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Structured error-to-rule learning system for AI agents.

A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, integrating with Google Calendar to enable querying meetings and events via chat.

MCP server powering Quality Clouds LivecheckAI. Real-time code validation for AI-generated code with governance, security, and platform-aware rules for Salesforce.

Exposes deadline-driven Japanese public-sector business opportunity data (tenders, subsidies, sanctions) to AI agents, with per-call payment via the x402 protocol.

A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide products, providing tools for tickets, users, organizations, search, and more.

Desktop UI interaction sequence planner from screen desc

ClickHouse MCP provides a bridge between Claude and ClickHouse databases, enabling AI assistants to execute queries and retrieve data directly from ClickHouse instances. Built by Alex Novikov, it leverages the official ClickHouse Go client to establish secure connections with configurable authentication options. The implementation is containerized with Docker for easy deployment and includes comprehensive test coverage. This tool is particularly valuable for data analysis workflows requiring access to time-series data, analytics datasets, or large-scale data warehouses stored in ClickHouse without leaving the conversation interface.

A Model Context Protocol server that provides enhanced browser automation capabilities using Puppeteer-Extra with Stealth Plugin, enabling LLMs to interact with web pages in a way that better emulates human behavior and avoids detection as automation.

AI-powered comic book authentication, grading, and valuation, secured on the Casper blockchain.

Build UI components and pages using AIOZ UI V3 design system.

Enables AI assistants like Claude to read, search, and send messages through your personal Telegram account via MCP tools.

Prompt-injection and data-exfiltration screening for untrusted text.

Synthetix MCP server — 22 tools for AI agent integration. Hosted by Junct.

FBI Crime Data Explorer MCP — UCR/NIBRS statistics

Provides Docker management tools for AI agents, including inspecting containers, images, Dockerfiles, and Compose configurations.

nova-inbox-agent MCP server by Nova (CIVAI), remote Streamable HTTP

Small production-oriented MCP server for diagnosing incidents from Elasticsearch logs with unknown schema. It provides tools for log discovery, retrieval, and issue diagnosis.

MCP server built with Mastra that analyses all URLs of a website from a given URL and groups pages by templates.

Demonstrates MCP 2026-07-28 behavior for long-running tool calls, task lifecycle (get, update, cancel), and elicitation clarification during async tasks.

Enables AI tools to read, search, compose, reply, forward, and manage Claws Mail folders and messages through the user's already-configured email accounts via a local MCP server.