{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kfj5q8b7pcfp","handle":"file-analysis-mcp","url":"https://wellknown.network/agents/file-analysis-mcp","links":{"self":"https://wellknown.network/agents/file-analysis-mcp/record.json","html":"https://wellknown.network/agents/file-analysis-mcp","markdown":"https://wellknown.network/agents/file-analysis-mcp/record.md","api":"https://wellknown.network/api/v1/agents/file-analysis-mcp","status":"https://wellknown.network/api/v1/agents/file-analysis-mcp/status","claim":"https://wellknown.network/agents/file-analysis-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/file-analysis-mcp/claim.json","badge":"https://wellknown.network/agents/file-analysis-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/file-analysis-mcp/history","tools":"https://wellknown.network/api/v1/agents/file-analysis-mcp/tools"},"ard":{"identifier":"urn:air::server:file-analysis-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"file-analysis-mcp","summary":"MCP server for text file analysis","description":"# CUSTOM MCP SERVER\n> Get started building your own server to use in Claude for Desktop and other clients.\n\nThis README file provides a comprehensive guide on creating a custom MCP server and publishing it as a package to PyPI. Follow the steps outlined to build, configure, and deploy your server effectively.\n\n---\n\n## What is Model Context Protocol (MCP)?\n\n**MCP** stands for **Model Context Protocol** — it's a protocol that allows developers to extend AI assistants (like Claude) with custom tools and servers.\n\n- **Example**: You can build weather servers, calculators, finance assistants, or anything you imagine.\n\nMCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools.\n\n---\n\n## General Architecture\n\n```mermaid\nflowchart LR\n    subgraph \"Your Computer\"\n        Host[\"Host with MCP Client\\n(Claude, IDEs, Tools)\"]\n        S1[\"MCP Server A\"]\n        S2[\"MCP Server B\"]\n        S3[\"MCP Server C\"]\n        Host <-->|\"MCP Protocol\"| S1\n        Host <-->|\"MCP Protocol\"| S2\n        Host <-->|\"MCP Protocol\"| S3\n        S1 <--> D1[(\"Local\\nData Source A\")]\n        S2 <--> D2[(\"Local\\nData Source B\")]\n    end\n    subgraph \"Internet\"\n        S3 <-->|\"Web APIs\"| D3[(\"Remote\\nService C\")]\n    end\n```\n\n### Key Components\n\n- **MCP Hosts**: Programs like Claude Desktop, IDEs, or AI tools that want to access data through MCP.\n- **MCP Clients**: Protocol clients that maintain 1:1 connections with servers.\n- **MCP Servers**: Lightweight programs that each expose specific capabilities through the standardized Model Context Protocol.\n- **Local Data Sources**: Your computer's files, databases, and services that MCP servers can securely access.\n- **Remote Services**: External systems available over the internet (e.g., thro…","publisher":null,"homepage":null,"repository":"https://github.com/varunidealabs/file_analysis_mcp.git","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:file-analysis-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"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":"file-analysis-mcp","registry":"pypi","observedAt":"2026-11-09T05:24:32.833Z","publishedAt":"2025-04-10T20:10:07.710477Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"file-analysis-mcp","url":"https://pypi.org/project/file-analysis-mcp/","firstSeenAt":"2026-09-09T15:22:50.239Z","fetchedAt":"2026-11-09T05:22:56.597Z","normalizedAt":"2026-11-09T05:22:56.597Z"}]},"firstSeenAt":"2026-09-09T15:22:50.239Z","updatedAt":"2026-11-09T05:24:32.833Z"}