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Integrates with geospatial libraries to perform geometric transformations, coordinate system conversions, and spatial analyses using WKT geometry strings for map creation and location-based services.

Agent Never Give Up

Official Remote

Structured thinking tools to help coding agents recover from stuck states

Provides access to the NIST National Vulnerability Database through get_cve and search_cve tools for retrieving and searching CVE records with customizable result options.

Routine

Official

Integrates with Routine productivity application through WebSocket RPC communication to provide task management, calendar integration, document access, contact management, and user profile information for seamless productivity workflows.

Rootly

Official

Integrates with Rootly's incident management API to enable real-time production incident resolution directly within code editors, focusing on core endpoints with optimized pagination to prevent context overflow.

Integrates with NCBI PubMed to provide literature search, article retrieval, author-based searches, citation formatting in multiple styles, and research trend analysis for academic and bibliographic research workflows.

Provides a bridge to the Osmosis blockchain protocol for executing decentralized finance operations like token swaps, balance queries, and account management

MCP Macaco Playwright

Official

Enables comprehensive browser automation and web interaction through Playwright with 50+ specialized functions for navigation, form filling, data extraction, and Chrome DevTools Protocol support. Designed specifically for AI agents to perform complex web workflows including scraping, testing, and automated browsing tasks.

Vectara

Official

Provides a bridge between conversational interfaces and Vectara's Retrieval-Augmented Generation capabilities, enabling powerful search queries that return both relevant results and generated responses with customizable parameters.

Enables remote execution of Go code using the official Go Playground API with tools for running code with optional vet checking, sharing snippets via public URLs, and combining execution with sharing for immediate testing and distribution.

Alibaba Cloud ADB MySQL

Official

Connects to Alibaba Cloud's Adb MySQL databases for executing SQL queries, analyzing query plans, and retrieving database metadata with minimal configuration requirements

Enable AI assistants to manage IT service tickets and operations by integrating directly with Freshservice. Automate ticket creation, updates, and asset management to streamline your IT support workflows. Accelerate routine IT service tasks with seamless AI-driven interactions.

Integrates with Morpho DeFi protocol's GraphQL API to enable querying market data, vaults, positions, and historical APY information for portfolio management and yield optimization.

RAG-enabled documentation server that integrates with vector databases to provide semantic search capabilities for code, documentation, and diagrams without data leaving your environment.

Bridges with physical hardware devices (e.g. Raspberry Pi) via serial communication, enabling real-world control and interaction for IoT and robotics applications.

Provides secure SQL query execution across MySQL, PostgreSQL, and SQLite databases with granular permission controls, transaction-based operations, and configurable write access for production environments.

Google Cloud

Official

Make AI assistants smarter by letting them manage Google Cloud with simple language. The gcloud MCP server transforms complex cloud tasks into clear natural language requests, automates workflows, and opens up Google Cloud tools to everyone—no expert skills needed. Use specialized servers for gcloud, Observability APIs, and Cloud Storage, each offering tailored commands for project management, monitoring operations, and working with cloud data. Built for flexibility, this project lowers barriers for teams, encourages safer operations, and helps users manage the cloud more confidently and efficiently. Contributions and feedback are always welcome!

Databutton

Official

Enables using Databutton app API endpoints as tools by establishing secure websocket connections and handling authentication for seamless integration

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

Manage repositories, issues, and search code via GitHub API.

Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.