MCP Server Directory

Converts Japanese postal codes into complete addresses by combining prefecture, city, and district information from the zipcloud.ibsnet.co.jp API service.

Slack-native incident management and on-call scheduling with 16 tools for incidents, services, postmortems, and teams.

Scientific reasoning server that processes complex queries through an eight-stage Graph-of-Thoughts approach, maintaining a multi-layer graph structure with confidence vectors that quantify certainty across multiple dimensions.

Provides structured markdown templates for daily standups, learning notes, meeting records, and project summaries to help developers maintain consistent documentation practices across different development activities.

Provides management and troubleshooting capabilities for Strimzi Kafka deployments on Kubernetes, including cluster operations, topic and user management, Kafka Connect lifecycle, Cruise Control rebalancing, MirrorMaker2 replication, and observability tasks.

Session continuity plugin for Claude Code that tracks work progress through rolling checkpoints and generates continuation prompts when sessions are restored.

Integrates with GitHub's Pull Request system to fetch and analyze PR comments with their associated file paths, line ranges, and replies for seamless code review workflows.

Monitors ClojureScript builds in real-time, providing detailed status information including compilation status, warnings, errors, and file-specific details for verifying build success after code changes.

Provides random number generation capabilities for generating integers and floats within specified ranges, suitable for simulations, games, or statistical sampling.

Combines semantic knowledge representation with reinforcement learning to provide intelligent shopping assistance, product recommendations, and automated learning from user interactions through ontology-driven e-commerce capabilities.

Integrates with TiDB AI to enable direct querying and response streaming within code editors through a lightweight Go-based bridge.

Provides secure encrypted storage and intelligent auto-fill for API keys across development environments through browser extension, CLI tool, and server components with AES-GCM encryption, usage tracking, and password manager import capabilities.

Provides base64 encoding and decoding with 8 output formats, automatic MIME type detection, data URI generation, and intelligent job memory with checksums for file change detection and LRU caching.

Integrates with Chinese futures markets through vnpy trading framework and CTP gateway to provide real-time market data, account management, order execution, and position tracking for algorithmic trading and market analysis.

Provides thermodynamic and chemical engineering calculations through the MoziChem framework, offering equation of state models and flash calculations for process design, optimization, and phase equilibrium analysis.

Integrates with Orthanc PACS servers and FHIR systems to provide DICOM query/retrieve operations, PDF text extraction from medical documents, and healthcare database connectivity for medical imaging workflows and radiology automation.

Enables management of Harvester HCI clusters through a Go-based server that provides tools for handling both standard Kubernetes and Harvester-specific resources with human-readable output formatting.

Development assistant providing 36 specialized tools for TypeScript, JavaScript, and Python projects with semantic code analysis, persistent memory management, and browser automation capabilities.

Manages StealthSurf VPN configurations, cloud servers, subscriptions, and device access through a stateless proxy to the StealthSurf API.

Integrates with GitLab's API to enable Kanban-style project management and issue tracking for streamlined software development workflows.

Integrates with Luma AI's API to enable AI-driven video generation based on textual descriptions or parameters.

Integrates with Slack workspaces to provide direct access to users, channels, messages, and search functionality through a TypeScript-based server that handles pagination and API errors automatically.

Generates unified diffs between text strings with 3 lines of context, enabling precise comparison and analysis for version control and code review tasks.

Provides web content access and Python code execution in a sandboxed environment, enabling information verification and working code demonstrations through containerized tools with appropriate security constraints.

Provides SSH connectivity and remote server management with command execution, file operations, directory listing, and SFTP transfers across manual configurations, environment variables, and BinaryLane cloud auto-discovery.

Provides cross-platform desktop notifications for important events or task completions using native Windows and macOS APIs.

Integrates with the Timor API to provide current time information and workday calculations for scheduling systems and business logic that depends on working day determination.

Connects USB cameras, IP cameras, and screen capture to enable image analysis, object detection, QR/barcode decoding, and real-time visual monitoring with token-efficient metadata responses.

Provides read-only access to Observium CE network monitoring data for querying device status, port traffic, sensor readings, alerts, and historical trends through natural language queries about network infrastructure health and performance metrics.

Provides expert-level code review through simulated personas like Martin Fowler and Uncle Bob, offering refactoring suggestions and clean code recommendations based on established software engineering principles.

Integrates with a YouTube summarization API to enable video analysis, retrieval of summaries, and follow-up conversations about content.

Integrates with the Indian stock market API to provide financial data including trending stocks, IPO information, financial statements, historical statistics, mutual funds, and corporate actions for financial analysis and research.

Provides diverse random generation utilities including UUIDs, numbers, strings, passwords, and more.

SQL query interface for MCAP robotics recordings using DuckDB, with support for JSON, Protobuf, ROS 1, ROS 2, and FlatBuffers encodings.

Provides deterministic, org-specific Salesforce schema analysis including field lookups, ER diagram generation, schema diffing, and change tracking.

Provides 13 production-ready tools for web search, content extraction, weather, finance, screenshots, and more through a unified API.

Provides direct access to Smallest.ai knowledge base API for listing, creating, and retrieving knowledge bases without leaving the conversation context

Provides secure database connectivity for MySQL, Redis, and MongoDB with configurable security modes, connection pooling, and comprehensive error handling across all database types.

Integrates with OneSignal to manage push notifications, emails, and SMS across multiple applications with support for device management, segmentation, and template operations.

Provides a simple interface for querying Brazilian postal codes (CEPs) via the ViaCEP API, enabling address validation and expansion without leaving conversation context.

Provides direct access to Astro documentation through searchable, categorized resources and curated prompts for helping developers with component architecture, content management, and deployment tasks.

Integrates with macOS forensic tools like FSEParser and unifiedlog_iterator to parse system artifacts, correlate timeline events, and detect security incidents across unified logs, FSEvents, Safari history, and system databases for digital forensics investigations.

Provides a bridge to the Unleash feature flag management system, enabling dynamic creation, retrieval, and management of feature flags across different development projects.

Integrates ddddocr Python library through TypeScript interface to automatically solve text-based verification codes, click-to-select object challenges, and sliding puzzle CAPTCHAs for web scraping automation and accessibility workflows.

Provides a secure bridge to OceanBase databases for listing tables, reading data, and executing SQL queries with configurable permission levels for data analysis and administration tasks.