"edX" matching MCP servers:

Optimizes REST API calls for AI agents by returning compact schemas instead of full responses, allowing agents to fetch only needed fields via jq masks, reducing token consumption by up to 50x.

Debug and inspection tooling for Roblox projects, exposed as an MCP server so an AI agent can explore the instance tree, read/write properties, call remotes, and run Luau in a Roblox client driven by an executor.

Read-only MCP server for factual queries and side-by-side comparisons of Korean university disclosure indicators using a bundled local snapshot, with no API key or network required.

Enables AI assistants to manage Deriva catalogs and execute ML workflows, including dataset versioning, controlled vocabularies, and feature management.

Enables AI assistants to search agents, triage alerts, review target groups, organizations, and locations, follow scans and tasks, inspect rules and extensions, and—with explicit confirmation—scan or isolate hosts through the Datto EDR API.

Transforms complex Pega Platform interactions into intuitive, conversational experiences by exposing Pega DX APIs through the standardized Model Context Protocol, enabling AI applications to interact with Pega through natural language.

AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimizer, enabling end-to-end ExD setup from CSV to placements via 21 MCP tools.

AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimizer. End-to-end ExD setup from a single chat conversation: CSV → schema fields → offers → collections → eligibility rules → ranking → selection strategy → placements.

Provides AI assistants read-only access to a store's MEO management data from EXBANK, including reviews, Google Maps ranking trends, performance metrics, monthly reports, and survey answers. It lets users query and summarize listing details through natural language without changing anything on Google.

Provides unified development tools including code analysis, debugging, refactoring, documentation, testing, and project automation through multiple LLM providers (KIMI, GLM, OpenRouter). Features agentic audit capabilities with multi-model consensus for finding issues and generating direct fixes.

MCP server suite that lets coding agents generate deep instructional content from external sources and operate classroom-interactive EdTech platforms including Padlet, Google Classroom, Kahoot!, Wayground, Wordwall, and Nearpod.

An MCP server that structures AI reasoning as directed acyclic graphs of semantic thoughts, enabling explicit dependencies, assumption tracking, and cascade invalidation for transparent decision-making.

Enables read-only access to explicitly configured Canvas and Ed courses and content through provider-aware MCP tools, with optional Gradescope tools after explicit opt-in. It keeps credentials as keyring or environment references and avoids network requests for disabled providers.

Enables AI agents to inspect and query Microsoft ESE database files read-only, with tools for listing tables, retrieving records, searching across databases, decoding timestamps, exporting data, and generating forensic reports.

Enables searching, retrieving, and analyzing documents from over 30 Egyptian official, legal, academic, and news sources with MCP tools for timeline building, source comparison, and claim tracing.

Bridges a Roblox executor's DEX explorer with an AI client so the AI can see which instance the user has selected and, conversely, select, highlight, or inspect instances inside DEX on the user's behalf. It also exposes execution, inspection, remote-spy, and GUI tools to drive the live Roblox client over a local WebSocket bridge.

Enables AI agents to query Indonesian stock market (IDX/IHSG) data through typed MCP tools covering quotes, history, financials, earnings, dividends, returns, fundamentals, technicals, screening, news sentiment, and KSEI ownership records. Runs over stdio or streamable HTTP, returning the same stable JSON envelopes as the CLI.

Enables searching and retrieving Humanitarian Data Exchange datasets, locations, and publishing organizations via CKAN, supporting discovery of data on displacement, refugees, food security, conflict, disasters, health, and population.

Enables AI assistants to search EVE Online ships, modules and charges, build and validate fits, compute Pyfa-parity statistics, compare fits, run what-if scenarios, and rank candidate modules, charges and drones via batch optimisation. It is stateless and engine-agnostic, working with any engine implementing the eve-dogma contract over stdio or Streamable HTTP.

Enables AI agents to interact with PostgreSQL databases through MCP, offering index tuning, query plan analysis, schema intelligence, health checks, and safe SQL execution, with support for multiple databases.