{"$schema":"https://modelcontextprotocol.io/schema/server-card.json","name":"zerolabs-public-mcp","displayName":"ZeroLabs Public MCP Server","version":"2.0.0","description":"ZeroLabs Public Remote MCP Server — Research engine, claim validation, architecture benchmarks, and verified code implementation recipes for AI agents","homepage":"https://labs.zeroshot.studio/connect-mcp","documentation":"https://labs.zeroshot.studio/connect-mcp","repository":"https://github.com/zeroshotstudio/ZeroLabs","author":{"name":"Jimmy G","url":"https://jimmygoode.com"},"authentication":{"type":"none","required":false,"description":"Public read-only remote MCP endpoint, no authentication required"},"transports":[{"type":"sse","url":"https://labs.zeroshot.studio/api/mcp/sse","description":"Server-Sent Events streaming transport (Claude Code, Cursor, Windsurf)"},{"type":"http","url":"https://labs.zeroshot.studio/api/mcp","description":"Stateless JSON-RPC 2.0 HTTP POST transport"}],"capabilities":{"tools":{"listChanged":false},"resources":{"subscribe":false,"listChanged":false}},"tools":[{"name":"search_articles","description":"Search ZeroLabs published engineering research, benchmarks, architecture guides, and agent blueprints with rich agent metadata and facet filters.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"Search keyword or topic (e.g. 'agentic memory', 'vps setup')"},"zone":{"type":"string","description":"Filter by technical zone: agents, openclaw, vps-infra, ai-workflows, resources, news, maintenance-mode"},"tags":{"type":"array","items":{"type":"string"},"description":"Filter by topic tags (e.g. ['skill', 'openclaw'])"},"content_type":{"type":"array","items":{"type":"string","enum":["article","recipe","benchmark","skill","news"]},"description":"Filter by content type"},"date_after":{"type":"string","description":"Freshness filter (YYYY-MM-DD)"},"limit":{"type":"integer","description":"Max results (1-20, default 10)"}}}},{"name":"get_article","description":"Retrieve full article text, architectural patterns, frontmatter, and verified implementations for a published ZeroLabs post.","inputSchema":{"type":"object","properties":{"slug":{"type":"string","description":"The article URL slug (e.g. 'frontend-design-agent-skill')"}},"required":["slug"]}},{"name":"get_evidence","description":"Validate specific technical claims or hypotheses against the ZeroLabs knowledge graph without fetching full documents.","inputSchema":{"type":"object","properties":{"claim":{"type":"string","description":"Specific technical statement or hypothesis to validate"},"topic":{"type":"string","description":"Contextual topic filter (optional)"},"limit":{"type":"integer","description":"Max evidence excerpts to return (1-10, default 3)"}},"required":["claim"]}},{"name":"get_citation","description":"Generate authoritative citation formats (markdown, apa, chicago, bibtex, plaintext) for a published ZeroLabs article.","inputSchema":{"type":"object","properties":{"slug":{"type":"string","description":"Target post slug"},"format":{"type":"string","enum":["markdown","bibtex","apa","chicago","plaintext"],"description":"Desired citation format (default 'markdown')"}},"required":["slug"]}},{"name":"get_related","description":"Traverse the ZeroLabs content graph to find prerequisites, companion implementation guides, benchmarks, and related concepts.","inputSchema":{"type":"object","properties":{"slug":{"type":"string","description":"Target post slug"}},"required":["slug"]}},{"name":"list_topics","description":"List all active topic tags across ZeroLabs with post counts and content zones.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","description":"Max topics to return (1-100, default 50)"}}}},{"name":"list_zones","description":"List all technical content zones available on ZeroLabs with descriptions and post counts.","inputSchema":{"type":"object","properties":{}}},{"name":"get_recipe","description":"Retrieve an executable implementation recipe with problem statement, prerequisites, environment variables, multi-file code blocks, and deterministic verification command.","inputSchema":{"type":"object","properties":{"slug":{"type":"string","description":"Target recipe or article slug"},"filename":{"type":"string","description":"Optional specific file name to extract (e.g. 'SKILL.md')"}},"required":["slug"]}},{"name":"get_code_recipe","description":"Retrieve downloadable companion code files (SKILL.md, AGENTS.md, config JSON) attached to a published post (MCP v1 compatibility).","inputSchema":{"type":"object","properties":{"slug":{"type":"string","description":"The article URL slug"},"filename":{"type":"string","description":"Optional specific file name (e.g. 'SKILL.md')"}},"required":["slug"]}},{"name":"verify_recipe","description":"Validate runtime compatibility and test command for an implementation recipe on Node, Python, Bun, Docker, or agent environments.","inputSchema":{"type":"object","properties":{"recipe":{"type":"string","description":"Recipe slug"},"runtime":{"type":"string","description":"Calling runtime (e.g. 'node', 'python', 'bun', 'docker', 'cursor', 'claude-code', 'openclaw')"},"version":{"type":"string","description":"Runtime version (e.g. '20', '3.12')"}},"required":["recipe","runtime"]}},{"name":"get_research_benchmark","description":"Retrieve benchmark findings, performance comparisons, and architecture evaluations from published ZeroLabs articles.","inputSchema":{"type":"object","properties":{"topic":{"type":"string","description":"Benchmark subject (e.g. 'gemini', 'coding agents', 'context window')"},"limit":{"type":"integer","description":"Max results (1-10, default 5)"}},"required":["topic"]}},{"name":"compare_benchmarks","description":"Compare performance benchmarks, throughput, latency, and context efficiency across agent systems or architectures.","inputSchema":{"type":"object","properties":{"topic":{"type":"string","description":"Comparison subject (e.g. 'mcp sse vs http', 'claude code vs cursor')"},"systems":{"type":"array","items":{"type":"string"},"description":"List of system names to compare"}}}},{"name":"research","description":"Deterministic high-level research workflow: combines search, evidence retrieval, and executive synthesis into a single structured packet.","inputSchema":{"type":"object","properties":{"question":{"type":"string","description":"Technical question or research objective"},"depth":{"type":"string","enum":["standard","deep"],"description":"Research depth (default 'standard')"}},"required":["question"]}},{"name":"get_install_snippet","description":"Get the exact configuration JSON snippet or CLI command to install ZeroLabs Remote MCP Server into Cursor, Claude Desktop, Claude Code, or Windsurf.","inputSchema":{"type":"object","properties":{"client":{"type":"string","enum":["cursor","claude-desktop","claude-code","windsurf","generic-sse"],"description":"Target IDE or client (cursor, claude-desktop, claude-code, windsurf, or generic-sse)"}},"required":["client"]}}],"discovery":{"ai_catalog":"https://labs.zeroshot.studio/.well-known/ai-catalog.json","agents_txt":"https://labs.zeroshot.studio/agents.txt","agents_md":"https://labs.zeroshot.studio/agents.md","agents_json":"https://labs.zeroshot.studio/agents.json","manifest":"https://labs.zeroshot.studio/.well-known/mcp.json","server_card":"https://labs.zeroshot.studio/.well-known/mcp/server-card.json","link_header":"</api/mcp/sse>; rel=\"mcp-server\", </.well-known/ai-catalog.json>; rel=\"ai-catalog\", </.well-known/mcp/server-card.json>; rel=\"mcp-server-card\"","dns_txt":"labs.zeroshot.studio IN TXT \"mcp=https://labs.zeroshot.studio/api/mcp/sse\"","dns_srv":"_mcp._tcp.labs.zeroshot.studio 10 0 443 labs.zeroshot.studio"}}