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Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.

Inject real-time leaked B2B SaaS pricing, historical discounts, and aggressive negotiation playbooks directly into AI agents.

Enables reading, sending, and managing emails via IMAP/SMTP through natural language, including listing folders, searching, moving emails, and sending attachments.

Connects an AI assistant to local Docker and Kubernetes environments, enabling real-time command execution and log inspection with user approval.

Provides a hardened filesystem interface that lets a local model read and write files only within user-specified directories, with symlink protection and atomic operations.

Enables execution and analysis of Pylpex code through an interpreter, supporting code execution, tokenization, variable inspection, and providing language documentation and examples.

Spotify MCP — Web API via client_credentials OAuth

Cognitive security for AI-assisted development, preventing dangerous commands and large AI code rewrites when fatigued.

MCP server giving agents a persistent IPython workbench and a brokered RLM engine for durable, stateful computation. Offers 30 tools for bounded model calls, artifacts, and receipts with host-owned authority.

Fetches and parses confluence.org point pages, returning location data such as country, nearest place, and altitude.

This is an MCP server that enables agents to record, search, and retrieve memos using LowDB as a lightweight local database.

Provides AI agents with local file-processing capabilities for token counting, RAG chunking, CSV/JSON conversion, QR generation, and more, while keeping documents private on the user's machine.

Turns Claude into a structured interviewer with a collective evolution system that gets smarter with each conversation.

A TypeScript-based MCP server that integrates with the Clockodo time tracking API, enabling access to users, time entries, and projects.

ByteDance Volcano Engine (Doubao) MCP server

MCP server for flight schedule finding via Skyscanner API. Enables querying flight quotes and schedules using natural language.

MCP server for Canvas Builder — let AI agents build, refine, publish, and download real multi-page websites.

Thin clients for Retail Reason: a Claude Code plugin, a Codex CLI config, and the public capability map for the hosted MCP service that answers Walmart and Sam's Club supplier, Walmart Marketplace seller, and broker questions. Paid plan required.

Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client

Retrieve a random number representing the current temperature in Phoenix, Arizona via the StupidAPIs Phoenix Number API. A humorous single-tool pack that generates arbitrary numbers rather than actual weather data. Part of the Pipeworx gateway connecting AI agents to hundreds of live data sources.