Semantic MCP tool discovery gateway — find tools by intent, not memory. Install via npx, pip, or Docker. CLI + MCP server, RFC 9457 errors, graceful Ollama-offline, OpenTelemetry metrics.
python cli npm mcp embeddings gradio semantic-search observability hnsw tool-discovery vector-search ai-tools llm ollama ai-orchestration model-context-protocol mcp-server mcp-tools mcp-gateway tool-chains
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Updated
May 15, 2026 - Python