🧩 MCPs

Model-Context-Protocol (MCP) is an AI architecture pattern that separates intelligence into three key layers: Model: The core AI/ML algorithm that performs learning or inference. Context: The environment or situational data that influences how the model behaves. Protocol: The communication rules or interface that connects models, contexts, or external systems. This structure enables modular, scalable, and context-aware AI systems, ideal for multi-agent AI, robotics, IoT, and real-time decision-making.

Integrates a knowledge graph with semantic search capabilities, enabling efficient storage, retrieval, and querying of structured information for context-aware applications.

Integrates with Facebook's iOS Development Bridge (idb) to enable automated iOS device management, test execution, UI interactions, and app installation through a simple npm module.

Integrates with SourceSync.ai's knowledge management platform to enable semantic search, document management, and content ingestion from diverse sources for AI-driven knowledge retrieval and document analysis.

Integrate with Contentful's Content Management API for CMS management.

Provides semantic document search and retrieval through vector embeddings, enabling context-aware responses backed by specific documentation sources

Integrates with LogSeq API to enable automated note-taking, knowledge graph analysis, and workflow automation for developers and knowledge workers.

Access cryptocurrency price data without authentication.

Integrates with Gmail to enable natural language-based email management, including searching, reading, deleting, and sending emails with attachment support and conversation threading.

Integrates with Taskwarrior to enable task management through adding, updating, deleting, and listing tasks with project organization and priority level support.

Enables npm package searches via CLI, facilitating JavaScript library discovery and dependency management

Analyze data from both the Apple App Store and Google Play Store

Interact with X (Twitter) by posting tweets and searching for tweets through the X API.

Integrates with Obsidian vaults, enabling natural language queries and updates to notes through secure read/write access.

Integrates with Trello's API to enable AI-powered project management tasks like automated workflow optimization and task creation.

EyevinnOSC's MCP server enables AI assistants to provision and manage vendor-independent cloud infrastructure for databases, storage, and media processing through an open source API.

Generates UI flowcharts based on input specifications, enabling visual representation of user interfaces and interactions for design communication and workflow analysis.

Integrates Gmail functionality, enabling email search, message retrieval, and attachment downloads via Google Apps Script.

Integrates with WordPress REST API to enable secure content management, user administration, and site configuration tasks.

Enables interaction with Obsidian vaults for file operations, content search, and metadata management, facilitating note-taking and knowledge base organization.

OSINT Maigret integration to gather user info across social networks.

Integrates Stability AI's image generation and manipulation capabilities for editing, upscaling, and more via Stable Diffusion models.

Integrates with Exa's API to enable web searches for AI models, enhancing tasks like research, fact-checking, and content generation with current data.

Integrates with Fathom Analytics to retrieve account information, manage sites, track events, generate reports, and monitor real-time visitor data using the @mackenly/fathom-api SDK

Integrates with Svelte documentation to enable efficient querying and retrieval of framework-specific content for development assistance.

Integrates with Strapi CMS to enable creating, reading, updating, and deleting content entries with support for filtering, pagination, sorting, and media uploads through URI-based resource patterns.

Implements a structured task management system resulting in step-by-step workflows requiring explicit user approval.

Provides a secure bridge between LLMs and Riza's isolated code interpreter API, enabling writing, saving, editing, and executing code safely in a sandboxed environment with persistent tool management across conversations.

Integrates with Axiom for executing APL queries and listing datasets, enabling log analysis, anomaly detection, and data-driven decision making.

Integrates with SolarWinds Observability logs, providing tools for searching, visualizing, and analyzing log data with advanced filtering options and customizable time ranges for DevOps and IT operations teams.

Bridges to Notion's knowledge management system, enabling creation and manipulation of pages, databases, and content.

Integrates with Clever Cloud's tools and services to enable application deployment, environment management, and resource monitoring.

Enables breaking down complex tasks into manageable pieces with structured JSON storage for tracking progress, maintaining checklists, and preserving context across multiple conversations.

Converts Mermaid diagrams to PNG images using Puppeteer for high-quality headless browser rendering, supporting multiple themes and customizable backgrounds.

Integrates Jira for natural language querying and manipulation of project management data.

Provides a JSON manipulation interface using JSONPath syntax for querying, transforming, and analyzing structured data across diverse datasets.

Integrates with the Notion API to enable searching, querying databases, managing pages and blocks, and handling users and comments for content management and collaborative document editing.

Connects to GitHub repositories, enabling natural language queries about code structure, dependencies, and development history.

Integrates with ifconfig.me to fetch and provide public IP address information for network diagnostics and geolocation services.

Integrates with Toolhouse platform to provide access to diverse utilities for developers and teams incorporating AI-assisted tasks.

This VirusTotal MCP server enables AI assistants to programmatically access VirusTotal's threat intelligence for security analysis and threat detection.

Enables sending customizable messages to external webhook endpoints, facilitating automated notifications and workflow integrations.

Control Supabase projects and organizations.

Integrates with Confluence and JIRA APIs to enable querying and management of Atlassian project data, documentation, and issues.

Integrates with Tana's Input API, enabling creation and manipulation of structured data in Tana workspaces for enhanced note-taking and automated data input tasks.

Integrates with Together AI's Flux.1 Schnell model to provide high-quality image generation with customizable dimensions, clear error handling, and optional image saving.

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

Integrates with local iCloud Photos libraries on macOS to enable efficient searching and retrieval of photo metadata based on various criteria like dates, locations, people, and labels.

Provides powerful CLI command execution capabilities, enabling structured output for shell commands with features like timeout handling, ANSI code stripping, and error management for system administration and DevOps workflows.

