{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_sa286q8q68wn","handle":"mcp-forger","url":"https://wellknown.network/agents/mcp-forger","links":{"self":"https://wellknown.network/agents/mcp-forger/record.json","html":"https://wellknown.network/agents/mcp-forger","markdown":"https://wellknown.network/agents/mcp-forger/record.md","api":"https://wellknown.network/api/v1/agents/mcp-forger","status":"https://wellknown.network/api/v1/agents/mcp-forger/status","claim":"https://wellknown.network/agents/mcp-forger/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-forger/claim.json","badge":"https://wellknown.network/agents/mcp-forger/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-forger/history","tools":"https://wellknown.network/api/v1/agents/mcp-forger/tools"},"ard":{"identifier":"urn:air::server:mcp-forger","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-forger","summary":"Convert any application into an MCP server — with AI assistance. CLI + Claude Desktop plugin.","description":"<p align=\"center\">\n  <img src=\"https://raw.githubusercontent.com/coderXcode/mcp-forge/main/images/mcp_forge.jpg\" alt=\"MCP Forger\" width=\"200\" />\n</p>\n\n<h1 align=\"center\">🔨 MCP Forger</h1>\n\n<p align=\"center\">\n\n  ## Your software becomes an AI coworker.\n\n  MCP Forger turns any app, API, repo, or codebase into an AI coworker that Claude, Codex, and other MCP clients can use directly. \n  Give it your backend. It analyzes it, generates an MCP server, tests it, and lets Claude operate your software through natural language.\n  Convert <strong>any application</strong> into an MCP (Model Context Protocol) server — with AI assistance.\n</p>\n\n<p align=\"center\">\n  <img src=\"https://img.shields.io/badge/docker-ready-blue?logo=docker\" />\n  <img src=\"https://img.shields.io/badge/claude-plugin-blueviolet?logo=anthropic\" />\n  <img src=\"https://img.shields.io/badge/python-3.12+-green?logo=python\" />\n  <img src=\"https://img.shields.io/badge/license-MIT-lightgrey\" />\n  <img src=\"https://img.shields.io/pypi/v/mcp-forger?label=pypi\" />\n</p>\n\n## ✨ Features\n\n| Category | Highlights |\n|---|---|\n| **Source ingestion** | Local folder (`mnt/`) · OpenAPI/Swagger URL *(under testing)* · GitHub repo *(under testing)* · Live URL probing *(under testing)* · File upload *(under testing)* · Manual description *(under testing)* |\n| **AI agent** | Multi-LLM (Gemini · Anthropic · OpenAI · local HuggingFace) · per-project chat · clarification Q&A loop |\n| **Code generation** | **Python FastMCP** (stable) · Node.js / Go / Generic *(under development & testing)* · LLM polish pass · security audit · auto-generated `.env`, `configure_claude.sh` & `configure_claude.ps1` |\n| **Versioning** | Snapshot on every generation · one-click rollback · optional git commits |\n| **Testing** | AI-generated pytest cases · in-container runner · full test history |\n| **Dashboard** | Real-time logs · 6-tab project view · editable `.env` config from the browser |\n| **Integrations** | Claude Desktop · Claude Code · Codex · `for…","publisher":{"name":"MCP Forge","url":null},"homepage":"https://github.com/coderXcode/mcp-forge/blob/main/user_manual.md","repository":"https://github.com/coderXcode/mcp-forge/blob/main/user_manual.md","version":"1.0.4","license":"MIT","protocols":["mcp"],"tags":["ai","api","claude","code-generation","llm","mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-forger","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":"code.generation","name":"Code Generation","confidence":1,"provenance":"derived"},{"slug":"ai.model-access","name":"Model Access","confidence":0.905,"provenance":"derived"},{"slug":"data.apis","name":"API Access","confidence":0.802,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","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":"mcp-forger","registry":"pypi","observedAt":"2026-10-22T09:23:20.926Z","publishedAt":"2026-05-03T18:11:44.619399Z","latestVersion":"1.0.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-forger","url":"https://pypi.org/project/mcp-forger/","firstSeenAt":"2026-09-10T01:20:57.185Z","fetchedAt":"2026-10-22T09:21:28.924Z","normalizedAt":"2026-10-22T09:21:28.924Z"}]},"firstSeenAt":"2026-09-10T01:20:57.185Z","updatedAt":"2026-10-22T09:23:20.926Z"}