{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_5q6636uyhsy3","handle":"respcode-mcp","url":"https://wellknown.network/agents/respcode-mcp","links":{"self":"https://wellknown.network/agents/respcode-mcp/record.json","html":"https://wellknown.network/agents/respcode-mcp","markdown":"https://wellknown.network/agents/respcode-mcp/record.md","api":"https://wellknown.network/api/v1/agents/respcode-mcp","status":"https://wellknown.network/api/v1/agents/respcode-mcp/status","claim":"https://wellknown.network/agents/respcode-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/respcode-mcp/claim.json","badge":"https://wellknown.network/agents/respcode-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/respcode-mcp/history","tools":"https://wellknown.network/api/v1/agents/respcode-mcp/tools"},"ard":{"identifier":"urn:air::server:respcode-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"respcode-mcp","summary":"RespCode MCP Server - Multi-architecture code generation with 11+ AI models","description":"# RespCode MCP Server\n\nMulti-architecture code execution for Claude Desktop via MCP with **11+ AI models**.\n\n![Version](https://img.shields.io/badge/version-2.3.0-blue)\n![Python](https://img.shields.io/badge/python-3.10+-green)\n\n## ✨ What's New in v2.3\n\n- **Dynamic Model Loading** - Models fetched from API automatically\n- **11+ AI Models** - Claude, GPT-4o, Gemini, DeepSeek, Llama, Qwen\n- **New `list_models` Tool** - See all available models and pricing\n- **5-Minute Caching** - Faster tool listing\n\n## Installation\n\n```bash\npip install respcode-mcp\n```\n\nOr install from source:\n\n```bash\ngit clone https://github.com/RespCodeAI/respcode-mcp\ncd respcode-mcp\npip install -e .\n```\n\n## Setup\n\n1. Get your API key at [respcode.com/settings/api-keys](https://respcode.com/settings/api-keys)\n\n2. Configure Claude Desktop (`~/.config/claude/claude_desktop_config.json` on Linux/Mac or `%APPDATA%\\Claude\\claude_desktop_config.json` on Windows):\n\n```json\n{\n  \"mcpServers\": {\n    \"respcode\": {\n      \"command\": \"respcode-mcp\",\n      \"env\": {\n        \"RESPCODE_API_KEY\": \"your-api-key-here\"\n      }\n    }\n  }\n}\n```\n\n3. Restart Claude Desktop\n\n## Available Tools\n\n| Tool | Description | Credits |\n|------|-------------|---------|\n| `generate` | AI generates & executes code (choose from 11+ models) | 1-7 |\n| `execute` | Run your own code (no AI) | 1 |\n| `compete` | Compare 4 AI models side-by-side | ~15 |\n| `collaborate` | Models refine each other's code | ~10-20 |\n| `consensus` | 4 models generate, AI merges best parts | ~20 |\n| `list_models` | Show all available models & pricing | 0 |\n| `history` | View past prompts | 0 |\n| `history_search` | Search prompt history | 0 |\n| `rerun` | Re-run prompt on different architecture | 1 |\n| `credits` | Check balance & pricing | 0 |\n\n## Supported AI Models\n\n### Anthropic 🟣\n| Model | Shortcut | Credits |\n|-------|----------|---------|\n| Claude Sonnet 4.5 | `claude` | 6 |\n| Claude Haiku 3.5 | `haiku` | 1 |\n\n### OpenAI 🟢\n| Model | Shortcut | Credits |\n|---…","publisher":null,"homepage":"https://docs.respcode.com","repository":"https://github.com/RespCodeAI/respcode-mcp","version":"2.3.0","license":"MIT","protocols":["mcp"],"tags":["ai","anthropic","claude","code-execution","mcp"],"pricing":null,"endpoints":[{"url":"pypi:respcode-mcp","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"}},"derived":{"capabilities":[{"slug":"code.execution","name":"Code Execution","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","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":"respcode-mcp","registry":"pypi","observedAt":"2026-10-28T21:26:29.043Z","publishedAt":"2026-01-22T15:46:11.467218Z","latestVersion":"2.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"respcode-mcp","url":"https://pypi.org/project/respcode-mcp/","firstSeenAt":"2026-09-10T11:26:55.773Z","fetchedAt":"2026-10-28T21:25:05.249Z","normalizedAt":"2026-10-28T21:25:05.249Z"}]},"firstSeenAt":"2026-09-10T11:26:55.773Z","updatedAt":"2026-10-28T21:26:29.043Z"}