MCP Server Directory

Integrates with phosphobot automation service to replay recorded user interaction episodes from datasets, enabling testing scenarios and development workflows that require reproducible user behavior sequences.

Provides specialized tools for searching npm packages, fetching documentation, checking outdated dependencies, and safely upgrading Node.js packages with version constraint management

Integrates with OpenWeatherMap API to provide global weather forecasts and current conditions for location-specific planning and alerts.

Provides real-time Hong Kong bus arrival information, nearby stop discovery, and route planning via KMB and Citybus APIs.

All-in-one SEO, GEO, Google Ads, local SEO, content generation, digital PR, and link building platform with 112 marketing tools.

Provides data preprocessing, transformation, and analysis capabilities using Polars dataframes for statistical operations on multiple file formats with structured JSON responses.

Connect to financial, utility, and billing accounts to retrieve balance, transaction, payment, and identity data

Delivers documentation context from various technology sources to improve code generation by fetching and serving relevant llms.txt documentation on demand.

Provides CEDARScript (a SQL-like language) capabilities for executing pattern matching and transformations on source code to enable automated refactoring, code generation, and static analysis tasks.

Provides network reconnaissance tools for penetration testers, enabling systematic domain enumeration, IP discovery, email security assessment, and port scanning for external security audits.

Enables Unity Editor automation through HTTP interface for asset management, GUID generation, input testing, and development workflow operations with real-time command processing and extensible tool registration.

Provides a bridge to multiple cryptocurrency exchanges (Upbit, Gate.io, and Binance) for spot trading operations, market data retrieval, and portfolio management across different platforms.

Self-hosted documentation management system that crawls, processes, and enables semantic search across technical documentation for up-to-date access to package docs, API references, and guides without requiring internet access.

Provides a read-only interface for querying Kubernetes clusters, enabling detailed retrieval of information about namespaces, pods, nodes, deployments, services, and events for monitoring and troubleshooting.

Navigates and analyzes Keycloak source code locally to assist with SPI development, custom extensions, and upgrade compatibility.

Provides background process management capabilities, enabling LLMs to start, stop, and monitor long-running command-line processes.

Provides a bridge between Sonos audio devices and natural language control, enabling speaker discovery, playback management, volume adjustment, and system configuration through specialized tools for seamless home audio control.

Provides eight specialized data visualization tools including relationship graphs, scatter plots, 3D visualizations, classification plots, histograms, line charts, and heatmaps that automatically generate and save matplotlib-based charts for data analysis workflows.

Integrates with Alpha Vantage API to provide stock quotes and historical data for financial analysis and market research tasks.

Provides a unified interface for MySQL and MongoDB operations, enabling seamless interaction with both database systems through TypeScript and Node.js with flexible deployment options.

Exposes browser accessibility trees via Chrome DevTools Protocol for generating test selectors across Playwright, Selenium, Cypress, and WebdriverIO.

Manages Kubernetes resources and identifies root causes of failures through interoperable toolchains for K8s, Linkerd, Istio, Karpenter, Helm, and AWS.

Integrates with CodeQL N1ght tool to provide automated Java application security analysis through environment setup, database creation from JAR/WAR/ZIP files, vulnerability scanning with customizable query packs, and direct command execution with parallel processing support.

Integrates with AWS Service Reference API to provide real-time access to AWS service capabilities and API actions for developers and cloud architects.

Provides intelligent search and retrieval capabilities for Magento 2 GraphQL API documentation by ingesting markdown files into a SQLite database with full-text search indexing, enabling developers to quickly find documentation, code examples, and schema definitions through keyword searches and content discovery.

Integrates with Fugle's Taiwan stock market data API to provide historical candles, real-time intraday quotes, trading data, and market snapshots for financial analysis and algorithmic trading research.

Provides a bridge to the Climatiq API for calculating precise carbon emissions across electricity usage, travel, cloud computing, and procurement domains using detailed environmental impact measurement tools.

Integrates with KEGG biological databases to provide access to pathways, genes, compounds, reactions, enzymes, diseases, drugs, and orthology data with advanced analysis capabilities like cross-organism ortholog finding, drug-drug interaction checking, and identifier conversion for bioinformatics research.

Provides direct access to Maccy clipboard history on macOS through SQLite database integration, enabling search with regex and date filtering, retrieval of recent items with image display, copying historical items back to clipboard, managing pinned items, exporting data in multiple formats, and analyzing usage statistics by source application.

Provides a SQL interface for querying and managing Apache Iceberg tables through connections to Iceberg REST catalogs and S3-compatible storage, enabling data analysts to interact with data lakes without switching contexts.

Executes Nushell scripts securely through a single tool, returning structured output with stdout, stderr, and exit codes for data processing pipelines and system administration tasks.

Integrates with Gene Ontology databases through QuickGO and official GO APIs to search terms, retrieve definitions and relationships, validate identifiers, and access ontology statistics across molecular function, biological process, and cellular component domains for bioinformatics research and functional analysis.

Provides full programmatic access to self-hosted Penpot design instances with 68 tools covering projects, shapes, text, exports, comments, and component management.

Integrates with the HeFeng Weather API to provide real-time weather information and forecasts for locations in China, supporting queries by coordinates and offering hourly and daily data.

Provides persistent memory capabilities through dual-server architecture combining Mem0 AI with Neo4j graph intelligence, enabling context retention, preference tracking, and knowledge evolution across sessions with support for multiple LLM providers and complete data privacy through local deployment.

Provides a bridge between Typesense search engine and external tools, enabling collection management, document indexing, and both keyword and vector similarity search operations

Exposes OpenAI Codex Desktop's bundled computer use capabilities as an MCP server for macOS desktop automation.

Integrates with X.com's API v2 through OAuth 2.0 authentication to provide complete post management capabilities including creation, deletion, search, timelines, retweets, likes, bookmarks, and engagement tracking for social media automation and content analysis workflows.

Provides TeamSpeak server administration through the ServerQuery protocol, enabling user management, channel operations, server configuration, moderation features, and file management with support for messaging, moving, kicking, banning clients, creating channels, managing permissions, and handling privilege tokens.

Converts existing applications into MCP servers by analyzing OpenAPI specs, GitHub repos, live URLs, or raw code.

Provide AI agents with a structured development environment snapshot covering services, git, deployments, and env vars.

Provides comprehensive PDF processing capabilities through PyMuPDF, including text operations, page manipulation, image handling, form field management, annotation support, and metadata editing with intelligent auto-cropping and timestamped output files for document automation workflows.

Provides unified access to 100+ AI providers through LiteLLM integration, enabling seamless switching between OpenAI, Anthropic, Google, Azure, AWS Bedrock, and other services through YAML-based configuration with tools for chatting, listing models, and retrieving model information.

Integrates with European public transport APIs from Switzerland, UK, and Belgium to provide real-time connection searches, station lookups, live departures, and vehicle information for travel planning applications.

Provides searchable access to s&box game engine documentation and API reference, covering 180+ pages and 1,800+ types.