{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_k9ja2nzgk846","handle":"ollama-websearch-mcp","url":"https://wellknown.network/agents/ollama-websearch-mcp","links":{"self":"https://wellknown.network/agents/ollama-websearch-mcp/record.json","html":"https://wellknown.network/agents/ollama-websearch-mcp","markdown":"https://wellknown.network/agents/ollama-websearch-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ollama-websearch-mcp","status":"https://wellknown.network/api/v1/agents/ollama-websearch-mcp/status","claim":"https://wellknown.network/agents/ollama-websearch-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ollama-websearch-mcp/claim.json","badge":"https://wellknown.network/agents/ollama-websearch-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:ollama-websearch-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ollama-websearch-mcp","summary":"MCP Service for Ollama Web Search","description":"# Ollama Web Search MCP Service\n\nA MCP (Model Context Protocol) service for performing web searches using Ollama.\n\n## Features\n\n- Perform web searches using Ollama's search capabilities\n- Format search results for easy consumption\n- Official MCP Python SDK implementation\n- Environment-based configuration\n- Comprehensive error handling\n- Stdio-based communication interface\n\n## Installation & Usage\n\n### Option 1: Direct execution with uvx (Recommended)\n\nInstall and run directly using uvx:\n\n```bash\nuvx ollama-websearch-mcp\n```\n\nThis will automatically install the package and its dependencies, then start the MCP server.\n\n### Option 2: Local development\n\nFor local development, clone the repository and install dependencies:\n\n```bash\ngit clone https://github.com/huangxinping/ollama-websearch-mcp.git\ncd ollama-websearch-mcp\nuv sync\n```\n\n### Local usage commands\n\n**Run as MCP Server (for development)**:\n```bash\npython mcp_service.py\n```\n\n**Build Package**:\n```bash\nuv build\n```\n\n## MCP Interface\n\n### Tools\n\n1. **search**\n   - Description: Perform a web search using Ollama\n   - Parameters:\n     - `query` (string): The search query\n     - `max_results` (integer, optional): Maximum number of results to return (default: 3, range: 1-10)\n\n### Example Output\n\nSearch result format:\n```\n1. Example Title\n   URL: https://example.com\n   Content: Example content from the search result...\n\n2. Another Title\n   URL: https://another-example.com\n   Content: Another example content...\n```\n\n## Project Structure\n\n```\nollama-websearch-mcp/\n├── mcp_service.py             # MCP service main program\n├── README.md                  # Project documentation\n├── .env                       # Environment variables\n├── .gitignore                 # Git ignore file\n├── pyproject.toml             # Project configuration file\n├── setup.py                   # Package setup file\n└── uv.lock                    # Dependency lock file\n```\n\n## Tech Stack\n\n- **Python 3.12+**: Programming language\n- **MCP**: Model Cont…","publisher":{"name":"huangxinping","url":null},"homepage":"https://github.com/huangxinping/ollama-websearch-mcp","repository":"https://github.com/huangxinping/ollama-websearch-mcp","version":"0.1.3","license":"MIT","protocols":["mcp"],"tags":["ollama","mcp","search","ai","web-search"],"pricing":null,"endpoints":[{"url":"pypi:ollama-websearch-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.web-search","name":"Web Search","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"},{"slug":"code.documentation","name":"Code Documentation","confidence":0.848,"provenance":"derived"}],"categories":["code","data","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":"ollama-websearch-mcp","registry":"pypi","observedAt":"2026-09-10T08:27:37.903Z","publishedAt":"2025-09-27T07:21:35.890117Z","latestVersion":"0.1.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"ollama-websearch-mcp","url":"https://pypi.org/project/ollama-websearch-mcp/","firstSeenAt":"2026-09-10T08:26:19.164Z","fetchedAt":"2026-09-10T08:26:19.164Z","normalizedAt":"2026-09-10T08:26:19.164Z"}]},"firstSeenAt":"2026-09-10T08:26:19.164Z","updatedAt":"2026-09-10T08:27:37.903Z"}