MCP Server Directory

Provides access to Trimble's Modus design system documentation, component specifications, design rules, and implementation guides for HTML/React projects through automated indexing and structured search capabilities.

Provides Amazon Redshift database administration tools for cluster health monitoring, query performance analysis, workload management, and diagnostic operations through AWS Data API integration with over 40 curated SQL scripts for production database maintenance.

Integrates with Cribl Stream deployments to enable management of configurations, pipelines, sources, and system metrics for DevOps teams and data engineers monitoring data processing workflows.

Combines Playwright's browser automation with Lighthouse's auditing capabilities to analyze website performance, generate detailed reports, and capture screenshots for web development optimization.

Provides a bridge to API-Football for accessing soccer data including league standings, team fixtures, player statistics, and live match information through specialized tools that retrieve both historical and real-time data.

Provides real-time Solana blockchain data access for checking SOL price in USD and retrieving wallet balances from addresses on the Solana mainnet.

Bridges Claude Code with external AI tools through three specialized servers for Gemini CLI integration, SMTP email notifications, and OpenAI Codex CLI session management.

MCP developer toolkit for testing, validating, debugging, and scaffolding MCP servers, with self-hosted MCP server capabilities.

Provides access to Buddhist text corpora including CBETA Chinese texts, SAT Daizōkyō database, and Pali Tipitaka with fuzzy search across titles, content-based regex search with context extraction, and intelligent text parsing that handles TEI markup and encoding for scholarly research and comparative textual analysis.

Connects AI assistants to physical embedded devices for hardware-in-the-loop debugging with serial, JTAG, power profiling, and camera tools.

Provides real-time NHL sports data retrieval by bridging official web and stats APIs, enabling comprehensive access to team standings, player statistics, game schedules, and roster information through a flexible, multi-endpoint TypeScript implementation.

Integrates with OWASP ZAP to provide comprehensive web application security testing through active vulnerability scanning, passive analysis, traditional spidering, and AJAX crawling with configurable scan policies, session management, and evidence collection for automated penetration testing workflows.

Enhances language models with formal logical reasoning capabilities by translating natural language problems to Answer Set Programming code, executing symbolic reasoning with Clingo solver, and interpreting results back to natural language for constraint satisfaction and multi-step deduction tasks.

Integrates with YNAB's official API to provide read-only access to budget data including accounts, categories, and monthly budget information with automatic currency formatting and pagination support.

Provides administration and automation capabilities for Msty Studio Desktop, enabling database queries, model management, conversation analysis, and configuration backup/restore for local LLM workflows.

MCP gateway connecting AI assistants to multiple LLM providers including Claude, GPT-4o, and Gemini with real-time monitoring.

Integrates with LiquidSoap 2.4.0 documentation to provide function search, code examples for streaming tasks, script validation for deprecated patterns, and migration guidance for audio/video streaming applications and broadcast workflows.

Manages Ludus cyber range infrastructure from AI coding assistants.

Integrates with atuin command history to automatically capture bash commands with exit codes and execution context while providing search and filtering capabilities for persistent terminal session tracking

Integrates with Niutrans API to provide professional-grade machine translation between multiple languages for multilingual content creation and cross-language communication tasks.

Self-hosted MCP server that executes TypeScript code in a Deno sandbox for AI agents to call authenticated REST APIs.

Integrates with Xcode development tools to execute xcodebuild commands, manage iOS/macOS simulators, and perform project operations through 25+ tools covering simulator management, building, testing, and file operations.

Enables GPG-signed commits and SSH-authenticated pushes from Claude Code without exposing key material, delegating to the local gpg-agent and ssh-agent.

Provides complete macOS system automation through mouse operations, keyboard input, screen capture, window management, and AppleScript execution with safety-focused command filtering.

Graph-based memory system using embedded KuzuDB with local ONNX embeddings for coding agents.

Integrates with VSCode to provide real-time workspace access, enabling file reading, code analysis across multiple languages, command execution, and automatic detection of recently accessed files and active projects.

Automates Apostrophe CMS module creation with intelligent code generation for pieces, pages, widgets, and bundles including BEM-style SCSS and design token parsing.

Provides a Bayesian Monte Carlo Tree Search engine for systematic exploration of different angles and interpretations, balancing exploration versus exploitation through probabilistic approaches that evolve through multiple iterations.

Exposes Blender's Python API to AI agents for 3D modeling, animation, and rendering through arbitrary code execution.

Integrates with the Kentik network observability platform to query flow data, manage devices and interfaces, monitor synthetic tests, and analyze traffic patterns.

Streamlines MCP server discovery and installation by integrating with the Smithery registry to search available servers, collect configuration requirements, and generate automated installation commands for various development environments.

Integrates with SpamAssassin spam detection engine to provide email security analysis tools for scanning content, checking sender reputation, explaining spam scores, and managing rule configurations in a secure, defensive-only environment.

Integrates with LinkedIn through Clado AI platform to provide professional data enrichment, contact discovery, profile scraping, and engagement analytics using a credit-based pricing model for sales prospecting and recruitment workflows.

Provides time intelligence, persistent memory, and activity logging with timezone management, elapsed time calculation, and configurable reminders for AI coding workflows requiring session continuity and audit trails.

Multi-agent system that combines Google's Agent Development Kit with router-based architecture to coordinate specialized AI agents, enabling task delegation between remote agents like weather services through streaming and non-streaming interactions.

Converts JSON to compact TOON format for token savings in LLM applications, providing encoding, decoding, validation, and comparative statistics tools.

Provides League of Legends professional esports match prediction and summoner analysis capabilities using statistical modeling for predicting outcomes involving pro players and teams across major tournaments like LCK, LCS, Worlds, and MSI, while offering summoner comparison and mock match simulation features.

Provides specialized document processing and YouTube content extraction tools for template-based document generation and video content analysis without manual intervention.

Provides a .NET-based superhero team management API for creating and managing heroes with various superpowers, forming teams, and executing missions with tracking capabilities.

Enables sending SMS messages through the Twilio API with a simple tool that handles authentication and message delivery using provided Twilio credentials and sender phone number.

Enables dynamic TypeScript code execution against Tana's Local API for flexible knowledge management operations including workspaces, nodes, tags, search, and field management.

Integrates with KeywordsPeopleUse API to provide keyword research capabilities including People Also Ask questions, Google Autocomplete suggestions, Reddit/Quora questions, and semantic keywords with language and country localization options.

Hot-swap llama.cpp models in a running Claude Code session without losing conversation context.

Provides a bridge to the Bilibili video-sharing platform for retrieving user profiles, listing followed accounts, and discovering videos through authenticated API access

Integrates with Galileo's evaluation and observability platform to enable dataset creation, prompt template management, experiment setup, log analysis, and step-by-step integration guides for monitoring LLM application performance.

Integrates with Bitget cryptocurrency exchange to provide complete trading functionality including market data retrieval, account management, order execution, futures operations, and real-time WebSocket feeds for both spot and derivatives markets.