{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_6g46jf8gftsk","handle":"iflow-mcp-saharcarmel-almanac","url":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac","links":{"self":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac/record.json","html":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac","markdown":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-saharcarmel-almanac","status":"https://wellknown.network/api/v1/agents/iflow-mcp-saharcarmel-almanac/status","claim":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-saharcarmel-almanac/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-saharcarmel-almanac/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-saharcarmel-almanac/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-saharcarmel-almanac","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_saharcarmel-almanac","summary":"Documentation assistant leveraging Model Context Protocol","description":"# TheAlmanac\n\nA documentation assistant leveraging Model Context Protocol (MCP) to help programmers access the most up-to-date and relevant information from API and software documentation.\n\n## Features\n\n- **Documentation Crawler**: Automatically download and store documentation locally\n- **Simple Search**: Find relevant documentation sections quickly\n- **MCP Integration**: Provide LLMs with tools to access documentation\n- **File-based Storage**: Efficiently organize documentation in a simple file structure\n- **MCP Server**: HTTP server for LLM tool access\n\n## Installation\n\n```bash\n# Clone the repository\ngit clone https://github.com/yourusername/TheAlmanac.git\ncd TheAlmanac\n\n# Install dependencies with UV\nuv pip install -e .\n```\n\n## Usage\n\n### Managing Documentation Sources\n\n```bash\n# Add a documentation source\nalmanac add python https://docs.python.org/3/\n\n# List all documentation sources\nalmanac list\n\n# Download documentation\nalmanac download python\n\n# Remove a documentation source\nalmanac remove python\n```\n\n### Searching Documentation\n\n```bash\n# Search all documentation\nalmanac search \"context manager\"\n\n# Search a specific source\nalmanac search \"context manager\" --source python\n\n# Search with more context\nalmanac search \"context manager\" --context-lines 5\n```\n\n### Running the MCP Server\n\n```bash\n# Start the HTTP server (for direct API access)\nalmanac serve --transport http\n\n# Start the MCP server (for integration with MCP clients like Claude for Desktop)\nalmanac serve --transport stdio\n\n# Start on a specific host and port (for HTTP transport)\nalmanac serve --transport http --host 0.0.0.0 --port 9000\n```\n\n## MCP Tools\n\nTheAlmanac provides the following MCP tools:\n\n1. **search_documentation**: Search for relevant documentation\n2. **get_documentation**: Get a specific document or section\n3. **download_documentation**: Download a new documentation source\n4. **list_documentation**: List available documentation sources\n\n## Example Scripts\n\nThe `scripts` directory conta…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_saharcarmel-almanac","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":"dev.version-control","name":"Version Control","confidence":1,"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":"iflow-mcp_saharcarmel-almanac","registry":"pypi","observedAt":"2026-09-15T20:21:16.315Z","publishedAt":"2026-02-10T14:39:56.781999Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_saharcarmel-almanac","url":"https://pypi.org/project/iflow-mcp_saharcarmel-almanac/","firstSeenAt":"2026-09-09T21:23:31.254Z","fetchedAt":"2026-09-15T20:19:13.647Z","normalizedAt":"2026-09-15T20:19:13.647Z"}]},"firstSeenAt":"2026-09-09T21:23:31.254Z","updatedAt":"2026-09-15T20:21:16.315Z"}