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Cross-OEM telemetry normalization for Fanuc, Siemens, Haas, DMG Mori, Mazak. Plain-English automation across mixed manufacturing fleets. 14 MCP tools.

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Register, attest, and verify work for any autonomous agent. Persistent cryptographic identity, tamper-evident on-chain work records, trust scores. 3 MCP tools. Settled on Solana.

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

Read-only database access with schema inspection

Open-source MCP server that audits programmatic SEO sites for SpamBrain risk — doorway clusters, near-duplicates, thin content — grouped by template. Clusters URLs into templates, samples pages from each, and returns a per-template verdict with risk score and fix manifest. Fix one template, fix thousands of pages. MIT.

MCP server that connects AI assistants to Siemens TIA Portal via the Openness API. AI-assisted PLC programming, project management, hardware configuration, cross-reference analysis, and deployment. 16 tools, 166 actions.

Acornonaut converts YouTube playlists into high-quality flashcards with spaced repetition scheduling (SM-2 algorithm). Features 18 MCP tools for playlist management, card search, semantic search, Anki/CSV/JSON export, and quota tracking. OAuth 2.0 authenticated endpoint at https://mcp.acornonaut.app

Plexa is the agentic discovery layer for local businesses in Mexico and Latin America. AI agents can search, query, and connect with 250+ real businesses across dental, tourism, hospitality, and restaurant verticals — with structured data, trust scores, actionable capabilities, and WhatsApp deep links. 6 MCP tools: search_businesses, get_business, get_business_hours, get_business_services, contact_business, list_verticals. MCP Server URL: https://api.joinplexa.com/mcp/sse Website: https://joinplexa.com Docs: https://joinplexa.com/docs API: https://api.joinplexa.com Category: Business / Local Services / Data / Directory Author: Incremática License: Proprietary (API is free tier available)

One API for Search, Crawling, and Sitemaps

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

Browser automation and web scraping

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

AI image generation using various models

Retrieving and analyzing issues from Sentry.io

test

高德地图官方 MCP Server

Remote MCP server that exposes an Obsidian vault over HTTPS via the Model Context Protocol. 23 tools across vault CRUD, full-text search (SQLite FTS5), structured memory (About Me/ files), link graph (backlinks, outgoing links, orphan detection), and daily-note resolution. Runs locally via Docker or remotely with Obsidian Sync + OAuth 2.1 on a VPS.

Web and local search using Brave's Search API

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per answer, and a judge-gated loop that promotes validated knowledge. Zero-key local embeddings (bge-m3), hybrid vector + BM25 retrieval, scoped fail-closed bearer auth, and multi-tenant row-level security — self-hosted on Postgres alone. Apache-2.0. Reference implementation of the Agentic Product Standard.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

MCP server to provide Figma layout information to AI coding agents like Cursor

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.