Developer Tools MCP Servers

Python Jira

Enables AI models to interact with Jira through a standardized Model Context Protocol (MCP).

Wordware

Run Wordware apps locally to integrate AI flows into a local development environment.

Example

Illustrates how to create a Model Context Protocol (MCP) server in C# for defining command-line or application-callable tools.

Tool Override Tester

Demonstrates how tools can be dynamically overridden across multiple Model Context Protocol servers.

SAP Ariba Source

Connects to SAP Ariba Source data, making it accessible to Large Language Models (LLMs) through the Model Context Protocol (MCP) using CData JDBC Drivers.

MySQL Hub

Enables natural language querying and direct manipulation of MySQL databases through Model Context Protocol (MCP) and HTTP interfaces.

DIY

Provides a hands-on implementation of an stdio MCP server to demystify the Model Context Protocol.

OpenFeature

Provides OpenFeature SDK installation prompts and guidance to AI clients through the Model Context Protocol (MCP).

Brave Search

Provides access to the Brave Search API for private web, news, image, video, and local searches, along with AI summaries.

Ops

Manages Gmail operations by providing a WebSocket server that connects Agent Builder to tools for fetching operations reports and managing tasks.

Overleaf

Integrates Overleaf projects with compatible AI clients, providing access to documents and resources.

Gemini AI Tools

Enables AI applications to access external tools and data sources through a standardized Model Context Protocol (MCP) server.

Echo Env

Echoes selected environment variables from an MCP server process to verify client context propagation.

Chatbot Development

Empowers developers to build versatile and intelligent chatbots leveraging advanced LangGraph concepts for robust conversation management.

YApi

Integrates YApi API documentation directly into MCP-supported editors like Cursor for seamless access.

Search It

Provides an integrated server for accessing various search engines and web crawling capabilities.

Webcake Figma

Transforms Figma designs into production-ready Vue 3 code, integrating Webcake CDN images and design system components.

Fastmail

Provides comprehensive management of email, contacts, and calendars for Fastmail accounts via the JMAP protocol.

CoDRAG

Equip Paperclip AI agents with deep structural codebase knowledge, blast radius analysis, and semantic search via pre-computed code intelligence.

Understanding Graph

Provides AI agents with structured, persistent memory that captures reasoning processes and facilitates shared cognition through stigmergy.