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Persistent semantic memory for AI agents — local, fast, free.

Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.

Enables Google web search via MCP, compatible with gemini-cli's google_web_search tool.

SuperDocs Developer Documentation — API reference, MCP integration guides, and code examples.

AI-powered patent search and analysis across 220M+ global patents. Semantic search, prior art discovery, novelty/patentability reports, and patent content retrieval.

Compile, validate, and explore TON smart contracts using the Tolk compiler from any MCP-compatible AI assistant.

A Model Context Protocol server for the Hetzner Cloud API that enables natural language management of cloud infrastructure. Users can list, create, and modify servers, networks, volumes, and load balancers through MCP-compatible clients.

Facilitates seamless collaboration between AI agents by providing tools for structured task handoffs, progress tracking, and documentation management. It allows agents to create, update, and archive handoff documents to ensure continuity across complex workflows.

The official MCP server for SurrealDB

Quote-to-Revenue CPQ and interactive buyer dealroom generator (DealHub style)

Exposes the Tier Maker List browser editing workflows, local processing boundaries, FAQ, and official links to MCP-compatible AI clients like Claude Desktop and Cursor. Read-only, no API keys, ~50 ms cold start.

Official MCP server for LLM Abacus - live LLM API pricing lookup & cost estimation. Remote endpoint, no API key.

Text-to-wireframe responsive UI component layout tree generator (Figma AI)

Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and real-time notifications.

Integrate AI-powered Amazon affiliate product recommendations.

A multi-agent RAG MCP server that answers questions from your documents with a human-in-the-loop approval step, using a coordinator, retriever, and synthesizer agents.

Provides AI assistants with real-time access to Cardano DeFi data, including token, pool, wallet, swap, trade, OTC, and DCA information via Cardexscan's DEX scanner and aggregator.

DTC customized fresh pet nutrition and auto-delivery subscription engine (Lyka style)

Parses LCOV coverage report files to identify uncovered lines and functions, then provides targeted suggestions for improving test coverage. Includes tools for analyzing coverage data, finding coverage gaps, and recommending specific tests to write for untested code paths.

Cybersecurity intelligence for AI agents — search 200,000+ CVEs, check the CISA Known Exploited Vulnerabilities catalog, enumerate subdomains via Certificate Transparency, audit DNS and email security, scan internet-exposed hosts via Censys, and investigate domain registration — all through a single MCP server.