{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_yrnc7r43ez2n","handle":"cellrepair-mcp-server","url":"https://wellknown.network/agents/cellrepair-mcp-server","links":{"self":"https://wellknown.network/agents/cellrepair-mcp-server/record.json","html":"https://wellknown.network/agents/cellrepair-mcp-server","markdown":"https://wellknown.network/agents/cellrepair-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/cellrepair-mcp-server","status":"https://wellknown.network/api/v1/agents/cellrepair-mcp-server/status","claim":"https://wellknown.network/agents/cellrepair-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/cellrepair-mcp-server/claim.json","badge":"https://wellknown.network/agents/cellrepair-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/cellrepair-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/cellrepair-mcp-server/tools"},"ard":{"identifier":"urn:air::server:cellrepair-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"cellrepair-mcp-server","summary":"Claude MCP Server for CellRepair.AI - Access 4882 autonomous agents from Claude","description":"# 🤖 CellRepair.AI Claude MCP Server\n\nAccess **4882 autonomous AI agents** directly from Claude Desktop!\n\n## 🚀 What is MCP?\n\n**Model Context Protocol (MCP)** is Anthropic's new standard for connecting external tools to Claude.\n\nWith this MCP server, Claude can:\n- ✅ Access CellRepair.AI's 4882 agents automatically\n- ✅ Get intelligent recommendations\n- ✅ Learn from AI-to-AI collaboration\n- ✅ Predict your next questions (3 steps ahead!)\n\n## 📦 Installation\n\n### 1. Install MCP Server\n\n```bash\npip install cellrepair-mcp-server\n```\n\n### 2. Configure Claude Desktop\n\nAdd to your Claude Desktop config (`~/Library/Application Support/Claude/claude_desktop_config.json` on Mac):\n\n```json\n{\n  \"mcpServers\": {\n    \"cellrepair\": {\n      \"command\": \"python3\",\n      \"args\": [\"-m\", \"cellrepair_mcp_server\"],\n      \"env\": {\n        \"CELLREPAIR_API_KEY\": \"your_api_key_here\"\n      }\n    }\n  }\n}\n```\n\n### 3. Restart Claude Desktop\n\nThat's it! Claude can now use CellRepair.AI automatically! 🎉\n\n## 🔑 Get API Key\n\nGet your **free API key** (1000 calls/month):\n\n👉 **[https://cellrepair.ai/api/?utm_source=claude&utm_medium=mcp](https://cellrepair.ai/api/?utm_source=claude&utm_medium=mcp)**\n\n## 💡 How to Use\n\nJust ask Claude normally! The AI will automatically use CellRepair when appropriate:\n\n### Example 1: Multi-Agent Optimization\n\n```\nYou: How can I optimize coordination between 50+ AI agents?\n\nClaude: Let me consult the CellRepair.AI network...\n[Uses CellRepair tool automatically]\n\nBased on 4882 agents' collective intelligence:\nImplement Redis Pub/Sub for real-time communication...\n[Detailed recommendation from CellRepair]\n```\n\n### Example 2: Cost Reduction\n\n```\nYou: How to reduce my AI API costs by 50%?\n\nClaude: [Automatically queries CellRepair.AI]\n\nThe network recommends:\n1. Dynamic model selection based on query complexity...\n2. Aggressive caching for repetitive queries...\n[Complete strategy with confidence scores]\n```\n\n## 🌟 Features\n\nWhen Claude uses CellRepair.AI, you get:\n\n- **4882…","publisher":{"name":"CellRepair Systems","url":null},"homepage":"https://github.com/PowerForYou74/cellrepair-mcp-server","repository":"https://github.com/cellrepair-systems/cellrepair-ai/issues","version":"1.0.2","license":"MIT","protocols":["mcp"],"tags":["claude","mcp","model-context-protocol","ai","agents","multi-agent","anthropic","artificial-intelligence"],"pricing":null,"endpoints":[{"url":"pypi:cellrepair-mcp-server","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":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"}],"categories":["automation"],"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":"cellrepair-mcp-server","registry":"pypi","observedAt":"2026-10-27T21:24:45.587Z","publishedAt":"2025-11-10T01:19:25.523909Z","latestVersion":"1.0.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"cellrepair-mcp-server","url":"https://pypi.org/project/cellrepair-mcp-server/","firstSeenAt":"2026-09-09T11:29:56.807Z","fetchedAt":"2026-10-27T21:23:18.985Z","normalizedAt":"2026-10-27T21:23:18.985Z"}]},"firstSeenAt":"2026-09-09T11:29:56.807Z","updatedAt":"2026-10-27T21:24:45.587Z"}