APIs and HTTP Requests MCP Repositories

A utility for performing HTTP interactions against Azure Function App endpoints, supporting all primary methods (GET, POST, PUT, DELETE). It enables thorough result inspection and configuration of bespoke headers and payload data for appropriate request types.

Delivers instantaneous security vulnerability identification and static code analysis across dependencies, infrastructure code configurations, and source code quality. This tool augments typical development procedures via mechanisms for secure access, operational feedback, and management of trusted directories for robust risk mitigation.

Connect to the Amadeus API for comprehensive flight search, booking, and price analysis. Access information on flights, airports, and economical travel dates to enhance travel planning.

Interface to query and fetch comprehensive chemical entity data from the PubChem database. This service provides programmatic access to molecular attributes, structural representations, and physicochemical metrics via a streamlined Model Context Protocol endpoint.

A lightweight Model Context Protocol (MCP) service implemented in Go, facilitating streamlined Create, Read, Update, Delete (CRUD) interactions with MySQL databases. It features an optional, enforced read-only operational mode and an execution plan preview mechanism using the SQL EXPLAIN command.

Facilitates the on-the-fly creation and management of novel programmable utilities using descriptive natural language prompts. It enables the persistence of tool definitions alongside associated Python code snippets. This system supports generating constructs that mandate a subsequent restart of the client environment for activation.

Enables secure interaction with MySQL databases by listing available tables, reading data, and executing SQL queries through a structured interface. Provides mechanisms for safe database access, comprehensive logging, and error handling.

Integrates Apifox API documentation with AI assistants to facilitate the extraction and utilization of API information during development. Simplifies API usage and enhances workflow directly within AI tools.

Establish standardized remote procedure calls spanning diverse network topologies and multiple programming environments. Integrate interaction with various back-end services and tools via a comprehensive system for operational monitoring and introspection.

A central control mechanism connecting large language model capabilities (OpenAI) with version control systems (Git), local resource manipulation (Filesystem), and performance observability tooling (Prometheus). Designed for streamlined software development pipelines.

Creates secure APIs for structured data using the Model Context Protocol, allowing seamless integration with AI agents and ensuring compliance and performance. Automates the generation of APIs and enhances AI applications with built-in security features.

Integrate SQL Server databases with AI assistants by facilitating secure and efficient database querying capabilities through the Model Context Protocol. Enable LLM applications to easily access and manipulate Microsoft SQL Server data.

Leverages high-performance retrieval-augmented generation models to address user inquiries by consulting an index of documents sourced from diverse file formats. Interacts with users by furnishing pertinent responses sourced from a Chroma vector store populated with textual content extracted from PDF, DOCX, TXT, and CSV artifacts.

Facilitate connection to Hugging Face Spaces to harness diverse artificial intelligence models for tasks such as visual content creation and text-to-speech synthesis with minimal initial configuration. Employ the predefined model settings for streamlined integration into application architectures.

Fetches the latest cryptocurrency news, insights, and trends in real-time from CryptoPanic, providing information categorized by content type.

Deploys a pre-trained Random Forest classifier, leveraging the Bee Framework for dynamic, interactive capabilities. Simplifies the integration of sophisticated machine learning constructs into software architectures.

Generate Gherkin feature files based on user-defined data through a standardized interface, enabling easy integration with other applications. Streamline the creation of behavior-driven development (BDD) specifications with automated file generation.

Provides a secure MCP server implementation utilizing Server-Sent Events (SSE) for real-time streaming of JSON-RPC messages, facilitating interaction between LLM applications and MCP servers via HTTP. Supports tool listing, calling, and integration with debugging tools like MCP Inspector.

Connects directly to a CockroachDB database to execute SQL queries and retrieve table structures, while managing connections for stability and providing detailed logging for troubleshooting.

Provides personalized music recommendations and playlist management based on user listening history and custom criteria. Enables natural language commands for creating, viewing, and managing TIDAL playlists while discovering context-aware tracks.

Connect to the Wolfram Alpha API for computational knowledge and query processing. This server enables users to obtain answers to mathematical, scientific, and general knowledge queries through an API interface.

A utility package for conducting web content retrieval and structured information serialization utilizing the Firecrawl service endpoints, complete with integrated telemetry for latency measurement and fault diagnosis. It facilitates fetching material across diverse serializations and bespoke data models.

Retrieve precise geolocation information based on the current IP address with detailed reports and error handling capabilities. Supports dynamic queries for specific data types such as IP, country, and city.

Access detailed movie and TV show information from the IMDb API, including data about films, actors, and upcoming releases. Enhance applications with rich media content and insights.

Facilitates secure access and manipulation of electronic health record (EHR) information from systems like Cerner and Epic by leveraging SMART on FHIR standards, offering robust utilities for clinical evidence generation and deep analytical processing.

Interface with the OpenCTI platform to retrieve extensive cyber threat intelligence (CTI) materials, facilitating lookups for intelligence briefings, malware profiles, and actionable compromise indicators.

Access and retrieve data from the Solana blockchain, including wallet balances, block information, and transaction details. Interact with tokens and NFTs directly through the Helius API.

Facilitates music and audio content generation via the MiniMax Music API, integrating with MCP hosts for seamless AI-powered audio creation. It supports detailed error handling and status checking, along with reference audio capabilities.

Connect with the Artemis API to retrieve cryptocurrency data and generate ART formulas. It enables users to validate and retrieve financial data, simplifying analysis in digital finance.

A robust, interface-driven automaton utilizing the Model Context Protocol (MCP) to coordinate execution across distributed microservices, enabling sophisticated, fault-tolerant, multi-stage computational pipelines. It dynamically selects optimal Large Language Model (LLM) endpoints and external tooling based on budgetary constraints and task complexity, featuring comprehensive configuration abstraction and layered resilience against transient failures.