{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_55jnzpypwgc5","handle":"mcp-3gpp-ftp","url":"https://wellknown.network/agents/mcp-3gpp-ftp","links":{"self":"https://wellknown.network/agents/mcp-3gpp-ftp/record.json","html":"https://wellknown.network/agents/mcp-3gpp-ftp","markdown":"https://wellknown.network/agents/mcp-3gpp-ftp/record.md","api":"https://wellknown.network/api/v1/agents/mcp-3gpp-ftp","status":"https://wellknown.network/api/v1/agents/mcp-3gpp-ftp/status","claim":"https://wellknown.network/agents/mcp-3gpp-ftp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-3gpp-ftp/claim.json","badge":"https://wellknown.network/agents/mcp-3gpp-ftp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-3gpp-ftp/history","tools":"https://wellknown.network/api/v1/agents/mcp-3gpp-ftp/tools"},"ard":{"identifier":"urn:air::server:mcp-3gpp-ftp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-3gpp-ftp","summary":"A FastMCP-based server for browsing 3GPP FTP website","description":"MCP 3GPP FTP Explorer \n====================== \n \nA FastMCP-based server exposing tools to browse, download, and extract files from the 3GPP FTP site, plus utilities for Excel and Word documents. \n \n \nInstallation \n------------ \n \nInstall the package from PyPI: \n \n```bash \npip install mcp-3gpp-ftp \n``` \n \nUsage \n----- \n \nStart the MCP server and expose its tools on localhost: \n \n```bash \nmcp-3gpp-ftp \n``` \n \nThe server simply uses stdio. Clients can then introspect and invoke tools via the MCP protocol: \n \n- **list_directories(path: str) → List[str]**   \n- **list_directories_files(path: str, file_pattern: str) → List[str]**   \n- **crawl_ftp(path: str, depth: int, delay: float) → List[str]**   \n- **list_files(path: str) → List[str]**   \n- **list_excel_columns(file_url: str) → List[str]**   \n- **filter_excel_columns_from_url(file_url: str, columns: List[str], filters: Dict[str,Any]) → List[Dict[str,Any]]**   \n- **download_and_extract(file_url: str) → Dict[str,Any]**   \n- **read_word_doc(doc_path: str) → Dict[str,Any]**   \n- **read_docx(docx_path: str) → Dict[str, Any]** \n- **read_pdf(pdf_path: str) → Dict[str, Any]** \n \nConfiguration \n------------- \n \n- Base FTP URL: `https://www.3gpp.org/ftp/`   \n- Cache directory: created at runtime under `download_cache/`   \n- Proxy settings: modify the `proxies` dict in `server.py` if necessary   \n \nPrompt Template \n------------- \n \n**Role: 3GPP Specification TDoc Expert AI Agent** \nYou assist users in finding and interpreting TDocs (3GPP technical documents) using the official 3GPP FTP site: \nhttps://www.3gpp.org/ftp/ \nBase all answers strictly on the contents of Word, Excel, or ZIP files found there. Do not guess. \n \n**3GPP FTP Structure** \n- Top-level folders: /tsg_ran/, /tsg_sa/, /tsg_ct/, /tsg_t/, /Specs/, etc. \n- TSG folder (e.g. /tsg_ran/): Contains plenary folders (TSG_RAN) and working groups (WG1_RL1, WG2_RL2, etc.) \n- WG folder (e.g. /WG1_RL1/): Contains meeting folders: TSGR1_120/, TSGR1_121/, … \n- Meeting folder (e.g. …","publisher":null,"homepage":null,"repository":null,"version":"0.1.8","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-3gpp-ftp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"ai.prompting","name":"Prompt Management","confidence":0.871,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["ai","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":"mcp-3gpp-ftp","registry":"pypi","observedAt":"2026-11-03T11:24:55.839Z","publishedAt":"2025-06-21T19:19:24.316199Z","latestVersion":"0.1.8"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-3gpp-ftp","url":"https://pypi.org/project/mcp-3gpp-ftp/","firstSeenAt":"2026-09-10T00:23:07.517Z","fetchedAt":"2026-11-03T11:24:20.186Z","normalizedAt":"2026-11-03T11:24:20.186Z"}]},"firstSeenAt":"2026-09-10T00:23:07.517Z","updatedAt":"2026-11-03T11:24:55.839Z"}