AI & ML

An enterprise-grade Model Context Protocol server for high-performance web analysis that discovers subpages, provides AI-based page summaries, and extracts structured content for RAG using FastMCP and FastAPI.

Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.

A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolchains by federating multiple MCP servers, wrapping REST APIs as MCP tools, and supporting multiple transport methods with an admin dashboard.

Check domain name availability. Supports 500+ TLDs via RDAP, with WHOIS fallback for .de and .cn.

Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.

Deterministic verification gate for agent execution and x402 settlement.

AI agent governance for MCP: PII detection, policy enforcement, compliance, and kill switch.

AI agent marketplace. 27 tools for buying and selling services with atomic escrow.

AI-powered kitchen management — pantry, recipes, meal plans, shopping lists

Verified GPU specs for AI agents. 1600+ GPUs, fuzzy matching, bounty links.

Search, analyze, and trade Kalshi prediction markets through Claude Desktop

Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP

Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

AI credit card advisor - search cards, compare portfolios, and optimize rewards

A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.

Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.

MCP server for Instagit — AI-powered Git repository analysis for coding agents

13 pay-per-call endpoints: market data, AI tools, crypto analytics. USDC on Base.

MCP server for Drosophila neuroscience data from VirtualFlyBrain

A local MCP gateway that compresses multiple upstream servers into two tools, search and execute, to minimize model context usage. It provides a compact, code-driven interface for discovering and calling tools across various upstream sources on demand.

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

Give AI agents access to 100+ LLMs. Call any model, compare outputs.

A self-hosted remote MCP server that provides reusable prompts and development conventions across various AI tools. It features a modular architecture for organizing and namespacing custom prompts to streamline AI-assisted coding workflows.

Enables AI assistants to interact with Google NotebookLM to manage notebooks, sources, and conversations via the Model Context Protocol. It allows for querying sources using NotebookLM's AI and automatically saving responses as notes.

Exposes Kunobi's application data and store querying capabilities to AI assistants by bridging stdio to Kunobi's local HTTP MCP endpoint. It features dynamic tool discovery and automatic reconnection to ensure tools like query_store and app_info are always available when Kunobi is running.

Connects AI agents to Iridium fitness data to query workout history, nutrition logs, and body measurements. It enables users to track exercise progress, training volume, and personalized trainer analysis through natural language.

Enables AI assistants to interact directly with Roblox Studio to explore project hierarchies, edit scripts, and perform bulk object manipulations through over 37 specialized tools. This enhanced fork features long polling for near-instant responses and improved support for script editing and attribute management.

Exposes tools from the Ecuro Light API for managing clinical appointments, patient records, and clinic availability. It enables users to perform healthcare management tasks such as scheduling, patient search, and report generation through MCP-compatible clients.

Connects AI assistants to Logseq knowledge graphs to read, write, and search pages, blocks, and journals via the Model Context Protocol. It features 17 tools for full graph management, including CRUD operations, batch block insertion, and full-text search.