle":"isage-mcp","url":"https://wellknown.network/agents/isage-mcp","links":{"self":"https://wellknown.network/agents/isage-mcp/record.json","html":"https://wellknown.network/agents/isage-mcp","markdown":"https://wellknown.network/agents/isage-mcp/record.md","api":"https://wellknown.network/api/v1/agents/isage-mcp","status":"https://wellknown.network/api/v1/agents/isage-mcp/status","claim":"https://wellknown.network/agents/isage-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/isage-mcp/claim.json","badge":"https://wellknown.network/agents/isage-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/isage-mcp/history","tools":"https://wellknown.network/api/v1/agents/isage-mcp/tools"},"ard":{"identifier":"urn:air::server:isage-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"isage-mcp","summary":"SAGE MCP Aggregator — unified MCP server for all SAGE Zoo packages","description":"# isage-mcp — SAGE Unified MCP Server\n\n[![PyPI](https://img.shields.io/pypi/v/isage-mcp)](https://pypi.org/project/isage-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/isage-mcp)](https://pypi.org/project/isage-mcp/)\n\nOne MCP server for all SAGE Zoo packages.  Install once, configure once — get\nweb search, RAG, agentic tools, and more in any MCP-compatible AI client.\n\n## Quick Start\n\n```bash\n# Install with all available zoo packages\npip install 'isage-mcp[all]'\n\n# Start the server (stdio — for Claude Desktop)\nsage-mcp\n\n# Or HTTP/SSE — for VS Code Copilot, Cursor, etc.\nsage-mcp --transport sse --port 9000\n```\n\nSee which zoo packages are loaded:\n\n```bash\nsage-mcp --list-plugins\n# Installed SAGE MCP plugins (1):\n#   • sage_tools\n```\n\n## Client Configuration\n\n### Claude Desktop\n\n```json\n{\n  \"mcpServers\": {\n    \"sage\": {\n      \"command\": \"sage-mcp\"\n    }\n  }\n}\n```\n\n### VS Code Copilot (settings.json)\n\n```json\n\"mcp\": {\n  \"servers\": {\n    \"sage\": {\n      \"type\": \"sse\",\n      \"url\": \"http://localhost:9000/sse\"\n    }\n  }\n}\n```\n\n### Cursor / OpenHands / other MCP clients\n\nSame pattern — use `sage-mcp` as the command (stdio) or point at the SSE URL.\n\n## Available Zoo Packages\n\n| Package | Install | Tools exposed |\n|---------|---------|---------------|\n| `isage-tools` | `pip install 'isage-tools[mcp]'` | `duckduckgo_search`, `arxiv_search`, `arxiv_paper_search`, `url_text_extract`, `nature_news_fetch` |\n| `isage-rag` | `pip install 'isage-rag[mcp]'` | `rag_search`, `index_document` *(coming soon)* |\n| `isage-agentic` | `pip install 'isage-agentic[mcp]'` | `run_agent`, `run_react_loop` *(coming soon)* |\n\n## How the Plugin System Works\n\n`sage-mcp` supports **two registration modes**.  New packages should use Mode 1.\n\n### Mode 1 — Auto (recommended, zero MCP code needed)\n\nAdd ONE line to `pyproject.toml` pointing at your tools module:\n\n```toml\n[project.entry-points.\"sage.mcp.modules\"]\nmy_package = \"my_package.tools\"   # ← that's it\n```\n\n`sage-mcp` scans the module for al…","publisher":null,"homepage":"https://github.com/intellistream/sage-mcp","repository":"https://github.com/intellistream/sage-mcp","version":"0.1.0.0","license":null,"protocols":["mcp"],"tags":["ai","sage","mcp","model-context-protocol","agents","tools","claude","copilot"],"pricing":null,"endpoints":[{"url":"pypi:isage-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.package-management","name":"Packages & Dependencies","confidence":0.768,"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":"isage-mcp","registry":"pypi","observedAt":"2026-09-15T21:22:06.938Z","publishedAt":"2026-03-08T18:26:21.135403Z","latestVersion":"0.1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"isage-mcp","url":"https://pypi.org/project/isage-mcp/","firstSeenAt":"2026-09-09T22:22:03.330Z","fetchedAt":"2026-09-15T21:20:24.393Z","normalizedAt":"2026-09-15T21:20:24.393Z"}]},"firstSeenAt":"2026-09-09T22:22:03.330Z","updatedAt":"2026-09-15T21:22:06.938Z"}