{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qk4fsjsahhxw","handle":"iflow-mcp-higress-ai-search-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-higress-ai-search-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-higress-ai-search-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-higress-ai-search-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-higress-ai-search-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-higress-ai-search-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-higress-ai-search-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_higress-ai-search-mcp-server","summary":"Higress ai-search MCP Server","description":"[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/cr7258-higress-ai-search-mcp-server-badge.png)](https://mseep.ai/app/cr7258-higress-ai-search-mcp-server)\n\n# Higress AI-Search MCP Server\n\n## Overview\n\nA Model Context Protocol (MCP) server that provides an AI search tool to enhance AI model responses with real-time search results from various search engines through [Higress](https://higress.cn/) [ai-search](https://github.com/alibaba/higress/blob/main/plugins/wasm-go/extensions/ai-search/README.md) feature.\n\n<a href=\"https://glama.ai/mcp/servers/gk0xde4wbp\">\n  <img width=\"380\" height=\"200\" src=\"https://glama.ai/mcp/servers/gk0xde4wbp/badge\" alt=\"Higress AI-Search Server MCP server\" />\n</a>\n\n## Demo\n\n### Cline\n\nhttps://github.com/user-attachments/assets/60a06d99-a46c-40fc-b156-793e395542bb\n\n### Claude Desktop\n\nhttps://github.com/user-attachments/assets/5c9e639f-c21c-4738-ad71-1a88cc0bcb46\n\n## Features\n\n- **Internet Search**: Google, Bing, Quark - for general web information\n- **Academic Search**: Arxiv - for scientific papers and research\n- **Internal Knowledge Search**\n\n## Prerequisites\n\n- [uv](https://github.com/astral-sh/uv) for package installation.\n- Config Higress with [ai-search](https://github.com/alibaba/higress/blob/main/plugins/wasm-go/extensions/ai-search/README.md) plugin and [ai-proxy](https://github.com/alibaba/higress/blob/main/plugins/wasm-go/extensions/ai-proxy/README.md) plugin.\n\n## Configuration\n\nThe server can be configured using environment variables:\n\n- `HIGRESS_URL`(optional): URL for the Higress service (default: `http://localhost:8080/v1/chat/completions`).\n- `MODEL`(required): LLM model to use for generating responses.\n- `INTERNAL_KNOWLEDGE_BASES`(optional): Description of internal knowledge bases.\n\n### Option 1: Using uvx\n\nUsing uvx will automatically install the package from PyPI, no need to clone the repository locally.\n\n```bash\n{\n  \"mcpServers\": {\n    \"higress-ai-search-mcp-server\": {\n      \"command\": \"uvx\",\n      \"args\": [\n …","publisher":null,"homepage":null,"repository":null,"version":"1.0.0","license":"Apache License Version 2.0, January 2004 http://www.apache.org/…","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_higress-ai-search-mcp-server","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"}},"derived":{"capabilities":[{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"derived"},{"slug":"data.web-search","name":"Web Search","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev","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":"iflow-mcp_higress-ai-search-mcp-server","registry":"pypi","observedAt":"2026-11-03T06:28:29.511Z","publishedAt":"2025-11-19T07:02:24.487288Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_higress-ai-search-mcp-server","url":"https://pypi.org/project/iflow-mcp_higress-ai-search-mcp-server/","firstSeenAt":"2026-09-09T19:23:36.458Z","fetchedAt":"2026-11-03T06:27:45.204Z","normalizedAt":"2026-11-03T06:27:45.204Z"}]},"firstSeenAt":"2026-09-09T19:23:36.458Z","updatedAt":"2026-11-03T06:28:29.511Z"}