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An MCP server that gives AI agents real-time observability into Apache Kafka clusters, enabling natural language queries for broker health, consumer lag, and diagnostics.

MCP server for Minecraft that manages map points, provides recipes and guides, and enables inspection/download of files and worlds via the exaroton REST API.

An MCP server that retrieves documentation from official sources (LangChain, LlamaIndex, OpenAI, uv) using Serper API, extracts page content, and provides context for LLM-based answers.

Enables AI agents to execute SSH commands, read files, and list directories on remote hosts with a configurable command-safety policy.

Kartverket MCP provides access to Norwegian mapping authority data including topographic maps, cadastral property data, and coordinate system conversions. Built as a community integration with the official Kartverket APIs for use in AI-assisted workflows.

Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing accounts, balances, transactions, and investments to Claude agents.

Let Claude work in Adobe InDesign. Your original stays untouched.

Connects AI assistants to Exa's search capabilities, enabling web search, code search, and company research.

Enables Claude AI to securely query live SAP inventory data through Salesforce by invoking typed Apex methods via MCP, using OAuth 2.0 JWT Bearer flow for authentication.

Read-only MCP server for Mercury business banking — accounts, transactions, and statements.

A zero-config MCP server that enables web search and page content fetching via DuckDuckGo, with no API keys or setup required.

Lets users discover, compare, and audit public MCP servers from the official registry, validate server.json metadata, and generate installation snippets and publication checklists.

MCP server for OpenAI Vector Store API, managing vector stores, files, file batches, and semantic search.

An MCP server that bridges local AI agents to Google Colab notebooks, enabling execution of Python code and interaction with notebook states directly from the agent.

An MCP server that enables AI assistants to manage database migrations and validate schemas using the Ariga Atlas CLI. It provides tools for applying migrations, generating diffs, linting, and checking migration status through natural language.

Enables managing an internet cafe through natural language by wrapping the iCafeCloud API, allowing actions like listing PCs, checking status, sending commands, and viewing revenue reports.

MCP server for ConnectWise Manage ticket workflows, with Docker, auth, health checks, and CI/security scanning.

Provides tools to interact with the PostEx Merchant API for order creation, tracking, and management.

Enables AI coding agents to search, read, and write notes in an Obsidian vault via MCP tools, and monitor product handoffs and state.

ᑭᑫᓐᑖᓱᐎᓐ ᐋᐸᒋᒋᑲᓇᓐ - Gikendaasowin Aabajichiganan - Cognitive Tools MCP server implemented from various prompting strategies.