MCP Server Directory

Emotional intelligence framework with neurotransmitter mood simulation, personality, and trait drift.

Provides semantic text analysis and compression tools for advanced content processing, enabling summarization, search optimization, and efficient storage while preserving core meaning.

Enables browsing and playing verified classic arcade games from archive.org including DOOM, Wolfenstein 3D, and Commander Keen directly within MCP-enabled clients.

Provides a unified interface to multiple large language model providers (OpenAI, Anthropic, Google, DeepSeek) through a containerized server with customizable parameters for seamless model switching within applications.

Exposes structured DOM snapshots from web pages as MCP tools for AI coding agents.

13 MCP servers with 69 tools for US public healthcare analytics covering CMS, Census, BLS, and HRSA data.

Provides a bridge between AI systems and Ali OSS cloud storage, enabling file upload, download, listing, and management operations through a RESTful API.

Query and operate Kingdee K3Cloud ERP systems through natural language with 15 tools for reading, writing, and auditing business records.

Enables AI-driven web automation through Chrome browser integration for tasks like navigation, interaction, form filling, and content extraction via WebSocket protocol.

Scrapes and searches the UnknownCheats security forum with Cloudflare bypass using 6 tools.

Integrates with Octopus Deploy to manage projects, releases, and deployments through natural language interactions, enabling DevOps teams to query project details, create releases, initiate deployments, and monitor deployment status across multiple spaces without navigating the web interface.

Token-efficient Windows computer use MCP server using AutoHotkey v2 and UI Automation for AI agent control of desktop applications.

Integrates with the Testomatio API to search and retrieve test cases, test suites, test runs, and test plans with advanced filtering capabilities including tags, labels, priority levels, and Test Query Language support for QA teams managing large test repositories.

Bridges Jupyter notebooks with Earth science data analysis by enabling direct NASA Earth Data granule downloads with temporal and geographic filtering capabilities.

Provides hierarchical task management with living document approach where completed tasks remain visible, enabling non-linear workflow navigation, flexible priority switching, and persistent completion history for complex project management and research workflows.

Chinese metaphysics calculator providing BaZi, Tong Shu, and Feng Shui tools for AI assistants.

Render interactive browser-based UIs instantly for rapid prototyping and data visualization.

Search Russia's official software catalog (каталогпо.рф) to discover domestic software alternatives and FSTEC/FSB-certified products.

Provides Excel file manipulation through the Spire.XLS library, enabling creation, reading, modification, and conversion of Excel workbooks with support for formulas, charts, pivot tables, conditional formatting, and export to multiple formats including PDF, HTML, CSV, and images.

Safe code execution in ephemeral unikernels with declarative security policies.

Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.

Integrates with Nostr to enable posting notes and interacting with relays, simplifying decentralized social network engagement and content publishing.

Orchestrates penetration testing workflows through Nmap, Nuclei, Nikto, SQLMap, and Metasploit integration with automated reconnaissance, vulnerability scanning, and exploitation sequencing for security assessments and red team exercises.

Captures screenshots of specific DOM elements through an interactive browser overlay that allows users to hover and click on webpage elements to generate PNG images using html2canvas.

Integrates with the Reactive Resume API for creating, editing, and managing professional resumes with schema-validated data manipulation.

Provides persistent memory capabilities across conversations through PostgreSQL database integration with four memory types (episodic, semantic, procedural, strategic), vector similarity search, memory clustering, identity persistence, and graph-based relationships for maintaining context and building genuine understanding over time.

Provides a YAML-based configuration system for LLM applications, enabling declarative setup of custom environments with resource management, tool execution, and prompt handling capabilities.

Extracts text from images using RapidOCR library through base64-encoded data or file paths for automated document processing workflows.

Enable AI agents to control Android devices

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.

Integrates with Steam's API to fetch and analyze game reviews and information, enabling customizable queries for player feedback, sentiment tracking, and game details.

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 the Drama Corpora Project API to enable analysis of dramatic texts, character networks, and literary themes across different languages and historical periods.

F1 race engineering assistant MCP server providing real-time race data, strategy analysis, and lap time telemetry.

HTTP gateway that aggregates multiple MCP servers into a single endpoint with circuit breaking and health monitoring.

MCP wrapper for TdxQuant providing Chinese stock market data and trading via the 通达信 platform.