{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fhaenj2fr9c5","handle":"iflow-mcp-gwbischof-outsource-mcp","url":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-gwbischof-outsource-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-gwbischof-outsource-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-gwbischof-outsource-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-gwbischof-outsource-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-gwbischof-outsource-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-gwbischof-outsource-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_gwbischof-outsource-mcp","summary":"MCP server for outsourcing tasks to AI agents","description":"# Outsource MCP\n\nAn MCP (Model Context Protocol) server that enables AI applications to outsource tasks to various model providers through a unified interface.\n\n<img width=\"1154\" alt=\"image\" src=\"https://github.com/user-attachments/assets/cd364a7c-eae5-4c58-bc1f-fdeea6cb8434\" />\n\n<img width=\"1103\" alt=\"image\" src=\"https://github.com/user-attachments/assets/55924981-83e9-4811-9f51-b049595b7505\" />\n\nCompatible with any AI tool that supports the Model Context Protocol, including Claude Desktop, Cline, and other MCP-enabled applications.\nBuilt with [FastMCP](https://github.com/mcp/fastmcp) for the MCP server implementation and [Agno](https://github.com/agno-agi/agno) for AI agent capabilities.\n\n## Features\n\n- 🤖 **Multi-Provider Support**: Access 20+ AI providers through a single interface\n- 📝 **Text Generation**: Generate text using models from OpenAI, Anthropic, Google, and more\n- 🎨 **Image Generation**: Create images using DALL-E 3 and DALL-E 2\n- 🔧 **Simple API**: Consistent interface with just three parameters: provider, model, and prompt\n- 🔑 **Flexible Authentication**: Only configure API keys for the providers you use\n\n## Configuration\n\nAdd the following configuration to your MCP client. Consult your MCP client's documentation for specific configuration details.\n\n```json\n{\n  \"mcpServers\": {\n    \"outsource-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\"--from\", \"git+https://github.com/gwbischof/outsource-mcp.git\", \"outsource-mcp\"],\n      \"env\": {\n        \"OPENAI_API_KEY\": \"your-openai-key\",\n        \"ANTHROPIC_API_KEY\": \"your-anthropic-key\",\n        \"GOOGLE_API_KEY\": \"your-google-key\",\n        \"GROQ_API_KEY\": \"your-groq-key\",\n        \"DEEPSEEK_API_KEY\": \"your-deepseek-key\",\n        \"XAI_API_KEY\": \"your-xai-key\",\n        \"PERPLEXITY_API_KEY\": \"your-perplexity-key\",\n        \"COHERE_API_KEY\": \"your-cohere-key\",\n        \"FIREWORKS_API_KEY\": \"your-fireworks-key\",\n        \"HUGGINGFACE_API_KEY\": \"your-huggingface-key\",\n        \"MISTRAL_API_KEY\": \"your-mistral-key\",\n …","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_gwbischof-outsource-mcp","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.model-access","name":"Model Access","confidence":0.905,"provenance":"derived"},{"slug":"media.image-generation","name":"Image Generation","confidence":0.848,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","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":"iflow-mcp_gwbischof-outsource-mcp","registry":"pypi","observedAt":"2026-09-15T18:21:49.102Z","publishedAt":"2026-02-09T22:47:43.050381Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_gwbischof-outsource-mcp","url":"https://pypi.org/project/iflow-mcp_gwbischof-outsource-mcp/","firstSeenAt":"2026-09-09T19:23:25.669Z","fetchedAt":"2026-09-15T18:19:55.341Z","normalizedAt":"2026-09-15T18:19:55.341Z"}]},"firstSeenAt":"2026-09-09T19:23:25.669Z","updatedAt":"2026-09-15T18:21:49.102Z"}