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An MCP server that connects Claude to WhatsApp for reading group messages, searching conversations, and sending messages. It includes advanced tools for analyzing group activity patterns, member statistics, and syncing message history.

A read-only MCP server for querying telemetry data from configurable backends. Provides tools to list sources, describe schemas, run bounded queries, and compute aggregates.

QuestDB MCP server connects coding agents to a running QuestDB Web Console. The agent gets tools to create notebook cells, run queries, and build charts.

Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search with multi-agent architecture and 2M token context.

Multi-agent reasoning MCP server for Claude Code. Spawns parallel research agents to find knowledge LLMs don't have. +23.1% on Terminal Bench 2.0 SWE tasks.

MCP server for managing ParchMark notes via Claude Code/Desktop. Provides tools to list, get, create, update, and delete notes through natural language.

A Model Context Protocol (MCP) server for the dbatools PowerShell module.

Enables AI assistants to manage Apple App Store Connect operations including app management, TestFlight, analytics, reviews, subscriptions, and more through 54 tools.

Gives AI coding agents a closed-loop verification cycle for visual, audio, and video output, with enforcement hooks that make verification mandatory.

Translates Sinhala or Singlish instructions into precise English technical specifications using Google Gemini AI, enabling Sinhala-speaking developers to code in their native language.

AVERT — open specification for verifiable AI-agent execution against government systems. Reference implementation: Apier, the Norwegian compliance API (apier.no).

A Model Context Protocol server that enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and various API operations including record management.

Enables natural language interactions with Salesforce, allowing users to query and modify data, manage custom objects and fields, execute Apex code, and perform SOQL/SOSL searches across Salesforce organizations.

Connects Unicred bank accounts via Open Finance Brasil to AI assistants, enabling natural language queries for balances, statements, credit card bills, and investments.

Enables Trae IDE to parse and query Swagger/Knife4j API documentation by converting JSON format interface documents into a searchable text format, allowing developers to efficiently retrieve API information through natural language queries.

ARRL Logbook of The World MCP server. QSO query, QSL status, DXCC credit tracking.

Enables AI-assisted meta-analysis workflows following Cochrane methodological standards, including importing RevMan data, validation, meta-analysis, forest plots, publication bias assessment, and report generation.

Azure Resource MCP Server provides tools for listing and managing Azure cloud resources and costs through a standardized interface. Built with FastMCP and Azure SDK libraries, it authenticates via service principal credentials to enable resource group enumeration, resource listing with filtering capabilities, and cost analysis through the Azure Cost Management API. This implementation is particularly valuable for cloud administrators and finance teams who need to monitor Azure infrastructure and track spending patterns directly through AI assistants.

Enables AI agents to look up and validate hazardous materials shipping descriptions using public 49 CFR citations, providing structured JSON with proper shipping names, hazard classes, labels, and regulatory references.

Enables inspecting local OpenAPI specification files by listing and retrieving spec details with filters and $ref resolution.