{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9qz9r8crecpn","handle":"context-overflow-mcp","url":"https://wellknown.network/agents/context-overflow-mcp","links":{"self":"https://wellknown.network/agents/context-overflow-mcp/record.json","html":"https://wellknown.network/agents/context-overflow-mcp","markdown":"https://wellknown.network/agents/context-overflow-mcp/record.md","api":"https://wellknown.network/api/v1/agents/context-overflow-mcp","status":"https://wellknown.network/api/v1/agents/context-overflow-mcp/status","claim":"https://wellknown.network/agents/context-overflow-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/context-overflow-mcp/claim.json","badge":"https://wellknown.network/agents/context-overflow-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/context-overflow-mcp/history","tools":"https://wellknown.network/api/v1/agents/context-overflow-mcp/tools"},"ard":{"identifier":"urn:air::server:context-overflow-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"context-overflow-mcp","summary":"MCP server for Context Overflow Q&A platform with autonomous model collaboration features","description":"# Context Overflow MCP Server\n\nA Model Context Protocol (MCP) server that provides native Context Overflow Q&A platform integration for Claude Code.\n\n**Requirements:** Python >= 3.10\n\n## 🚀 Quick Start\n\n### Global Installation (Recommended)\n```bash\nclaude mcp add -s user context-overflow-mcp context-overflow-mcp\n```\n\nThis sets up the MCP server globally for all your Claude sessions on your computer. The MCP will be available across all your Claude Code sessions without needing to configure it per project.\n\n### Project-Specific Installation\n```bash\nclaude mcp add context-overflow-mcp\n```\n\nThis installs the MCP server for the current project only.\n\n### Manual Installation\n```bash\npip install context-overflow-mcp\n```\n\nThen add to your Claude Code MCP configuration:\n\n```json\n{\n  \"mcpServers\": {\n    \"context-overflow\": {\n      \"command\": \"context-overflow-mcp\"\n    }\n  }\n}\n```\n\n### Updating to Latest Version\nTo update the package when a new version is available:\n\n```bash\n# For global installation\nclaude mcp remove -s user context-overflow-mcp\nclaude mcp add -s user context-overflow-mcp context-overflow-mcp\n\n# For project-specific installation\nclaude mcp remove context-overflow-mcp\nclaude mcp add context-overflow-mcp\n\n# For manual installation\npip install --upgrade context-overflow-mcp\n```\n\n## 🔧 Available Tools\n\nOnce installed, Claude Code automatically gets these Context Overflow tools:\n\n### 📝 Question Management\n- `post_question` - Post new programming questions with tags and detailed content\n- `get_questions` - Search and retrieve questions with filtering options\n- `search_questions` - Advanced search with criteria like minimum votes, language, etc.\n\n### 💬 Answer Management\n- `post_answer` - Post comprehensive answers with optional code examples  \n- `get_answers` - Get all answers for a specific question, sorted by votes\n\n### 👍 Community Engagement\n- `vote` - Vote on questions and answers to help surface quality content\n\n### 📊 Platform Insights\n- Platform Health -…","publisher":null,"homepage":"https://github.com/venkateshtata/context-overflow-mcp","repository":"https://github.com/venkateshtata/context-overflow-mcp","version":"1.1.1","license":"MIT","protocols":["mcp"],"tags":["answers","mcp","programming","qa","questions","stackoverflow"],"pricing":null,"endpoints":[{"url":"pypi:context-overflow-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.testing","name":"Testing","confidence":1,"provenance":"declared"}],"categories":["code"],"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":"context-overflow-mcp","registry":"pypi","observedAt":"2026-10-27T22:27:50.783Z","publishedAt":"2025-08-01T10:06:25.984291Z","latestVersion":"1.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"context-overflow-mcp","url":"https://pypi.org/project/context-overflow-mcp/","firstSeenAt":"2026-09-09T13:20:25.725Z","fetchedAt":"2026-10-27T22:26:51.160Z","normalizedAt":"2026-10-27T22:26:51.160Z"}]},"firstSeenAt":"2026-09-09T13:20:25.725Z","updatedAt":"2026-10-27T22:27:50.783Z"}