MCP Server Directory

Loads entire documentation sets directly into Gemini's 2M token context window, eliminating traditional RAG limitations for comprehensive technology documentation access and specialized problem-solving tools.

Integrates with MongoDB Atlas to enable creating and managing database resources including clusters, network access, users, and connection strings using TypeScript and the MongoDB Atlas API.

Provides local translation using Google's TranslateGemma models with support for 55 languages, multi-platform Docker deployment, and intelligent text chunking for long documents.

Standalone skill engine that gives any MCP-compatible agent discovery and execution of SKILL.md playbooks without framework lock-in.

Enables human oversight in automated workflows by requesting approval or asking questions through Slack, Telegram, or CLI channels.

Integrates Google Maps Places API with intelligent recommendation algorithms to provide restaurant discovery, booking assistance, and contextually relevant suggestions based on mood, event type, and user preferences.

Integrates with TGO Yemek Turkish food delivery service to enable complete ordering workflows including address management, restaurant browsing, menu exploration, cart operations, payment processing with 3D Secure verification, and order tracking.

Provides a secure bridge between LLMs and Riza's isolated code interpreter API, enabling writing, saving, editing, and executing code safely in a sandboxed environment with persistent tool management across conversations.

Configurable server environment for efficient memory-based operations with customizable settings and flexible limits for scalable applications.

Integrates with Monarch Money's personal finance platform to retrieve account balances, transaction history, and budget data for automated expense tracking and financial analysis.

Fetches GitHub issues and transforms them into structured task descriptions for software development workflows and project management.

Interact with the Saleor Commerce platform to fetch information about products, orders and customers.

Creates a virtual MIDI output port for sending notes, control changes, and timed sequences to any compatible software or hardware synthesizer.

Bridges SAS Viya environments with external applications by executing SAS code through the Job Execution API, handling session management and returning both log output and listing results for data analysis and statistical modeling workflows.

Integrates with the Scrapezy API to extract structured data from websites based on user-specified prompts, enabling flexible web scraping for data collection, content aggregation, and automated research tasks.

Integrates with the Tesla Fleet API to enable vehicle monitoring and control through OAuth 2.0 authentication, allowing for wake-up commands, information retrieval, and real-time data refreshing of Tesla vehicles.

Integrates with the markitdown library to convert various document formats including PDF, Word, and HTML to standardized Markdown, enabling efficient document processing and format unification.

Integrates Neon PostgreSQL with Kinde authentication to provide persistent todo management with user isolation, CRUD operations, and freemium billing that limits free users to 5 todos before requiring subscription upgrade.

Provides tools to interact with Powerdrill datasets to perform data work.

Integrates with SigNoz observability platform to provide dashboard management, custom metrics querying with PromQL support, and APM metrics collection for performance analysis and troubleshooting workflows.

Processes Sketch design files by extracting internal structure, analyzing design elements, and rendering visual components as SVG images for design-to-code workflows and automated design analysis.

Bridges Recaf 4.x Java bytecode editor with decompilation, bytecode analysis, call graph exploration, JASM assembly, and workspace management.

Enables safe remote execution of Rails console commands via SSH for efficient data operations and administrative tasks on production Rails applications.

Converts natural language queries into SQL operations for MySQL databases, enabling conversational database interactions for data analysis and reporting without requiring SQL knowledge.

Provides persistent semantic memory capabilities through PostgreSQL with pgvector embeddings, enabling project-based memory namespacing, semantic search, and relationship management for building connected knowledge graphs across conversations.

Aggressive context compaction for long-running development sessions, enabling 90%+ token savings through structured snapshots with intelligent merging and full-text search.

Provides secure command execution within a containerized Kali Linux environment with background job management, interactsh client integration, and pre-configured API access to reconnaissance services like Shodan and VirusTotal for penetration testing workflows and automated security assessments.

Docker production management CLI with 23 tools for container orchestration, systemd services, nginx configuration, encrypted secrets, Git workflows, health monitoring, and Telegram alerts.

Enables AI to manage Kubernetes clusters through a comprehensive set of tools for contexts, namespaces, pods, deployments, services, and other resources with optimized performance and context-aware operations.

Integrates with Cloudflare's REST API to enable management of DNS records, cache purging, KV namespaces, R2 buckets, Workers domains, Hyperdrive databases, and Workflow instances through natural language interactions.

Integrates Unity Editor with local LLMs through Ollama, enabling natural language control of game objects, scripts, materials, and scenes for streamlined development workflows.

Provides terminal command execution and management capabilities for macOS, bridging with terminal applications like Warp, iTerm2, and Terminal.app through AppleScript automation and SQLite-based command history tracking for intelligent command suggestions based on execution history and project context.

Transforms workspace documents into a searchable vector database using LanceDB and FastEmbed with hybrid search, version-aware ranking, and cross-session memory persistence.

Controls Rigol DS1000Z series oscilloscopes over LAN for measurements, waveform capture, and instrument configuration.

Bridges AI models with the WorkOS API for enterprise-grade user management, organization control, and identity services through a clean interface that handles authentication and API complexity.

Exposes project-specific development tools like tests, linters, and formatters through YAML configuration files, enabling secure execution of common development workflows with parameter substitution and sandbox protection.

Integrates with the Coroot observability platform to monitor applications in real-time, analyze logs and distributed traces, manage custom dashboards, configure Prometheus and alerting systems, and perform root cause analysis for comprehensive infrastructure troubleshooting.

Integrates with Halo blog systems to provide post, category, tag, and attachment management with automatic Markdown-to-HTML conversion, draft workflows, and publishing automation for streamlined blog administration.

Creates and manages autonomous AI agent teams for collaborative problem-solving and task execution, maintaining persistent team configurations, product knowledge bases, and session management while supporting multiple LLM providers and web search capabilities for complex workflows requiring multi-agent coordination.

Provides offline Wikipedia access through local dataset downloads from HuggingFace's finewiki collection with multi-language support and configurable fallbacks for scenarios requiring encyclopedic knowledge without internet connectivity or reduced query latency.

Provides semantic codebase search and file retrieval using CocoIndex embeddings and PostgreSQL with pgvector for similarity search, enabling natural language queries to find relevant code snippets with similarity scores and line numbers.

Integrates with Tatum's blockchain infrastructure to provide multi-chain data access across 130+ networks including Bitcoin, Ethereum, Polygon, and Solana for retrieving NFT metadata, wallet portfolios, transaction histories, token ownership verification, and exchange rates.

Provides direct access to U.S. Department of Labor H-1B LCA disclosure data for searching sponsoring companies by job role and location, analyzing company sponsorship statistics, and identifying visa sponsorship opportunities with intelligent filtering to exclude staffing agencies.

Local macOS activity tracker that captures app usage, screenshots, and browser URLs to build a searchable daily commonplace book.

Fetches coding rules and best practices on-demand from GitHub repositories, providing remote access to development standards with intelligent caching and support for multiple file formats without requiring local rule files.