"An overview of knowledge graphs" matching MCP servers:

Provides a Model Context Protocol server for executing AppleScript and JavaScript for Automation scripts on macOS, featuring a knowledge base of pre-defined scripts and supporting automation of macOS applications and system functions.

Connects MCP clients such as Claude Desktop, Cursor, or VS Code to a running Stochastly desktop app so users can browse node and diagnostic catalogs, check red flags, compose strategy graphs, and run backtests through natural language. Tool calls are licence-gated locally, and without the app installed an info tool explains setup and pricing.

Enables Claude to interact with Jira, Salesforce, and n8n through MCP tools, allowing automated reading of Jira stories, deploying Salesforce metadata, and triggering n8n workflows.

Enables Codex to inspect a native After Effects project, make scoped edits, and render frames for review through a local macOS bridge. It exposes MCP tools that drive a named After Effects worker without requiring an in-app panel or separate chat client.

Enables reading and editing nTop notebook block graphs, running them headlessly through nTop Automate, and measuring the resulting geometry.

An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.

Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.

An implementation of the Model Context Protocol that allows AI models to interact with 360 AI Cloud Drive, providing comprehensive file management capabilities including uploading, downloading, searching, and sharing files.

Enables inspecting, editing, and building QuadSpinner Gaea terrain graphs through MCP, including cloning graphs, adjusting inputs and outputs, setting variables, and running silent builds.

Runs 20 slash-command workflows across Google Calendar, Gmail, Linear, Slack, Granola, Google Docs, GitHub, Stripe, Notion, Google Forms, Sheets and Drive to produce morning briefs, meeting prep, action items assigned to owners and weekly updates. Reads proceed without asking, while anything that creates, sends, changes or deletes is shown for approval first.

Enables architects to control AutoCAD 2021-2026 on macOS and Windows through natural language, allowing drawing and editing of architectural plans, checking compliance with standards, and generating construction documents.

An MCP server that enables AI assistants to control Adobe After Effects through a file-based communication bridge. It supports various operations including project and composition management, layer and keyframe manipulation, rendering, and batch processing.

Enables AI assistants to fully control a Tracecat SOAR platform instance through natural language, managing workflows, actions, cases, secrets, tables, schedules, graphs, and more.

An MCP server that integrates with MoneyForward Cloud Invoice API v3 to automate the creation and management of quotes and invoices. It supports Japanese invoice system compliance, allowing users to handle partners, items, and billing through natural language.

Enables Claude and other MCP clients to query an open Autodesk Revit model through pyRevit 7 — counting doors and rooms, taking off wall, slab and structural quantities, detecting missing parameters, and exporting results to Excel. It runs only a fixed set of pre-written scripts (no arbitrary AI-generated code), with 10 of 11 tools strictly read-only.

Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.

A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.

An MCP server that enables AI agents to interact with Extend's spend management APIs, allowing virtual card management, transaction tracking, and receipt processing through natural language.

An MCP server for ImmyBot IT automation platform, enabling management of computers, deployments, software, and maintenance sessions through ImmyBot's API.

Enables building and managing Cloudgate workflow-APIs, including controllers, actions, workflow graphs, and databases, from any MCP-compatible AI client.