AI & ML

A versatile MCP bridge that connects any OpenAI-compatible API to the Model Context Protocol, providing comprehensive tools for benchmarking, evaluating consistency, and monitoring performance metrics like performance vs quality.

A comprehensive MCP server for interacting with USCardForum, providing deep integration with Discourse-based community data including discovery, reading, user research, and authenticated actions.

Search FDA safety data: drug adverse events, recalls, and device events.

12 x402-payable API tools for AI agents. Pay per call with USDC on Base.

Search 150M+ academic works, journals, and funders via Crossref API.

An MCP server that enables AI agents to interact with Nastran FEA models by reading, writing, and analyzing BDF and OP2 files. It provides tools for mesh quality assessment, geometric analysis, and automated report generation for structural engineering workflows.

MCP server for ng-annotate-mcp — exposes Angular browser annotations as MCP tools for AI agents

A production-ready Python MCP server providing tools for fetching live weather data, querying local SQLite databases, reading files, summarizing webpages, and performing safe mathematical calculations. It enables MCP-compatible LLM clients to execute these tasks autonomously as part of agentic workflows.

A universal server that enables MCP-compatible clients (like Claude Desktop, Cursor, VS Code) to access OpenAI's APIs for chat completions, image generation, embeddings, and model listing through a standardized interface.

A specialized MCP server for the Hyperliquid EVM network that allows AI agents to perform DeFi operations like lending, borrowing, and swapping tokens via HyperLend and Kittenswap.

MCP Server for public disclosure information of Korean companies, powered by the dartpoint.ai API.

A machine learning-powered MCP server that predicts video game review scores on a 0-100 scale using Random Forest regression trained on Steam, SteamSpy, and RAWG data.

A comprehensive Model Context Protocol server that provides AI assistants with 158 tools for interacting with the Osmosis blockchain, covering everything from basic queries to direct transaction execution.

Vector embeddings, CloudFormation generation, and OAuth validation for AI workflows

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

AI-powered organization for Google Photos and Drive - auto-organize, find duplicates, create albums

Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)

A lightweight MCP server providing comprehensive date, time, and day-of-week information. It supports relative time calculations, timezone conversions, and detailed calendar metadata like week numbers and quarters.

Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller responses)

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Enables network management through Cisco Catalyst Center, providing tools for monitoring device health, tracking client data, and managing network issues. It also supports compliance and lifecycle management by retrieving EoX summaries and detailed security advisory status.

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

Enables users to search, check availability, and book restaurant reservations across Resy and OpenTable platforms. It supports direct booking for Resy and includes an automated reservation 'sniper' for securing high-demand slots the moment they become available.

Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discovery across domains.

Enables interaction with the DROYD AI trading agent API for cryptocurrency research, project discovery, and market screening. Users can manage watchlists, chat with AI agents, and execute trades directly through MCP-compatible clients.

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

Enables secure interaction with Notion through a suite of tools for searching, reading, and modifying pages and databases. It features OAuth 2.1 authentication with PKCE and encrypted token storage to provide an enterprise-ready interface for MCP clients.

Push notifications for AI developers via MCP - Get notifications from Claude Desktop, Claude Code, Cursor, and Windsurf on your mobile device

MCP Server for Raindrop.io

MCP server for Claude Code - Knowledge graph-based context storage with 74x faster reads