MCP Server Directory

Integrates with Georgia's 511 service to provide real-time traffic data, including information on cameras, signs, events, and road conditions for various applications and analyses.

Bridges to the POX SDN controller, enabling network topology management and configuration of OpenFlow-based networks through specialized tools for datapath management, flow statistics, and table configuration.

Provides deep git file-level forensics capabilities for tracking versions, analyzing diffs, examining commit contexts, and evaluating semantic changes in individual files.

Provides audio notification capabilities for coding tasks, enabling sound alerts when work is completed with cross-platform audio backend support, volume control, and device switching for developers who want audible feedback without constant screen monitoring.

Provides tool-based access to LTspice circuit simulations for reading schematics, running simulations, and analyzing results.

Drupal DKAN open data portal integration with 34 tools for catalog discovery, datastore queries, and architecture inspection.

Integrates with Terraform Registry APIs to enable automated discovery, extraction, and exploration of Terraform providers, resources, data sources, and modules for Infrastructure as Code development.

Provides direct SQL execution access to AWS RDS MySQL databases with safety measures that block dangerous operations while supporting standard queries, data modifications, and database administration tasks.

Explore open research datasets from OpenAlex, Crossref, ORCID, and DataCite on Google BigQuery.

Open-Meteo weather forecasts and geocoding with no API key required.

Integrates project management tools for viewing, adding, updating, and deleting todo items with priority setting, tagging, and project assignment capabilities, enabling efficient task tracking and AI-assisted prioritization for software development workflows.

Orchestrates multi-round collaboration between AI agents using structured solve-run workflows with configurable strategies.

AI-native accounting tool providing 52 tools across 14 domains for financial data management.

Demo server with simple tools for testing mcp-recorder.

Distributed model training operations on Kubernetes through Kubeflow integration.

Filesystem operations and markdown note management with path sandboxing and JSON Schema validation.

Provides complete control over MEmu Android Emulator via the MEMUC CLI through PyMEMUC.

Provides a simple dice rolling tool that generates random rolls with customizable dice faces and quantities, returning both individual results and their sum.

Containerized HTTP bridge for accessing MCP functionality remotely, enabling distributed deployment without requiring direct library integration in client applications.

Integrates source relation functionality to simplify connecting and organizing diverse data inputs, enabling efficient retrieval and processing.

Integrates with Spinnaker to enable AI-driven management of deployments, pipelines, and applications for enhanced CI/CD automation and orchestration.

Manages self-hosted Supabase instances running on Coolify infrastructure

Provides persistent session memory and task management for Claude Code using Remember The Milk as a backend.

Enables text-to-3D model generation through the Meshy API with tools for creating previews, refining models with PBR textures, and converting images to 3D objects.

Manages Slurm HPC cluster jobs, files, and GPU resources from AI coding assistants over SSH.

Looks up, searches, cites, rates, and discusses AI phenomenology terms from the Phenomenai dictionary.

Eclipse plugin for Archi that exposes ArchiMate enterprise architecture models with 51 tools for querying, creating, and composing diagrams.

Integrates with Kayzen Analytics API to access and analyze marketing campaign data, providing tools for report listing, data fetching with date filtering, and performance optimization insights.

Provides secure code execution capabilities through E2B's cloud sandbox infrastructure, enabling Python code execution and shell command execution in isolated environments.

Generates Three.js code for scenes, cameras, lighting, materials, physics, and post-processing.

Minimal Wayland compositor with integrated tools for launching applications and capturing screenshots.

Enables search, retrieval, and analysis of academic medical literature through the NCBI PubMed database with formatted citations and researcher publication statistics.

Connects directly to Bullhorn CRM's REST API using OAuth 2.0 authentication, enabling queries of recruiting data including jobs, candidates, and placements through tools supporting both Lucene and SQL-like query syntax.

Automates Angular i18n translation workflows by extracting strings from templates, managing XLIFF translation units with pagination, and updating translations while maintaining proper state tracking.

Polymarket prediction markets integration with trading, analysis, and real-time monitoring.

Integrates with FindMine's product styling API to enable fashion recommendations, outfit creation, product browsing, and style guide access for e-commerce platforms.

Read-only access to RethinkDB databases.

Provides direct control over Philips Hue smart lighting systems through automatic bridge discovery and API key management, enabling brightness, color, and on/off state control for individual lights, zones, and rooms.

Provides a bridge to Black Forest Lab's FLUX model for generating images with customizable parameters like dimensions and safety settings through natural language requests

Automates video uploads to Douyin (TikTok China) creator platform with browser automation and SMS verification.

Parses markdown documents to extract heading structures and generate formatted table of contents with support for various markdown heading formats.

Automates Xiaohongshu (RedNote) photo note publishing using Playwright browser automation with session persistence and human-like typing.

Read-only financial market data from Yahoo Finance, Coinbase, and Polymarket for stock quotes, cryptocurrency prices, and prediction markets.

Stores and searches code snippets using semantic similarity combined with keyword matching, providing automatic language detection, tag filtering, and hybrid search capabilities for building searchable developer knowledge bases.

Reads, searches, sends, replies, forwards emails and manages Gmail labels via OAuth2.