Development Tools

Provide observability and tracing for debugging AI agents with AgentOps API.

A comprehensive MCP server for Backlog integration, enabling AI assistants to manage project issues, git repositories, pull requests, wikis, and shared documents through a full suite of read and write tools.

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. Fetches prompts directly from GitHub repositories with semantic search, composition tools, and usage analytics for intelligent prompt management and discovery without local storage requirements.

A comprehensive MCP server providing tools to access the Open Targets Platform GraphQL API for biomedical research, covering targets, diseases, drugs, variants, and evidence scoring.

A comprehensive MCP server for ConfigCat that allows AI agents to manage feature flags, environments, and segments via the public management API. It provides tools for full CRUD operations on ConfigCat entities and retrieves SDK documentation for code integration.

A task management system that visualizes development workflows as interactive flowcharts, enforcing structured implementation through PR and commit-level planning.

A file system MCP server that provides seamless access to read local files with optional API key authentication for secure content analysis.

A specialized bridge for interacting with IETF RFC documents, allowing users to search, retrieve, and extract specific sections from technical standards in HTML or TXT formats.

A comprehensive MCP server that bridges AI assistants with Salesforce environments via the Salesforce CLI, supporting data querying, Apex execution, metadata management, and security analysis.

A collection of MCP servers for Jira and Linear that allow AI assistants to manage issues, search tickets, and track projects directly through conversation.

MCP (Model Context Protocol) Server. Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering structured JSON responses with complete reasoning traces for complex problem-solving in software development.

A specialized MCP server providing direct memory access (DMA) capabilities via PCILeech hardware for advanced debugging, reverse engineering, and security research.

A sophisticated multi-model orchestration server providing 31 tools for research, reasoning, and analysis using GPT-5, Gemini, Grok, and Perplexity. It features intelligent routing, multi-model consensus verification, and YAML-based AI workflows.

MCP Testing Tool — Like Postman, but for the Model Context Protocol.

MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB

A Model Context Protocol server that integrates with the Scrapezy API to extract structured information from websites using natural language prompts.

Feather Wand Agent is a comprehensive AI-powered toolkit for performance testing and monitoring. It integrates multiple industry-standard performance testing tools (JMeter, k6, Gatling, and Locust) into a single, unified interface, allowing users to execute and analyze performance tests through natural language interactions.

A location-aware MCP server integrating Google Maps Platform to provide place discovery, detailed business information, and multi-modal route computation for AI agents.

Manage MongoDB Atlas projects and resources directly through MCP, enabling tasks like cluster creation, user management, and network access configuration.

A robust MCP server providing comprehensive IMAP and SMTP email orchestration, allowing AI assistants to search, read, manage, and send emails through secure TLS/SSL connections.

A Node.js MCP server that provides search and summarization capabilities using Kagi.com session tokens, bypassing the need for a separate API key.

A tool for WordPress developers to automatically check and fix PHP code against WordPress Coding Standards (WPCS) and ensure cross-version PHP compatibility.

MCP (Model Context Protocol) Server. Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis and retrieval of email data in Windows environments.

MCP (Model Context Protocol) Server. Converts video files to high-quality GIF animations using FFmpeg with optimized palette generation, customizable FPS and dimensions, and precise time-based segment extraction for creating animated previews and social media content.

MCP (Model Context Protocol) Server. Integrates with the Helius API to provide real-time Solana blockchain data access, enabling wallet balance checks and block height retrieval for blockchain monitoring and analysis.

MCP (Model Context Protocol) Server. Integrates with Formula 1 APIs to provide real-time racing data, historical results, driver information, team radio messages, weather conditions, and telemetry for building F1 statistics applications.

MCP (Model Context Protocol) Server. Provides a secure terminal environment for executing system commands within allowed paths, enabling controlled file management and script execution.

MCP (Model Context Protocol) Server. Provides Node.js debugging capabilities through Chrome DevTools Protocol, enabling breakpoint management, step-through execution, call stack inspection, and expression evaluation for interactive debugging sessions.