Integrates YouTube subtitle retrieval for natural language queries about video content.

Provides secure MySQL database access for LLMs, enabling read/write operations with transaction support and security features for AI-assisted data management tasks.

Integrates with Astra DB, enabling cloud-native database operations for scalable data storage and retrieval in AI applications.

Integrates with nostrdb to enable local Nostr data querying and analysis.

Integrates with Tavily's semantic search API to enable web searches and retrieval of relevant results for fact-checking and research tasks.

Real-time documentation context through vector-based search and retrieval via Qdrant.

Integrates with Google Cloud Platform services, providing tools for interacting with Compute Engine, Cloud Storage, Cloud Functions, Cloud Run, BigQuery, and more using official client libraries and robust error handling.

Integrates with Podman's API to enable container creation, management, and orchestration for automated DevOps workflows and microservices architecture deployment.

Cross-platform MCP server for executing command-line operations and SSH connections on Windows and Linux systems through a standardized interface.

Integrates with Chrome on macOS to retrieve and manage browser tab information using AppleScript.

Connect to the Home Assistant platform, enabling smart home control.

Integrates with OpenRouter's AI SDK to enable deep reasoning capabilities for complex analysis and inference tasks.

Provides a bridge to systemd-coredump functionality for accessing, managing, and analyzing system core dumps in Linux environments, including listing available coredumps, retrieving information, extracting dumps, and generating stack traces using GDB.

Integrates with REST API's via Axios to provide a command-line tool for testing and debugging REST APIs with customizable requests and response analysis.

Access up-to-date API documentation efficiently.

Integrates with Nostr to enable posting notes and interacting with relays, simplifying decentralized social network engagement and content publishing.

Provides summarized output from various actions, optimizing token usage for efficient processing of large datasets and language models.

Integrates Claude Desktop with Neovim, enabling AI-enhanced coding assistance within the familiar Vim environment through direct interaction with buffers and commands.

Integrates with Airbnb to enable vacation rental search and detailed property information retrieval without requiring API keys

Integrates Strapi CMS content into workflows, enabling manipulation of data for content management and querying in Strapi-powered applications.

Integrates with Neo4j graph databases to enable natural language querying, node creation, and complex graph operations for knowledge exploration and data relationship modeling.

Integrates with Gitee repositories to enable repository creation, code management, issue tracking, and pull request workflows using a simple token-based authentication system.

Integrates with Triple Whale's API to enable querying and analysis of e-commerce performance metrics for sales reporting and marketing strategy optimization.

Enables Claude to interact with the Base blockchain and Coinbase API for cryptocurrency operations including wallet management, fund transfers, and smart contract deployments.

Integrates with Zotero to enable listing collections, retrieving item details, searching libraries, and fetching recent papers for research and citation management.

Integrates with the Serper API to enable web searches and webpage content extraction, supporting research, content aggregation, and data mining tasks.

Integrates with Bitcoin network and blockchain data via Blockstream API to enable transaction monitoring, wallet management, and blockchain analysis

Integrates with Redis databases to enable fast, in-memory key-value operations for caching, session management, and real-time data processing.

Integrates with ClickUp's API to enable task management, team collaboration, and workflow automation for AI-driven project management and reporting.

Analyze SEO metrics and search performance data.

Integrates with Notion API to enable natural language-driven content management, knowledge base interactions, and automated workspace operations.

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

Manage Neon's serverless Postgres databases.

Integrates with CoinCap's API to provide real-time cryptocurrency data, enabling price tracking, market analysis, and historical trend examination for financial applications.

Integrates Mineflayer to enable AI control of Minecraft bots for navigation, block manipulation, inventory management, and real-time game state monitoring.

Integrates document processing libraries to enable extraction, conversion, and manipulation across multiple file formats including PDF, DOCX, HTML, CSV, and EPUB.

Integrates WordPress with AI systems to enable automated content creation, site management, and data analysis for WordPress-based websites.

Extracts and processes web content for efficient parsing and analysis of online information

Enhances JSON Resumes with GitHub project information by analyzing codebases, fetching existing resumes, and intelligently updating profiles with relevant project details using OpenAI's API.

Enables dynamic creation of customized MCP servers using the MCP SDK to automate setup and manage tools and resources for specialized AI applications.

Bridge to Redis databases, enabling fast in-memory data operations for AI workflows.

Provides read-only access to PostgreSQL databases with enhanced multi-schema support, enabling schema inspection, query execution, and isolation across multiple namespaces.

Integrates with Shopify's GraphQL API to enable comprehensive store management, including product, customer, order, and discount operations.

Securely query and analyze Google BigQuery datasets via natural language.

Integrates with Twitch API to provide channel info, stream details, game data, user profiles, clips, chat settings, and video comments for building Twitch-related tools and analytics platforms.

Integrates with Microsoft Excel to enable reading and writing of text data in xlsx files for spreadsheet manipulation and analysis tasks.

Integrates with Supabase to persist and retrieve LLM interaction styles using emojikeys, enabling consistent personalized experiences across conversations.

Integrates YouTube search with Google Sheets to automate video data collection and analysis for content creators, marketers, and researchers.

Integrates with Google Maps to enable AI-driven travel planning, itinerary optimization, and location-based services for automated trip management.

Integrates with SUPOS platform, enabling applications to leverage SUPOS services and capabilities within MCP-based workflows.

Fetches GitHub issues and transforms them into structured task descriptions for software development workflows and project management.

Integrates DuckDuckGo search capabilities with customizable parameters for web-based information retrieval.

  • tmp_val__name__