API Development MCP Servers

File Modifier

Enables modification of files through a Model Context Protocol server.

Mistral Codestral

Provides an MCP server implementation for utilizing Mistral's Codestral API to offer code completion, bug fixing, and test generation.

Flutterwave

Enables AI assistants to interact with Flutterwave, providing tools for transaction management and automation.

Opera Omnia

Provides programmatic access to the rich collection of JSON datasets from the Opera Omnia project.

Couchbase

Enables AI models to perform semantic searches for Star Wars planets using Couchbase's vector search.

Contentful

Enables Claude to fetch content types and entries from a Contentful CMS space.

NPS Explorer

Query APIs for national park overviews, trails, alerts, events, and weather forecasts, making park data accessible to LLMs.

Iot Mcp

Enables control and monitoring of IoT devices and persistent memory management via the Model Context Protocol.

Java Demo

Demonstrates the implementation of the official MCP-JAVA-SDK.

Agent Interviews

Access Agent Interviews data directly from AI assistants like Claude and Cursor using the Model Context Protocol (MCP).

CityHive

Provides an experimental Python microservice for urban beehive management, designed to explore modern async web development and clean architecture.

Cyb

Integrates AI agents with the Cyber decentralized knowledge graph, enabling interactions, cyberlink creation, and IPFS content retrieval.

Crawl4AI

Provides Micro Content Protocol servers for converting web pages and performing web searches.

RAG

Implements a Python-based server for Retrieval-Augmented Generation (RAG) workflows, managing context, tool invocation, and model output for clients like Claude Desktop.

Chart Option

Dynamically generates chart configuration options for various charting libraries based on input data.

ATP Rankings Data Visualization

Collects, analyzes, and visualizes historical ATP tennis rankings data, offering a web interface, CLI tools, and AI integration.

Fabric

Provides an all-in-one Docker deployment for the Fabric AI augmentation framework, offering a web UI, REST API, and MCP server.

Foundry Agents

Exposes Azure AI Foundry agents, workflows, and Azure AI Search capabilities as Model Context Protocol (MCP) tools.

GLPI

Enables AI assistants like Claude to directly interact with GLPI instances via its REST API for comprehensive IT service management.

Conekta

Exposes Conekta's core payment operations as tools compatible with the Model Context Protocol.