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Enables AI agents to discover, compare, and select the best AI models across multiple providers based on pricing, performance, and capabilities, with real-time cost estimation and benchmarking.

Enables AI agents to cull photo shoots by evaluating sharpness, eye-openness, and aesthetics, and writing reversible XMP sidecars for Lightroom, with strict safety gates to prevent unauthorized writes.

Cost-of-living and quality-of-life comparison across ~165 cities: take-home pay, the equivalent salary you'd need, and the safety-net deltas (childcare, healthcare, vacation, parental leave).

Enables AI agents to interact with the Ayrshare API to publish social media posts, manage profiles, and handle comments or messages. It supports executing real-time API calls for analytics, media uploads, and automated scheduling across various social platforms.

Enables AI agents to send HTTP requests to any endpoint with full control over methods, headers, query parameters, and request bodies.

STUN(RFC8489)のBinding Requestを送って結果を返すMCPサーバー

MCP server that serves agent skills (SKILL.md bundles) to any MCP client, exposing them via tools and resources for tool-oriented and resource-aware clients.

A standalone MCP tool server that exposes Matrix chat operations as callable tools, enabling messaging, room management, user management, and ID resolution for MCP-compatible clients.

Enables Claude to search jobs, manage proposals, messages, and contracts on Upwork via browser automation.

An MCP server that provides ultra-efficient code exploration through AST analysis, reducing LLM token usage by up to 95% while enabling instant call graph generation and dependency analysis for massive codebases.

A dockerized Python MCP server that manages flash card projects using OpenAI embeddings and SQLite, enabling semantic search and storage of flash cards across projects.

Cloudflare DNS MCP server for managing zones and records via API

Provides LLM assistants with course search, prerequisite lookup, instructor information, and prerequisite graph tools backed by a SQLite database, enabling AI-powered academic advising.

Enables interaction with Google Ads through the Google Ads API using GCloud authentication. Supports GAQL query execution, performance data retrieval, account management, and resource discovery with pagination and multiple output formats.

A local, offline facial recognition search system that integrates with LM Studio via MCP, allowing users to find photos of people in their library using natural language queries.

Official Python SDK for MemoraEU — zero-knowledge persistent memory layer for AI agents

Enables Bob to ask questions to IBM AskSales, search playbooks and competitive intel, generate client roadmaps, and check Watson + AskSales connectivity status.

Enables hospital search and detail lookup to discover medical institutions and verify campuses, departments, contacts, introductions, and operating entities.

Unsplash MCP Server provides tools for searching and retrieving photos from Unsplash's library through a standardized interface. Built in Swift, it offers three main capabilities: searching photos with filters like color and orientation, retrieving detailed information about specific photos, and fetching random photos with customizable parameters. The server connects to the Unsplash API using an access key stored in environment variables, making it ideal for AI assistants that need to incorporate high-quality imagery into their workflows without leaving the conversation context.

Enables AI-driven game development by providing MCP tools to interact with the Godot editor, including scene editing, node manipulation, script attachment, and scene execution.