MCP Server Directory

Provides AI access to Apache Iceberg catalogs with tools for exploring namespaces, tables, schemas, properties, and partitions in data lakes without complex catalog code.

Provides a Spring-based server for managing person and account data through lightweight H2 database querying with flexible retrieval capabilities by ID, nationality, and associated accounts.

Bridges multiple LLM providers including OpenAI, Anthropic, Google, DeepSeek, OpenRouter, and Ollama through a unified interface, enabling comparison of responses and leveraging specialized reasoning capabilities across different models.

Searches Turkey's TURKPATENT database for trademarks, patents, and industrial designs with filtering by name, owner, classification codes, and pagination support.

Shared task state and project context across Claude Chat, Cowork, and Code.

Integrates with Yahoo Fantasy Sports API to provide lineup optimization, draft assistance, and league management through statistical analysis and machine learning algorithms for data-driven fantasy football decisions across multiple leagues.

Integrates with Laravel documentation and package ecosystem to provide intelligent search across multiple framework versions, external service docs, and curated package recommendations based on use case descriptions.

Analyzes and decompiles Java class files with CFR decompiler integration, Maven repository support, and dependency scanning to enable reverse engineering, security auditing, and understanding of compiled bytecode when source code is unavailable.

Identity and access management automation for Okta systems

Integrates with Gramps Web API to provide genealogy research and management through 24 specialized tools for family tree exploration, relationship analysis, timeline generation, and full CRUD operations on genealogical records including people, families, events, places, sources, and media.

Integrates with the Sefaria Jewish Library API to provide access to Jewish texts and commentaries for textual analysis and religious study.

Enables automated code reviews through multiple LLM providers by analyzing repository structures and evaluating code for security, performance, quality, and maintainability with structured output containing issues, strengths, and recommendations.

Integrates with Binary Ninja to expose decompilation, IL analysis, symbol management, type system manipulation, and cross-reference analysis tools for reverse engineering workflows including vulnerability research, code understanding, and automated documentation generation.

Provides real-time web search capabilities via a dedicated crawler service with configurable result limits, language filtering, and domain rules

Minimal project template providing Apache License 2.0 licensing framework for open-source MCP implementations without functional code or server capabilities.

Integrates with GitHub Projects to streamline Agile Sprint-based workflows, enabling project creation, task management, and sprint planning within the GitHub ecosystem.

Provides real-time currency conversion capabilities by fetching current exchange rates from currency APIs, enabling financial calculations, international business analysis, and travel planning workflows.

Analyzes local Cursor chat history to extract development patterns, usage insights, and coding best practices with tools for searching conversations, generating analytics, and exporting data in multiple formats for personalized development assistance.

Provides intelligent memory management and task tracking for software development projects with automatic project detection, semantic search, and SQLite-based persistence that maintains context across coding sessions through memory classification, relationship building, and context-aware task creation.

Provides IP address lookups and geolocation queries through local SQLite database storage for cybersecurity workflows, network analysis, and threat intelligence gathering without external API dependencies.

Provides a bridge between AI agents and Atlan data catalog services for searching, retrieving, traversing lineage, and updating asset metadata through the pyatlan SDK

Provides live UI preview with hot reload, element inspection, responsive viewport switching, and multi-framework export.

Leverages the deepseek-r1 model to provide structured reasoning capabilities through specialized tools for analytical thinking, reflection with quality scoring, and sequential problem-solving with branching thoughts.

Provides precise line-based editing tools for text files within allowed directories, enabling safe and controlled bulk modifications across multiple files.

Provides secure Ubuntu system control with safe file operations, command execution, and system information gathering through configurable security policies, path traversal prevention, command filtering, and comprehensive audit logging.

BM25-based code search engine providing fast full-text search over code repositories using Tantivy with UTF-8 safe chunking, session-based indexing, and sub-2ms query latency.

Connects directly to Godot's Language Server Protocol to provide real-time GDScript syntax validation and error detection without requiring a full Godot installation.

Integrates with Apktool to provide Android APK decompilation, recompilation, manifest analysis, permission extraction, and smali code searching for mobile security research and reverse engineering workflows.

Provides dual-perspective analysis through alternating actor and critic viewpoints for evaluating creative works, strategic decisions, and complex scenarios requiring both empathetic understanding and objective assessment.

Claude Code reimplemented in Go as a fast AI coding agent runtime with MCP server support.

Provides persistent terminal sessions with SSH support that maintain stateful shell connections across multiple command executions, enabling complex workflows like remote server administration, multi-step operations, and interactive applications that require session continuity.

Provides 11 specialized cognitive tools including mental models, design patterns, debugging approaches, and scientific reasoning frameworks for systematic problem-solving and enhanced analytical thinking.

Persistent chat loop MCP server for IDE AI assistants with OpenAI and Anthropic API compatibility.

Delegates large-context tasks from Claude to Google Gemini via subprocess, enabling token-efficient analysis of large files and codebases.

Integrates with Deepseek API to provide AI-powered mentorship capabilities for code review, design critique, writing feedback, and idea brainstorming.

Integrates with Google Stitch API using OAuth authentication to provide automated design workflow capabilities including UI/UX development, design systems management, export processes, and quality assurance.

Provides iOS mobile automation capabilities through Appium and XCUITest integration for taking screenshots, launching apps, finding UI elements, tapping controls, and performing text input on iOS simulators.

Integrates SearXNG's meta-search capabilities to provide privacy-focused, customizable search results from multiple engines for diverse information retrieval scenarios.

Provides a server for obtaining structured and freeform code reviews from OpenAI, Google, and Anthropic models with support for project context, related files, and language detection.

Provides real-time stock market data and trading capabilities through yfinance, offering tools for retrieving quotes, company overviews, historical prices, symbol searches, analyst recommendations, and insider transactions.

Integrates with Yahoo Finance to provide options analysis and strategy evaluation tools for risk assessment and portfolio management.

Provides RSS feed parsing and retrieval with RSSHub integration, automatically trying multiple instances when one fails and supporting custom rsshub:// protocol URLs for accessing current content from websites, social platforms, and news sources that don't natively provide RSS feeds.

Integrates with GitHub Projects V2 to enable direct management of project boards, issues, and field values through natural language commands without switching contexts.

Provides a flexible integration with the Fibery API, enabling querying, creating, and updating entities across collaborative work tracking platforms through standardized tools.

Provides Android/Kotlin development capabilities through 31+ specialized tools covering code generation, build management, architecture setup, Gradle operations, ktlint formatting, Android Lint analysis, Room database configuration, Retrofit API setup, MVVM scaffolding, Jetpack Compose creation, and security utilities with encryption and compliance support.