Development Tools

An MCP server that provides standardized tools for AI agents to interact with the Test MCP Feb4 API. It enables LLMs to access API endpoints through asynchronous operations and standardized Model Context Protocol tools.

A comprehensive operations platform providing browser automation, web search/crawling, database operations, deployment tools, secrets management, and analytics capabilities for full-stack software engineering workflows. Features AI-driven automation, real-time monitoring dashboard, and cross-platform service management.

Enables AI assistants to interact with Godot game projects through real-time error detection, automated testing, code analysis, and safe git-based patching. Provides comprehensive project context and development workflow automation for Godot developers.

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

MCP (Model Context Protocol) Server. Integrates with MySQL databases using Python and Docker to enable structured data storage, querying, and manipulation.

An MCP server that provides tools to author OSCAL security compliance documentation

MCP (Model Context Protocol) Server. Integrates with Google Maps API to provide geocoding, place search, and routing capabilities for location-based applications and services.

MCP (Model Context Protocol) Server. Provides a bridge to Atlassian JIRA for retrieving issue details by key using TypeScript and JSON-RPC requests over stdio transport.

MCP (Model Context Protocol) Server. Integrates with GitHub using Octokit to enable repository management, issue tracking, and code analysis.

This MCP server automates the backup of Cloudflare configuration and project settings to a specified GitHub repository for version control and disaster recovery.

MCP (Model Context Protocol) Server. Integrates Vitest and TypeScript for automated test execution and type checking in development workflows.

MCP (Model Context Protocol) Server. Bridges AI systems with YouTube content through yt-dlp, enabling video information extraction and downloading capabilities for content analysis and media processing.

Confidential coprocessor — compute on encrypted data via FHE. Server never sees plaintext.

French public services: tax, property, admin guides, company lookup, education, simulators

A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit to AI agents for process management, script injection, and memory operations. It provides over 50 tools to interact with local and mobile devices, enabling advanced capabilities like function hooking and memory analysis.

Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.

Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently through natural language.

Provides comprehensive information about Colombia including departments, regions, cities, tourist attractions, and general country data through the API Colombia service. Enables users to query Colombian geographical and administrative information through natural language.

An MCP server for interacting with SQL Server databases that enables schema inspection, record counting, and paginated data retrieval. It provides tools to explore table structures and fetch specific records while enforcing safety limits on data volume.

A specialized MCP server for searching and analyzing classical Japanese literature via the Genji API, featuring advanced normalization for historical text variations.

A management utility that orchestrates memory contexts for Claude clients by dynamically switching between different memory paths for the mcp-knowledge-graph server.

MCP (Model Context Protocol) Server. Integrates with weather data APIs to provide real-time conditions and forecasts for location-based decision making, travel planning, and outdoor activity scheduling.

MCP (Model Context Protocol) Server. Provides AI systems with searchable Rust documentation, code patterns, and error solutions through a TypeScript server that fetches and indexes content from docs.rs, GitHub repositories, and community resources.

A Model Context Protocol server for Ayd that enables service monitoring, status checks, and log retrieval to improve operational visibility and incident response.

Provides system monitoring and management capabilities for Claude CLI, allowing users to view system information, track resource usage, and manage processes through natural language commands.

A TypeScript-based integration that bridges Langchain with the Model Context Protocol, enabling LLMs to interact with and execute external tools via an SSE-based interface.

A secure Model Context Protocol server designed for executing system commands with an emphasis on safety through whitelisting, mandatory user confirmation, and audit logging.

A Model Context Protocol server that integrates with Google's Perspective API to provide automated text toxicity analysis and content moderation scores.

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

A dictionary and thesaurus server that provides English word definitions, synonyms, and example usage using the Free Dictionary API.