MCP Server Directory

Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases.

Captures build and dev process output and feeds structured error data to AI coding tools.

Enables natural language search for Dart and Flutter packages on pub.dev, providing detailed package information, scores, and metrics through conversational queries.

Analyzes academic papers with PDF text extraction, mathematical notation explanation, document structure analysis, content summarization, code generation from algorithms, and data visualization for efficient research and experimental reproduction.

FastMCP server that enables comprehensive file system operations, code modifications, process management, and static analysis for automated code maintenance and refactoring tasks.

Integrates with Finland's Alko alcohol monopoly catalog to provide product search, store availability, opening hours, and wine ratings for wine recommendations, inventory checking, and food pairing suggestions.

Validates Magento 2 code against 83+ coding standard rules, 150+ discouraged functions, and theme-specific conventions for Hyva, Luma, Breeze, and Porto.

Bridges Godot 4 C# projects with development tools through HTTP API communication, enabling real-time scene manipulation, script management, property inspection, signal handling, and resource operations during active game development sessions.

Integrates with FluentCRM WordPress plugin to provide complete email marketing automation including contact management, campaign creation, tag and list operations, automation workflows, and webhook management through over 30 specialized tools.

Integrates Google's PageSpeed Insights API to provide detailed web performance metrics and optimization recommendations for websites.

Provides local LLMs with web search, page screenshots, and readable text extraction through a local MCP server running on localhost.

Provides SMTP email functionality with tools for sending individual and bulk emails, managing configurations, and creating customizable templates with variable substitution for automated, personalized email campaigns.

Generate presentations using the SlideSpeak API.

Git-backed memory system that stores and organizes memories as markdown files in local or remote repositories, providing persistent context across conversations through recall, storage, linking, and temporal queries with automatic synchronization and intelligent organization by tags, categories, or dates.

Provides access to IETF RFC documents, enabling efficient listing, searching, and retrieval with pagination and local caching for internet standards and protocol analysis.

Provides checkpoint-based version control with intelligent undo functionality that tracks file changes, creates restoration points before modifications, and enables precise rollback of changes or removal of newly created files through automated deduplication.

Provides tools for splitting large JSON files into manageable chunks and merging multiple JSON files into a consolidated output for efficient data processing workflows.

Provides real-time access to Weibo trending topics through a TypeScript/Node.js server that delivers Chinese social media insights for conversation workflows requiring current information.

Enables Windows digital forensics analysis by parsing EVTX event logs, registry hives, and remotely collecting artifacts via WinRM for incident response workflows.

Integrates with OpenAI's API and Puppeteer to provide screenshot capture, code architecture analysis, and code review capabilities for software development tasks.

Provides a Spring Boot-based interface to Oracle databases for executing SQL queries, listing tables, and describing table structures with built-in security measures that prevent non-SELECT statements in production.

Integrates with official French tax websites (impots.gouv.fr, service-public.fr, legifrance.gouv.fr) to provide tax calculations, form guidance, scheme details, and legal article retrieval with automated report generation for French tax professionals and developers.

Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering structured JSON responses with complete reasoning traces for complex problem-solving in software development.

Validates TradingView PineScript code syntax by interfacing with TradingView's official pine-facade API, providing real-time compilation error detection for automated trading script development workflows.

Integrates with the Helius API to provide real-time Solana blockchain data access, enabling wallet balance checks and block height retrieval for blockchain monitoring and analysis.

Integrates with the Threat.Zone API to provide malware analysis capabilities including static analysis, dynamic sandbox execution across multiple environments, URL scanning, and CDR processing with detailed result retrieval and artifact management.

Exposes UniFi API documentation for Network, Protect, and Site Manager as queryable tools with endpoint search, schema inspection, and code examples.

Integrates DuckDuckGo, Google Search, Felo AI, and Jina Reader APIs to provide web search, content extraction, and HTML-to-Markdown conversion with caching, user agent rotation, and configurable text filtering for reliable web research and information retrieval.

Integrates with Postman Tool Generation API to convert API collections into type-safe code for AI frameworks, enabling rapid development of AI-powered tools from existing API documentation.

Provides a bridge to the Daisys AI text-to-speech API, enabling high-quality voice audio generation with control over characteristics like gender, pace, pitch, and expression.

Provides team-based social media functionality enabling authentication, post creation with tags and threading, and filtered post reading for multi-agent collaboration scenarios.

Integrates with Vultr's cloud infrastructure API to manage DNS records, compute instances, storage, networking, and billing operations through conversational commands with smart identifier resolution and zone file import/export capabilities.

Provides direct access to AKShare's financial data capabilities for retrieving and analyzing market data, economic indicators, and financial statistics from Chinese and global markets without switching contexts.

Provides deep code analysis capabilities for software repositories, enabling pattern detection, architecture understanding, and knowledge management through a FastAPI server with Qdrant vector database integration.

Provides a TypeScript-based integration with the Qase test management platform, enabling interaction with test-related entities like projects, cases, runs, results, plans, suites, and shared steps through strong typing and Zod-validated API calls.

Provides JSON-RPC control over KVM virtual machines through libvirt, enabling VM lifecycle management, VNC display access, and Fedora CoreOS deployment with Ignition configuration for automated infrastructure management.

Engineering decision memory system capturing decisions from GitHub, Slack, Jira, and Git with pre-change guardrails.

Analyzes HTTP traffic captured by ProxyPin proxy application, enabling API reverse engineering, debugging, and client code generation through HAR file parsing with request filtering and multi-language output.

Integrates with Bybit cryptocurrency exchange APIs to provide real-time market data, account management, and testnet-only trading operations for cryptocurrency trading and portfolio management applications.

Provides autonomous molecular dynamics simulation workflows with access to six scientific databases.

Manages Xcode String Catalog (.xcstrings) files for iOS/macOS localization with read, search, and update capabilities for translation workflows.

Integrates with GEDCOM genealogy files to provide complete family history management including relationship pathfinding, duplicate detection, statistical analysis, and automated data population from web sources like Wikipedia.

Provides structured access to Next.js documentation URLs organized by categories including routing, data fetching, API routes, deployment, and optimization, enabling accurate responses grounded in current Next.js documentation.

Integrates with SonarQube to provide code quality metrics like bugs, vulnerabilities, code smells, coverage, and duplication density at project and component levels for development teams.

Bridges Unity IL2CPP applications with Frida dynamic instrumentation for real-time reverse engineering analysis including class inspection, method hooking, memory analysis, and JavaScript code execution within target processes.