Srclight
Deep code indexing for AI agents — 25 MCP tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces…
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AppHandoff
Hosted MCP server and coordination layer for AI coding agents — live API contracts, database schema, frontend/backend mismatch detection, and shared handoff…
Querysharp Postgresql Performance Fixer
A Model Context Protocol (MCP) server for Querysharp app, enabling AI assistants to help you analyze and optimize your PostgreSQL database performance directly…
Connects AI to WhatsApp accounts using TypeScript and Baileys, enabling message history retrieval, contact search, and secure communication through local…
Mentor (Deepseek)
Integrates with Deepseek API to provide AI-powered mentorship capabilities for code review, design critique, writing feedback, and idea brainstorming.
Gru Sandbox
Secure, self-hostable sandbox for running Python, TypeScript, and Bash code in isolated Docker containers with automatic resource management for local command…
JavaScript Sandbox
Provides a secure JavaScript sandbox for executing code with configurable time and memory limits, enabling safe testing and evaluation of algorithms.
AI Meta Tool Creator
Enables AI to dynamically create, execute, and manage custom tools in a secure sandbox environment for JavaScript, Python, or shell code with persistent…
Container Sandbox
Provides a secure, sandboxed environment for executing code, running commands, accessing files, and performing web operations through multi-layered isolation…
MySQL Database Tools
Enables direct SQL query execution and table exploration with MySQL databases through a simple interface for seamless data analysis and database operations.
AWS SDK
Enables direct interaction with AWS services through the AWS SDK v2, allowing users to query environments, manage resources, and analyze cloud infrastructure…
N8N Workflow Summarizer
Transforms complex n8n workflow JSON files into clear markdown summaries, extracting nodes, connections, and functionality while generating conceptual Python…
Supabase
Enables Claude and other LLMs to interact with Supabase databases and Edge Functions through a secure API for performing CRUD operations and invoking custom…
Model Context Protocol (MCP)
Interact with Gibson projects to create/update projects, explain database/API interactions, and write code within your IDE.
Synechron Text2SQL MCP Server
Provides natural language access to relational databases using advanced language models, supporting multiple database types.
InstantDB
Provides a robust InstantDB server for executing database queries, retrieving results, and serving code examples across admin, CLI, and data modeling contexts.
Laravel Codebase Introspection
Introspects Laravel codebases to provide structured information about views, routes, classes, and models using the mateffy/laravel-introspect package.
chinese-text-tools
Chinese writing toolbox for Claude Code: text analysis, outline generation, GB/T 7714 references,character frequency
Pinecone
Connect AI tools with Pinecone projects to search, configure indexes, generate code, and manage data.
PyAirbyte
An AI-powered server that generates PyAirbyte pipeline code and instructions using OpenAI and connector documentation.
PostgreSQL MCP Server
# PostgreSQL MCP Server A Model Context Protocol (MCP) server that allows users to connect to PostgreSQL databases. This server exposes resources, tools, and…
Neon PostgreSQL MCP Server
# Neon PostgreSQL MCP Server A Model Context Protocol (MCP) server that provides secure access to Neon PostgreSQL databases, enabling AI assistants like Claude…
Redis Cloud API MCP Server
# Redis Cloud API MCP Server Model Context Protocol (MCP) is a standardized protocol for managing context between large language models (LLMs) and external…
Infra MCP
Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH — service health, logs, DB state, and schema exploration without terminal access.