Provides a bridge between Azure OpenAI's DALL‑E 3 image generation capability and MCP clients, enabling generation and download of images via defined tools.

Integrates with Contentful's Content Management API and exposes CRUD, publishing, bulk, pagination, and comment‑threading capabilities through the Model Context Protocol.

Programmatically generate Spring Boot projects with custom configurations and download them, supporting Maven or Gradle, Java/Kotlin/Groovy languages, various Java versions, and optional automatic extraction of the ZIP archive.

Centralizes ESP‑IDF commands and enables LLM‑driven interaction to streamline ESP32 project setup, building, flashing and issue fixing.

Enables AI assistants to securely interact with Odoo ERP systems, offering standardized resources for searching, creating, updating, and deleting business records.

Access LinkedIn, Instagram, and Reddit data along with robust user account management through the HorizonDataWave API.

Provides current weather, historical weather ranges, and timezone‑aware current datetime for specified cities using the free Open‑Meteo API.

Provides an interface for LLMs to visualize data using Vega‑Lite syntax, supporting saving of data tables and rendering visualizations as either a full Vega‑Lite specification (text) or a base64‑encoded PNG image.

Enables LLMs to create, search, and filter Raindrop.io bookmarks through MCP, supporting operations such as adding new links, querying by tags, and organizing collections.

Provides a Model Context Protocol server that connects to Snowflake, enabling execution of SQL queries, schema exploration, and dynamic insight aggregation through a set of tools and memo resources.

Enables AI‑driven, narrative‑focused management of personal aspirations, turning each goal into a dynamic story that motivates and guides users toward completion.

Provides access to Linux man pages via a Model Context Protocol (MCP) server, enabling AI assistants to search, retrieve, and explore system documentation directly from the local machine.

Provides web search capabilities via the SearXNG API, exposing them through an MCP server for seamless integration with AI agents and tools.

Expose HuggingFace zero‑shot object detection models as tools for large language or vision‑language models, enabling object localisation and zoom functionality on images.

Enables Claude and other MCP‑compatible interfaces to query a rich set of blockchain, crypto market, and web3 tools through the Heurist Mesh API, supporting both SSE and stdio transports.

Provides authenticated access to XiaoHongShu (RedNote) notes, supporting keyword search, note retrieval by URL, and cookie persistence via a Model Context Protocol server.

Extract, search, and retrieve comprehensive metadata from PDF files with customizable options, async processing, and built‑in file size protection.

Manipulate Excel workbooks—create, read, update, format, chart, and pivot—through an MCP server without requiring Microsoft Excel to be installed.

Provides tools for user authentication and management via AWS Cognito, exposing MCP actions such as sign‑up, sign‑in, password reset, MFA verification, and user profile updates.

Exposes iFlytek AI workflow capabilities through an MCP server, enabling MCP clients to call and orchestrate workflows programmatically.

Provides seamless integration of the Google Ads API with Model Context Protocol clients, handling OAuth 2.0 authentication, automatic token refresh, GAQL query execution, account management, and keyword‑research capabilities.

Provides an MCP interface for querying Grafana Loki logs via `logcli` or the Loki HTTP API, enabling AI assistants to retrieve and analyze log data directly from Loki.

Control Android devices through ADB commands, enabling calls, messaging, UI interaction, media handling, app management, and screen analysis for AI agents.

Provides programmatic access to Meta Ads data and management capabilities through an MCP server, enabling seamless integration with MCP‑compatible clients.

Provides tools to interact with the Linear issue‑tracking system via the MCP protocol, enabling creation, updating, searching, commenting on issues, and retrieving team information while respecting API rate limits.

Exposes OpenAPI specification data to LLMs, enabling interactive exploration of endpoints, parameters, request/response schemas, components, and examples through a set of dedicated tools.

Enables AI agents to send and receive payments, purchase goods and services, execute investment strategies, tokenize assets, and obtain financial insights by leveraging blockchains, stablecoins, and wallets.

Provides a set of tools that enable Large Language Models to read, search, and manipulate Git repositories, supporting both read‑only and write operations through a Model Context Protocol server written in Go.

Exposes GraphQL schema information to LLMs through specialized tools, enabling exploration of queries, mutations, subscriptions, types, and searchable patterns.

Provides comprehensive access to the Audius music platform via LLM tools, enabling search, playback, upload, monetization, analytics, and social interactions through a Model Context Protocol server.

Provides Google Search capabilities via the Serper API for LLMs through a Model Context Protocol server.

Provides AI agents with contextual location data and place‑search capabilities through the Foursquare Places API via the Model Context Protocol.