Development Tools

A Model Context Protocol server that provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute SQL queries safely within transactions.

A Model Context Protocol server that allows AI models to retrieve and analyze error reports, stacktraces, and debugging information directly from Sentry.io.

A comprehensive MCP server that provides full integration with the GitHub API, facilitating file operations, repository management, issue tracking, and advanced pull request workflows.

A browser automation server that enables LLMs to navigate websites, interact with page elements, capture screenshots, and execute JavaScript using Puppeteer.

A Model Context Protocol server that provides standardized tools for LLMs to interact with Redis databases, including key-value storage, retrieval, and pattern matching.

A comprehensive Git automation server that allows LLMs to manage repositories through status checks, diffing, staging, committing, and branch management.

A comprehensive MCP server that interfaces with the GitLab API to manage projects, handle file operations, track issues, and orchestrate merge requests. It supports both GitLab.com and self-hosted instances with features like automatic branch creation and batch file operations.

A React component library server that provides accessible, multi-part UI components built on React Aria and Tailwind CSS for modern development and AI workflows.

An MCP server and plugin for JEB Pro that enables AI assistants like Cline and RooCode to perform reverse engineering tasks, including decompilation, manifest analysis, and refactoring on Android APKs.

A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by claudemcp.

A static analysis tool for SQL Server that provides over 120 database code analysis rules to check for best practices and 'TSQL Smells' directly via an MCP server for AI assistants.

A Python-based MCP server for managing Proxmox virtualization environments, enabling control over nodes, virtual machines, storage, and cluster resources via the Proxmox API.

MCP (Model Context Protocol) Server. Guides structured research processes through systematic question elaboration, web searching, and data synthesis to produce well-cited, properly formatted reports for educational and professional contexts.

A specialized MCP server that integrates with Apify's RAG Web Browser Actor to provide LLMs with real-time web search capabilities and Markdown-formatted page content extraction.

A high-performance Rust-based MCP server that provides direct access to headless terminal sessions, enabling command execution, interactive keystroke streaming, and live web previews.

Authentication, analytics, and prompt visibility for MCP servers with zero code changes. Supports OAuth2.1, DCR, real-time logs, and client onboarding out of the box

A VSCode extension that exposes native IDE language server capabilities like find usages, rename, and symbol search to AI coding assistants via the Model Context Protocol.

A comprehensive MCP server enabling AI to read, write, and format Google Docs, manage Google Sheets data, and perform full Google Drive file and folder operations.

A comprehensive MCP server providing one-stop access to real-time trending topics and news from over 20 major platforms including Weibo, Zhihu, Bilibili, and global outlets like BBC and NYT.

An MCP server that provides programmatic access to the Brazilian Federal Government's Transparency Portal, enabling intelligent querying of public spending, civil servants, contracts, and social benefits.

A centralized MCP proxy server that aggregates multiple resource servers into a unified interface, handling request routing and response aggregation across various backends.

An R-based MCP server providing 52 statistical tools and a 429-package ecosystem for econometric analysis, machine learning, and time series forecasting. It enables researchers to perform complex statistical modeling and professional data visualization through natural language conversation.

Metorial Platform is an open-source integration engine that orchestrates thousands of MCP connections, allowing developers to connect AI models to APIs and data sources via a unified SDK.

A secure code execution environment that provides containerized sandboxes for running Python and JavaScript snippets safely via LLM applications.

AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON editing.

An autonomous AWS infrastructure management agent that translates natural language commands into executable operations for EC2, VPC, RDS, and security groups with built-in conflict detection.

Execute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing.

A collection of specialized MCP servers providing tools for systematic thinking, Google TypeScript style analysis, and probabilistic decision-making. Each server is containerized and designed for independent deployment to enhance AI reasoning and development workflows.

An MCP server that bridges OpenAI's Agent SDK with multiple LLM providers (OpenAI, Anthropic, Ollama) to execute autonomous engineering tasks with full file system access.

A specialized macOS MCP server that provides intelligent clipboard management and a private agent buffer for byte-perfect file manipulation without token overhead.