Development Tools

A persistent memory system for AI agents that provides semantic search, temporal versioning, and importance-based decay using SQLite and Qdrant integration.

MCP (Model Context Protocol) Server. Provides web search capabilities through Bing and WeChat search engines plus URL content extraction, using browser impersonation and markdown conversion for research tasks and content analysis across general web and Chinese social media platforms.

ChatBI is a conversational data analysis server that transforms CSV and Excel files into insights by generating and executing Python code via LLMs, featuring automatic error correction and visualization.

A specialized MCP server that enables AI models to interact with legacy IBM AS/400 and iSeries systems via TN5250, TN3270, and VT420 protocols using YAML-defined screen navigation flows.

A comprehensive MCP server for SAP Integration Suite that enables managing Cloud Integration artifacts and Trading Partner Management (TPM) content. It allows AI models to design, deploy, and monitor integration flows, message mappings, and B2B trading relationships through detailed API interactions.

MCP (Model Context Protocol) Server. Integrates with Postman Tool Generation API to convert API collections into type-safe code for AI frameworks, enabling rapid development of AI-powered tools from existing API documentation.

A tool-calling bridge that exposes Claude Code's agentic capabilities through a structured task delegation interface, enabling automated code generation and session-based multi-turn interactions.

An MCP server for Aptos development that integrates with Aptos Build Bot APIs to manage API keys and facilitate Aptos blockchain development.

A specialized MCP server providing tools to interact with NIST's OSCAL framework, enabling AI agents to access schemas, explore models, and generate valid security compliance documentation.

A specialized MCP server that provides AI assistants with programmable access to ClinicalTrials.gov, enabling trial searches, metadata retrieval, and local CSV data management for medical research.

A VoIP telephony MCP server that connects Claude to phone networks via SIP, using OpenAI's Real-Time Voice API for natural, automated conversations. It features intelligent call brief processing and supports high-quality G.722 audio for professional-sounding interactions.

A comprehensive MCP server for enterprise Microsoft 365 management, security, and compliance. It enables automated governance, identity protection, Intune device management, and universal Microsoft Graph API access via dynamically generated tools.

MCP (Model Context Protocol) Server. Integrates with Alfresco Content Services to provide document search, upload, download, metadata management, and repository operations for enterprise content management workflows.

A comprehensive MCP server for commercetools Composable Commerce, providing full CRUD operations for products, categories, orders, carts, and specialized commerce features like quotes and discounts.

An advanced MCP server that intelligently optimizes natural language requests into structured code development prompts, featuring automatic language detection and interactive Q&A refinement for Claude Code sessions.

A token-efficient adapter for the Pi coding agent that reduces context window usage by replacing multiple tool definitions with a single proxy tool for on-demand discovery and execution.

A comprehensive documentation server for Apple developers that provides access to hidden Xcode docs, the Apple Developer API, Swift Evolution proposals, and WWDC resources.

A Google Analytics 4 MCP server that enables querying page views, user metrics, traffic sources, and custom reports directly through natural language with automatic OAuth 2.0 authentication.

A lightweight adapter that converts existing LangChain tools into FastMCP tools, granting access to the vast LangChain tool ecosystem for MCP-compatible clients like Claude and Cursor.

A universal MCP gateway that aggregates multiple servers into a single endpoint while providing 15 layers of token optimization, including smart filtering, server-side aggregations, and sandboxed code execution.

MCP (Model Context Protocol) Server. FastMCP server that enables comprehensive file system operations, code modifications, process management, and static analysis for automated code maintenance and refactoring tasks.

A Vercel v0 MCP server that enables generation and iterative refinement of React UI components from text descriptions or design images.

A specialized MCP server for searching, retrieving, and managing over 200,000 icons from 150+ sets, featuring direct project synchronization and preference learning to streamline UI development.

Stop building AI agents from scratch. Bootstrap starter Agent app with LangGraph, CopilotKit, and beautiful generative UIs.

MCP (Model Context Protocol) Server. Provides access to Israel's OpenBudget API for querying and searching government financial data including budgets, contracts, and support payments

📷 Capture video stills from an OpenCV-compatible webcam or other video source.

This MCP server provides AI assistants with full access to the Liveblocks REST API, enabling them to programmatically manage rooms, threads, comments, and collaborative data structures like Storage and Yjs.

MCP (Model Context Protocol) Server. Integrates Perplexity AI to provide intelligent coding assistance for tasks like code analysis, generation, and problem-solving across various programming languages.

The official ilert MCP server enables AI assistants to manage alerting, incident response, and on-call schedules using remote Streamable HTTP transport.

MCP (Model Context Protocol) Server. Enables direct Kubernetes cluster management through a Kotlin-based server that provides tools for monitoring and controlling pods, deployments, services, storage, networking, and Helm releases using the official Kubernetes Java client.