Analyzes codebase structure, ranks file importance, tracks dependencies, and provides summaries for enhanced code understanding by AI assistants.

OSP Marketing Tools provides a suite of LLM-powered tools for content creation, SEO optimization, and product positioning based on Open Strategy Partners' methodologies.

Web3 MCP provides access to Ankr's Advanced API, enabling LLMs to interact with blockchain data across multiple chains for querying and NFT/token information.

This MCP server allows searching and reading files from Box, using JWT or developer tokens for authentication, with potential risks depending on the token type and permissions.

An MCP server providing AI-powered search and querying of Vercel AI SDK documentation using the Google Gemini model, enabling contextualized responses.

mcp-recon provides a conversational interface for web reconnaissance, leveraging httpx and asnmap, accessible via the Model Context Protocol.

This MCP server enables LLMs to execute Bruno API collections, providing detailed test results and facilitating API testing workflows.

The ACP to MCP adapter bridges ACP agents to MCP applications, enabling MCP tools to discover and run ACP agents as resources.

Chronulus MCP server provides Claude access to AI forecasting agents, enabling predictive insights via API key authentication and various installation methods.

The JetBrains MCP Proxy Server facilitates communication between clients (like Claude Desktop or VS Code) and JetBrains IDEs, enabling remote access and control, but is now deprecated in favor of built-in IDE functionality.

Magic AI Agent generates UI components from natural language descriptions, integrating with IDEs using an API key for access to a component library.

OpenAPI-MCP generates MCP tool definitions from OpenAPI/Swagger specifications, enabling AI agents to interact with any API described by standard OpenAPI specifications.

Bright Data's Web MCP provides AI agents with seamless, unblocked access to real-time web data via a variety of tools, with varying levels of access and cost.

Gqai exposes GraphQL operations as MCP tools, enabling AI models to interact with GraphQL backends using defined queries and mutations.

Imagen3-MCP is an image generation tool based on Google's Imagen 3.0, accessible via MCP, requiring a Gemini API key for operation.

OpenMCP standardizes web API access for LLMs, offering a registry of servers that enable token-efficient requests across diverse services, enhancing client capabilities.

Analyzes WallStreetBets data for trending stocks and market sentiment, providing insights via Reddit API; requires setup and careful use due to potential data sensitivity.

mcp-pandoc converts documents between formats (MD, HTML, DOCX, PDF, etc.) using Pandoc, enabling content transformation and styling via reference documents and filters.

Provides tools to interact with SonarQube via FastMCP, enabling programmatic access to metrics, project management, and issue retrieval for analysis and reporting.

This MCP captures webpage screenshots, allowing AI agents to visually verify web applications, offering customizable options and authentication support.

This MCP server converts Markdown to interactive mind maps, offering export options and interactive features, but relies on local execution and file system access.

AgentQL MCP server enables structured data extraction from web pages using the AgentQL API, accessible via various MCP-compatible clients.

The Rootly MCP server allows users to manage incident response directly from their IDE by leveraging Rootly's API for incident management, on-call scheduling, and resolution.

GitLab MR MCP enables AI agents to interact with GitLab merge requests and issues, offering tools for reading, commenting, and modifying MRs.