File Systems

A demonstration MCP server built with Node.js that provides math calculation and environment variable retrieval tools, designed for easy integration with IDEs like Cursor.

A Python-based MCP server that connects AI coding agents to Figma's API, enabling them to access design files and prototypes directly for code generation.

A specialized MCP server that integrates with the Nutrient Document Web Service Processor API to enable document manipulation, digital signing, and OCR using natural language.

MCP (Model Context Protocol) Server. Integrates with Google Drive API to enable file listing, searching, and reading for document retrieval and content analysis tasks.

A comprehensive MCP server that enables AI to build and manage React applications by automating project creation, terminal commands, file manipulations, and long-running process tracking.

A Model Context Protocol server that integrates with Appwrite's Backend-as-a-Service platform to manage databases, users, functions, storage, and more. It allows LLMs to interact directly with Appwrite APIs to perform administrative and data management tasks.

A Python code execution sandbox providing stateful IPython kernels and programmatic MCP tool calling with tool call approval. It enables agents to execute code actions that compose multiple MCP tools securely within a sandboxed environment.

A robust RAG engine and file indexer that provides semantic AI search and question-answering capabilities for local documents including PDFs and images with automatic OCR.

This MCP server enhances JSON Resumes by analyzing local codebases and fetching project metadata, using OpenAI to intelligently update profiles with professional skill and project descriptions.

MCP (Model Context Protocol) Server. Connects to the CIViC GraphQL API for precision oncology research, enabling flexible searches across diseases, therapies, molecular profiles, and phenotypes with detailed evidence reports and literature citations.

A data-driven MCP server that orchestrates complex software development workflows by combining custom system prompts with sequences of tools across multiple MCP servers using YAML configurations.

MCP (Model Context Protocol) Server. Implements a file-based project context management system that maintains persistent memory across sessions through structured markdown files for tracking progress, decisions, and system patterns.

A comprehensive MCP server providing tools to manage connected Android devices via ADB, including file system operations, package management, and device utility functions like screenshots and speed checks.

A flexible library that automatically converts Pydantic models into MCP, gRPC, and Connect-RPC services, enabling AI assistants to interact with Python objects as tools without manual protobuf definition.

A 'Roaming RAG' server that enables intelligent codebase exploration by chunking files into logical components like functions and classes for precise LLM searching without embeddings.

MCP (Model Context Protocol) Server. Provides secure remote access capabilities for executing commands, transferring files, and managing connections on remote systems via SSH.

A comprehensive Figma MCP server providing full access to the Figma API, including file manipulation, comment management, component libraries, and webhooks.

A robust filesystem MCP server optimized for large codebases, featuring ripgrep-powered search, line-targeted editing with verification, and token-efficient partial file reading.

MCP (Model Context Protocol) Server. Provides intelligent code merging capabilities through the Osmosis-Apply-1.7B model via Ollama, enabling targeted edits to existing code while preserving exact formatting and structure using '// ... existing code ...' markers with optional direct file modification.

A fully local retrieval-augmented generation (RAG) server that provides semantic search with keyword boosting, privacy-focused embedding, and smart document chunking without external API calls.

An MCP server that enables AI assistants to manage Google Calendar through OAuth2, providing tools to list, create, edit, and delete events including support for recurring patterns.

A forked version of the official Knowledge Graph Memory Server that uses DuckDB as a backend for high-performance, persistent SQL-based storage and fuzzy search capabilities.

A comprehensive OCaml development toolset that integrates with Dune, Merlin, and ocamlformat to provide real-time build monitoring, project analysis, and intelligent file operations.

A security-focused utility that enables MCP servers to store and retrieve sensitive credentials using system-native keychain storage across macOS, Windows, and Linux.

An orchestration MCP server that enables task delegation to specialized AI agents defined in markdown files, supporting multiple execution engines like Cursor, Claude Code, and Gemini CLI.

MCP (Model Context Protocol) Server. Enables persistent memory and error tracking for assistants using a local knowledge graph structure with transactional operations, file management, and caching.

An MCP server for managing markdown documentation with YAML frontmatter, providing tools for precise editing, health checks, and generating LLM-optimized consolidated documentation.

A comprehensive MCP server suite for automating web browsers and Electron desktop applications with AI-optimized features like auto-snapshots and element references. It supports complete interaction sets, network monitoring, and system-level operations for automated testing and agentic workflows.

MCP (Model Context Protocol) Server. Enables AI to generate images from text prompts using Google's Imagen 3 API, handling API communication, image storage, and serving through a local HTTP server.

MCP (Model Context Protocol) Server. Integrates with LinkedIn to enable automated profile browsing, searching, and post interactions using Playwright for browser automation and secure session management.