MCP Servers Directory — Page 5

Searches and retrieves images from Wikipedia Commons, ensuring adherence to Creative Commons licenses.

Enables AI assistants to read, write, execute, and version control code.

Enables analysis of clinical trial data from the AACT database, tracking development trends, and generating analysis memos.

Enables direct interaction with the Discord API through REST calls and slash command syntax.

Scrapes web-based documentation and converts it into markdown format.

Enables programmatic interaction with the GitHub API for file operations, repository management, search, and more.

Enables saving, searching, and formatting memories with semantic understanding directly from Cline and Claude Desktop using a Memory Box instance.

Integrates Vercel AI SDK with an MCP server to support OpenAI and Mistral LLM providers.

Enables Claude Desktop to interact with Cloudflare Workers by proxying Clerk-protected API Routes or server actions.

Provides access to AWS programmatic service authorization information, including services, actions, condition keys, and resource types.

Provides AI assistants with a secure and structured way to explore and analyze ClickHouse databases.

Provides HTTP access to Multiple Command Protocol (MCP) tools via a REST API.

Highlights potential security risks associated with using tools within the Model Context Protocol (MCP) framework.

Browse and interact with an entire Notion workspace as a Model Context Protocol server, eliminating the need for individual database tokens.

Exposes HTTP methods from an OpenAPI specification as tools for Model Context Protocol (MCP) servers.

Integrates Scraper.is with the Model Context Protocol (MCP) for web scraping capabilities in AI assistants.

Executes shell commands via the Model Context Protocol (MCP) enabling safe execution of shell commands by AI agents.

Provides advanced mathematical and financial calculation tools for AI code assistant integration.

Provides detailed information about your development environment to enhance code editor assistance.

Provides LLM coding agents with vector search capabilities for software projects via the Message Control Protocol (MCP).

Connects AI agents to Apache Jena for SPARQL query execution and RDF data manipulation.

Enables Claude, and other Model Context Protocol (MCP) clients, to manage and access memories stored in a simple text file for enhanced context

Provides an integrated server and UI panel within VS Code/Cursor for retrieving and displaying command-line tool documentation.

Enables semantic search in Qdrant vector databases using OpenAI embeddings.

Enables AI agents to interact with the Solana blockchain through a standardized interface.

Enables AI agents to access and interact with DAO governance data from the Tally API.

Integrates Telegram with Claude Desktop, enabling it to read and send messages.

Manages Django migrations in distributed environments by wrapping migration commands as Model Context Protocol (MCP) endpoints.

Provides file system operations, analysis, and manipulation through a standardized tool interface.

Investigates git repositories to provide detailed insights into history, branch relationships, and development patterns.

Enables Claude to search and retrieve emails from a Gmail account.

Integrates JIRA directly into the Cursor IDE via the Model Context Protocol.

Provides a Model Context Protocol (MCP) server for Linear, enabling issue tracking and project management.

Integrate Linear project management with Claude for enhanced workflow automation.

Provides an MCP server for interacting with MySQL databases using read-only and test-execute queries.

Enables AI assistants to interact with MySQL databases through a secure, controlled interface.

Manages AI agents and tasks using the CrewAI framework.

Enables seamless integration between local Ollama LLM instances and MCP-compatible applications for advanced task management.

Enables large language models to interact with and utilize REST APIs by providing configured REST APIs as context.

Provides a persistent memory solution using a local knowledge graph, allowing applications to remember information across interactions.

Provides access to project files and their content.

Provides unrestricted system access to Windows environments via a command-line interface.

Enables AI assistants to search, explore, and retrieve 3D printable models from Thingiverse.

Downloads websites and their assets for use with Retrieval-Augmented Generation (RAG) systems.

Extracts and analyzes errors and warnings from Xcode build logs for integration with AI assistants.

Provides an AI agent for Solana blockchain development through a standardized Model Context Protocol (MCP) interface.

Integrates Claude AI capabilities with Plane project management for enhanced automation and collaboration.

Integrates ClickUp with the Model Context Protocol (MCP) to manage notes and create summaries.

Enables querying and analysis of CloudZero cloud cost data within Large Language Models via the Model Context Protocol (MCP).

Database Explorer MCP connects assistants to PostgreSQL, MySQL or Firestore for connection setup, schema inspection, queries and exports.

Facilitates interaction with Model Context Protocol by providing a JavaScript SDK for defining server prompts, resources, and tools.

Exposes Dify workflows as tools by implementing a Model Context Protocol (MCP) server.

Provides standardized access to Swiss court decisions via the entscheidsuche.ch API, enabling LLMs to search, retrieve, and analyze legal documents.

Demonstrates the MCP Server capabilities of GenAIScript, enabling communication with AI models using the Model Context Protocol.

Log Harvest time entries using natural language, including specific support for leave requests.

Enables natural language interaction with Home Assistant entities using the Model Context Protocol.

Provides persistent memory storage for Infrastructure-as-Code (IaC) components, focusing on version tracking and relationship mapping.

Enables AI assistants to interact with the Loxo recruitment platform API for managing candidates, jobs, and activities.

Provides text-to-speech and speech-to-text capabilities using Windows' built-in speech services.

Enables natural language interaction with local MySQL databases through Claude Desktop by converting natural language queries into SQL.