Development Tools

A lightweight Go-based MCP server for MySQL that enables LLMs to perform database schema management and CRUD operations with optional read-only and safety-focused query plan checks.

A lightweight workflow automation platform that dynamically exposes registered rule engine components, rule chains, and APIs as MCP tools for AI assistants like Cursor and Windsurf.

A CLI tool to scaffold, deploy, and manage MCP servers on Cloudflare Workers, automatically converting TypeScript functions into MCP tools using JSDoc comments.

A screen automation toolkit that enables Large Language Models to control and interact with graphical user interfaces via mouse, keyboard, and screen analysis.

A specialized MCP server providing access to official Ukrainian government statistics via the State Statistics Service SDMX API, supporting bilingual metadata exploration and flexible data querying.

A specialized Linear MCP server optimized for LLMs, featuring batch operations, workspace discovery, and human-readable feedback for managing issues, projects, and teams.

A C++ framework for building Model Context Protocol (MCP) servers using the Oat++ web toolkit, featuring automatic tool generation from API controllers.

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A comprehensive MCP server providing full CRUD access to any Jira Cloud REST API v3 endpoint, optimized with TOON format and JMESPath filtering for efficient AI consumption.

A robust MCP server that bridges LLMs with the SymPy computer algebra system, enabling precise symbolic mathematics, vector calculus, and general relativity calculations. It prevents LLM hallucinations by offloading complex algebraic manipulations, differential equation solving, and tensor calculus to a specialized symbolic kernel.

An MCP server that enables AI agents to escalate complex reasoning tasks to high-performance models like o3, Gemini 2.5/3 Pro, and DeepSeek Reasoner with code context and cost tracking.

A Model Context Protocol server that integrates with Google's Gemini API to provide intelligent web searching with citations and direct access to Gemini 2.5 models for complex reasoning.

A specialized MCP server that integrates financial data sources like yfinance and FRED with technical analysis libraries to provide real-time market data and economic insights.

A management platform and proxy server that allows users to compose, customize, and extend multiple MCP servers into a single unified virtual MCP endpoint with no-code configuration.

A meta-MCP server and SDK that allows users to compose, fine-tune, and orchestrate multiple MCP tools into sophisticated agentic workflows and multi-agent systems.

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

A robust TypeScript-based task management server for Claude Desktop featuring in-memory CRUD operations, Zod validation, and AI-driven productivity insights via the Model Context Protocol.

MCP (Model Context Protocol) Server. Provides persistent memory capabilities through sentence transformers and vector similarity search, enabling storage and retrieval of conversations, facts, documents, and code snippets across sessions

MCP (Model Context Protocol) Server. Control iOS simulators for automated testing and app deployment.

A unified MCP gateway that connects to the VeyraX platform, providing a single integration point to access over 100+ different API tools and services across multiple AI environments.

MCP (Model Context Protocol) Server. Integrates with PubMed to enable natural language querying and analysis of biomedical literature for research and evidence-based decision making.

A Puppeteer-based MCP server for capturing full-page or element-specific screenshots with support for manual authentication, cookie persistence, and system browser integration.

- An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

Enables LLMs to visualize and debug browser-based applications by converting canvas frames into compact SVG representations and collecting real-time console logs and error stack traces.

A robust bridge between AI assistants and Kubernetes clusters, allowing natural language control over resource management, diagnostics, and deployment operations.

MCP (Model Context Protocol) Server. Integrates with DeepSRT's API to generate multi-language video summaries in narrative or bullet-point formats, leveraging content caching and CDN edge delivery for efficient retrieval.

A comprehensive MCP server connecting AI assistants to Jira and Confluence, enabling task management, documentation editing, and agile workflow automation through both read-only resources and action-oriented tools.

MCP (Model Context Protocol) Server. Integrates with Bitbucket's API to streamline pull request workflows, enabling efficient code reviews and automated PR management.

A bridge that adds Model Context Protocol (MCP) tool support to Ollama, allowing any Ollama-compatible client to access local and remote tools through the /api/chat endpoint.

A cross-platform desktop GUI application designed to discover, install, and manage Model Context Protocol (MCP) servers across various AI agents like Claude, Cursor, and GitHub Copilot.