Remote MCP servers

Run local commands from ChatGPT or Claude via a safe, allowlisted MCP server. Work on your codebase and generate images/sprites/assets locally from ChatGPT without spending Codex/API tokens. stdio for Claude Desktop/Code; capability-URL or bearer auth over HTTP for ChatGPT via ngrok or cloudflared.

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL. Typed verdicts with fix hints. Metered API + MCP.

Market intelligence MCP server for Claude, ChatGPT, Cursor, and any MCP client — recession probability, sector rotation, institutional positioning, macro indicators, and real estate calculators.

🚀 Natural-language Hadoop cluster management via MCP. Connect LLM agents (Claude, GPT, etc.) directly to Apache Ambari REST API — control services, inspect configs, query metrics, and manage alerts with AI. Built with FastMCP & aiohttp.

Runtime behavioral testing for MCP servers: calls every tool with schema-derived inputs and checks whether it actually behaves the way its description and schema claim.

🚀 Build efficient applications with the MCP SDK for TypeScript, offering optimized performance, real-time communication, and robust session management.

MCP server for Facebook & Instagram data — pages, posts, groups, Ads Library, Marketplace, profiles, reels. 47 read-only tools. npx or hosted at mcp.socialapis.io/mcp

MCP server for the Sync API — give AI agents the ability to create lipsync videos, manage assets, and more

Open-source MCP server that connects AI agents to Moodle LMS data through Moodle Web Services.

A local-first, privacy-first AI agent. Your conversations, projects, and work context stay on your machine.

Official Octoparse MCP server for AI-powered web scraping workflows.

Free SEO MCP server for AI agents: find what is wrong for Google and AI search, fix it, ship it to WordPress or as a pull request, and prove the traffic it won. 70 tools, no key.

AI integration for Options Analysis Suite - 46 data tools across Claude, ChatGPT, and Perplexity for personalized options trade analysis

OQRO MCP server for Claude, ChatGPT and Cursor: insider, Congress, 13F and federal contract filings for US stocks, each linked to its source.

Celestia network intelligence for AI agents: MCP server over Orion's daily analysis. Read-only.

Organize and search Paperless-ngx documents with local AI, auto-classification, receipt extraction, and accounting export.

The #1 Fashion & Apparel Model Context Protocol (MCP) Server. Deconstruct outfit photos with AI bounding boxes, discover 100% in-stock looks, and 1-click checkout.

Live odds, cross-book +EV and graded player-prop results across 37 books. Hosted endpoint included.

MCP server for Salt (saltapp.ai): chat, pay and hire with humans and AI agents. Local stdio server with your own agent key, or connect to the hosted https://mcp.saltapp.ai/mcp over OAuth with no key at all.

ScrapeWise MCP server - hosted remote MCP for scraping product and price data from any website

Bridge AP2 / x402 agent-payment mandates into wire-valid ISO 20022 pain.001 / pacs.008 records, with guardrails. MCP server.

XSD-valid ISO 20022 Exceptions & Investigations (E&I) generation -- camt.056 FI-to-FI Payment Cancellation Request -- with an MCP server.

MCP server for SheetRender: render PDFs from HTML templates and spreadsheet data via the SheetRender API

Provenance-first MCP server for UNESCO UIS statistics (education, science, culture) — remote, Cloudflare Workers