MCP Server Directory

Provides direct access to DuckDB's analytical capabilities through file loading, table management, schema inspection, and SQL query execution for fast local processing of CSV, JSON, and Parquet files without database setup overhead.

Provides direct access to Mochow vector database capabilities for managing databases, tables, and performing vector similarity and full-text searches with filtering options.

Integrates with ntopng systems to provide direct access to network monitoring data through ClickHouse database queries and REST API endpoints for retrieving traffic statistics, analyzing flows, and identifying network anomalies.

Solve Constraint Satisfaction Problems (CSP), Linear Programming (LP), Minimax optimization, and SciPy-powered advanced optimization problems.

Integrates with BTCPayServer's API to provide complete Bitcoin payment processing, store management, and Lightning Network operations through 23 modular services covering invoices, payment requests, wallets, webhooks, and system administration for e-commerce and Bitcoin-native business applications.

Enables code modification and generation tasks through file operations, search-and-replace, and version control integration for automated refactoring and codebase maintenance.

Plays customizable audio notifications for key interaction points in development environments, alerting users when AI assistance requires attention or completes tasks.

Provides an anti-association fingerprint browser environment and automated interaction APIs.

Provides unified access to AWS, Azure, and GCP resources through cloud-agnostic adapters for managing instances, storage, databases, and functions with cost analysis, monitoring, security scanning, and compliance checking capabilities.

Sends intelligent push notifications via Bark iOS app when AI coding tasks complete or require attention, detecting when developers are away from their IDE across macOS, Windows, and Linux.

Provides a bridge to Stack Exchange sites for searching and retrieving questions, answers, and tags with efficient caching and rate limiting for seamless technical information access.

Provides a bridge to GitHub Gists for creating, retrieving, updating, listing, and deleting code snippets directly through conversational interfaces.

Exposes Volcengine ARK Seedance 2.0 video generation for text-to-video and image-to-video through MCP tools.

DevOps server management with 163 tools for terminal, files, git, databases, and deployment via hosted gateway.

Provides a proxy bridge to Ethereum JSON-RPC endpoints for querying blockchain data and executing Ethereum operations with built-in safety features, friendly aliases, and support for both standard and Geth-specific APIs.

Multi-agent collaborative system where 26 specialized agents implement Claude Code CLI integration with automatic binary discovery, real-time session management, Git-like checkpoints, and comprehensive monitoring for advanced development workflows.

Automates Gmail-based lead nurturing campaigns for dental practices with multi-stage follow-up sequences, intelligent response tracking, and lead scoring to provide 24/7 hands-off email outreach automation.

Provides full-text BM25 search across TradingView Pine Script v5/v6 documentation covering 858 indexed function references and user manual pages.

Provides a TypeScript-based development environment for creating, testing, and refining structured prompts locally before production deployment.

Provides Chinese financial market data through the Tushare Pro API with HTTP transport and API key authentication.

Publish text posts, link shares, and image/video uploads to LinkedIn directly from AI agents, built in Rust.

Access to Swiss Federal Office of Topography APIs for geodata, geocoding, and elevation queries.

Integrates with GitHub's GraphQL API to analyze user starred repositories, track starring patterns over time, and extract technology adoption insights with timeline analysis and language distribution breakdowns.

Provides NFL play-by-play data from 1999 to present with DuckDB-backed analytics, structured tools for play search, team and player statistics, side-by-side comparisons, rosters, injuries, and snap counts.

Provides access to Duyet's professional information including CV, GitHub activity, and blog posts, with contact capabilities for collaboration and consulting inquiries.

Queries OSS Insight's public analytics API with 18 tools for GitHub repository trends, contributor statistics, collection analysis, and open-source ecosystem insights.

Integrates with Odisha's Mo Bus public transportation system to provide route searching, journey planning with transfers, fare calculation, and stop location services across 84 routes and 1050+ stops in 18+ cities including Bhubaneswar, Cuttack, and Puri.

Provides enterprise-grade task orchestration with intelligent evaluation scoring, session-based workflow tracking, and automatic cleanup for structured productivity workflows and project management automation.

Provides universal memory capabilities across development environments with tools for searching memory layers, capturing learning episodes, forging patterns, tracking applications, recording outcomes, and accessing system statistics.

VS Code extension that exposes an HTTP server enabling intelligent symbol renaming across multiple files using the editor's built-in LSP-backed rename provider with automatic workspace edit handling and saving.

Code analysis, JSON repair, encoding fix, format conversion, diff, and regex tools.

Builds and maintains a knowledge graph of code entities, relationships, and Git history using Kuzu database to provide codebase analysis, context-aware code generation, pattern detection, and Arduino-specific hardware analysis including pin configurations and memory usage estimation.

Orchestrates competitive code review debates between CLI-based language models with deterministic scoring to generate merged recommendations and declare winners.

Provides health monitoring and troubleshooting tools for EMQX MQTT broker clusters, enabling cluster status checks, connector management, authentication source inspection, and network connectivity testing across distributed nodes.

Integrates with Mender IoT device management platform to provide secure access to device fleets, deployments, artifacts, releases, and audit logs with automatic credential masking and comprehensive error handling for production IoT monitoring workflows.

Integrate GitHub issue management, Kubernetes pod logs, Prometheus metrics, and Groq AI incident analysis into a single MCP interface.

Coordinates specialized coding agents in a mesh network to decompose complex programming problems into parallel tasks, enabling simultaneous analysis, implementation, testing, and documentation with intelligent dependency management and result aggregation.

Integrates with TrackMage's shipment tracking and order management platform using OAuth2 authentication to provide real-time delivery status monitoring, carrier detection, bulk retracking operations, and complete order lifecycle management for e-commerce and logistics workflows.

Provides access to Japan's official statistics portal (e-Stat) with tools for searching tables, finding surveys, retrieving metadata, and fetching statistical data with filtering capabilities.

Consults Kimi AI as an adversarial code reviewer within Claude Code sessions.

Provides local AI models with web browsing, Python execution, file management, OCR, vision, and desktop control capabilities.

Integrates with Bugcrowd's bug bounty platform API to provide complete access invitation management, asset operations, program administration, vulnerability reporting, submission tracking, and authentication logging with full CRUD capabilities across all endpoints.

MCP server aggregating Semgrep, PHPStan, Knip, PHPMetrics, and Deptrac into a unified baseline-aware code quality gate.

MCP server for Obsidian vault management with Git sync, semantic search, and AI interaction journaling.

Integrates with Acrolinx's NextGen API to provide automated text rewriting, quality analysis, targeted editing suggestions, and workflow status checking with support for multiple style guides and configurable parameters for professional content improvement.

Streamlines Nextflow development by providing tools for building, testing, and executing pipelines directly from local repositories.