{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mxvnnph3h7b2","handle":"file-summarizer-mcp-server","url":"https://wellknown.network/agents/file-summarizer-mcp-server","links":{"self":"https://wellknown.network/agents/file-summarizer-mcp-server/record.json","html":"https://wellknown.network/agents/file-summarizer-mcp-server","markdown":"https://wellknown.network/agents/file-summarizer-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/file-summarizer-mcp-server","status":"https://wellknown.network/api/v1/agents/file-summarizer-mcp-server/status","claim":"https://wellknown.network/agents/file-summarizer-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/file-summarizer-mcp-server/claim.json","badge":"https://wellknown.network/agents/file-summarizer-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/file-summarizer-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/file-summarizer-mcp-server/tools"},"ard":{"identifier":"urn:air::server:file-summarizer-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"file-summarizer-mcp-server","summary":"A Model Context Protocol (MCP) server for reading and summarizing file content with language support","description":"# 📄 File Summarizer MCP Server\n\nA fully offline, multi-modal file summarization server built with FastMCP. Supports text, documents, audio, and video files with language detection, translation, and speech-to-text capabilities.\n\n## 🚀 Features\n\n- 📂 **Reads multiple file types** — PDF, DOCX, TXT, audio (MP3, WAV), video (MP4, MOV) via Apache Tika & Whisper.\n- 🧠 **Summarizes file content or raw input text** automatically.\n- 🌐 **Multi-language support** — detects input language, translates to English if needed, or keeps summary in original language.\n- 🎙 **Speech-to-text transcription** — audio/video files transcribed via Whisper before summarization.\n- ⚙️ **Simple async MCP tools** — easy to extend and integrate with any MCP client.\n- 🔒 Fully offline capable — no need for external LLM APIs.\n- 🐍 Built with Python 3.12, FastMCP server framework, Apache Tika, Whisper, LangDetect, and Deep Translator.\n\n## 🛠 Installation\n\n1️⃣ Clone the repo:\n\n```bash\ngit clone https://github.com/Muskan244/File_Summarizer_MCP_Server.git\ncd File_Summarizer_MCP_Server\n```\n\n2️⃣ Setup virtual environment:\n\n```bash\npython3.12 -m venv .venv\nsource .venv/bin/activate\n```\n\n3️⃣ Install dependencies:\n\n```bash\npip install -r requirements.txt\n# Whisper requires ffmpeg installed system-wide\nbrew install ffmpeg  # (Mac)\n```\n\n## 🔧 Usage\n\nStart the MCP server:\n\n```bash\nuv run file_summarizer.py\n```\n\nIt exposes the following tools:\n\n- `read_file(file_path)`\n- `summarize_file(file_path)`\n- `summarize_text(text)`\n- `detect_language(text)`\n- `translate_text(text)`\n- `transcribe_file(file_path)`\n\nYou can invoke these via any MCP-compliant client (Claude Desktop, Open Interpreter, etc.).","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:file-summarizer-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":"content.translation","name":"Translation","confidence":1,"provenance":"derived"},{"slug":"content.writing","name":"Writing & Editing","confidence":1,"provenance":"derived"},{"slug":"media.speech-recognition","name":"Speech Recognition","confidence":1,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["content","dev","media"],"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":"file-summarizer-mcp-server","registry":"pypi","observedAt":"2026-10-21T22:28:16.084Z","publishedAt":"2025-07-07T13:44:16.002830Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"file-summarizer-mcp-server","url":"https://pypi.org/project/file-summarizer-mcp-server/","firstSeenAt":"2026-09-09T15:22:51.697Z","fetchedAt":"2026-10-21T22:27:00.746Z","normalizedAt":"2026-10-21T22:27:00.746Z"}]},"firstSeenAt":"2026-09-09T15:22:51.697Z","updatedAt":"2026-10-21T22:28:16.084Z"}