MCP Servers (35)

British Geological Survey AGS File Utilities API. Validate, convert, and generate graphical logs from AGS 4.x geotechnical data files. Supports schema validation, data validation, and format conversion.

Build, validate, and deploy multi-agent AI solutions from an Ateam offers a full-featured platform for developing AI-driven applications. It includes tools for testing, deploying, and managing AI agents, making it ideal for developers focused on creating intelligent systems.

Aviationstack is an API service that provides real-time and historical flight data, including flight status, routes, and airports. Use it to enhance aviation applications with detailed flight information and tracking features.

Anthropic Claude Code MCP server — AI-powered coding agent for file operations, code generation, Git workflows, terminal commands, web search, and GitHub integration via the Claude CLI. The official Anthropic Claude Code tool as a managed MCP service. Requires desktop proxy - install with: pip install mcpbundles

Parse, explain, validate, and generate cron expressions. Convert between human-readable schedules and cron syntax. Show next N execution times. Supports standard 5-field cron and common extensions. Pure computation.

Profile vectors, find anomalies, and validate quality. Analyze vector distributions, detect missing embeddings, validate properties, check data integrity, and ensure vector database health.

Profile data, find duplicates, and validate quality. Analyze column statistics, detect outliers, validate constraints, and ensure data integrity.

Workflow: 'Analyze Stack Exchange data and build tools'. Create custom response filters to optimize API responses, decode filter strings, access raw post data, query across all 130+ Stack Exchange sites, manage OAuth tokens, handle API errors, and explore Stack Overflow for Teams collectives. Perfect for building integrations and analytics.

Fastmail is an email provider with a modern standards-based API via JMAP. These tools let you list mailboxes, search and fetch emails, triage messages (read/unread, move), send email via JMAP submission, and manage Fastmail Masked Email addresses.

Python supply-chain security platform. Track installed packages and versions, monitor vulnerabilities via the OSV database, and validate against organization-wide allow lists.

Gmail is a web-based email service provided by Google, allowing users to send and receive emails, manage their inboxes, and access a suite of productivity tools. It is primarily used for email communication and management.

Google Chat API for listing spaces and sending messages.

Google Classroom is an online learning platform that facilitates course management, assignments, and collaboration between teachers and students. It is used primarily in educational settings to streamline the distribution and grading of assignments and enhance classroom communication.

Google People API for reading contacts (people.connections.list).

Google Docs API for reading and updating Google Docs documents.

Google Drive API for listing, searching, and retrieving files in a user's Google Drive.

Google Forms is an online survey tool that allows users to create forms, distribute them, and collect responses efficiently. It is primarily used for conducting surveys, quizzes, and gathering feedback.

Google Sheets API for reading spreadsheets and cell ranges.

Google Slides API for reading presentations.

Google Tasks is a task management service that allows users to organize, track, and complete tasks in a simple list format. It is primarily used for personal task management and organizing daily workflows.

HubSpot is a full-featured CRM platform that helps businesses manage customer relationships, marketing automation, sales pipelines, and customer service. Use it to manage contacts, companies, deals, tickets, marketing campaigns, content, and more.

Format, validate, and minify JSON. Reports detailed parse errors with line numbers and structure statistics. Pure computation — no external calls.

Kevros provides a suite of tools for verifying and attesting identities, allowing users to manage trust relationships and validate outcomes. This service is particularly useful for organizations that require secure identity management and verification processes, such as financial institutions and online platforms. Users can check peer statuses and manage health checks to ensure compliance and security.

This server is designed for amateur radio enthusiasts, offering tools to access band plans, calculate EIRP, and validate callsigns. It serves as a resource for radio operators to optimize their equipment and ensure compliance with regulations.

This server validates configurations and segments for the Oh My Posh tool, ensuring that users can maintain optimal setups for their development environments. It is targeted at developers who use Oh My Posh for enhancing their command-line interfaces.

Free, open-source UK postcode and geolocation API. Lookup postcodes, reverse geocode coordinates, validate postcodes, find nearest postcodes, and query outcodes.

All PostgreSQL tools

Understand vector database structure, relationships, and schema. Explore collections, properties, cross-references, and understand how your vector database is organized.

SettlementWitness offers a service for verifying and witnessing settlements, ensuring that transactions are accurately recorded and validated. This tool is essential for businesses and legal entities that require reliable proof of settlement agreements.

Shutterstock is a global marketplace for licensed stock photos, videos, music, and editorial content. Search millions of high-quality images, download media assets, manage licenses, access contributor information, and integrate professional stock content into applications and creative workflows.

All Stack Exchange tools

This server verifies EUDI/Talao wallet data using OIDC4VP, ensuring secure and accurate wallet management. It is aimed at developers and organizations needing to authenticate and validate wallet information.

All Weaviate tools

Convert between YAML and JSON formats. Supports YAML-to-JSON, JSON-to-YAML, and YAML validation. Handles multi-document YAML, nested structures, anchors, and aliases. Pure computation — no external calls.

URL shortening service with custom aliases, password protection, click limits, and link analytics. Create shortened URLs, track click statistics, and validate URLs.