Data & Search

Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

MCP server for the SnowSyncMD Snowflake Native App — exposes schema docs, structured object search, column inspection, real-time annotations, safe read-only SQL queries, and per-user query permission management as Claude tools

Your Mac screenshots folder is a disaster. This fixes it — with vision, embeddings, and semantic search.

MCP server exposing the full SnapMind RAG backend capabilities as tools and resources

Semantic Memory Operating System — persistent memory MCP server for Claude Code

Context-aware web fetching MCP server that respects token limits

Turn any Python codebase into a production-grade MCP server with zero friction.

MCP server for brutal, evidence-based screenplay analysis via retrieval over a reference database of real scripts.

A Zettelkasten knowledge management system as an MCP server

Semantic, on-demand skill retrieval for Claude Code — replaces the native skill-listing token tax with a vector retriever over full skill descriptions.

Lightweight MCP Server for RAG-based skill retrieval

Self-steering skill management MCP with RAG-based prediction matching

Knowledge graph + vector search for AI agent skill discovery

Skill lifecycle intelligence MCP — semantic matching, feedback loop, gap detection, scout

Weather forecast MCP server with an interactive card UI (MCP Apps / SEP-1865)

MCP server for intelligent web content extraction using single-file and trafilatura

Contract-driven service virtualization and synthetic test-data control plane exposed through REST and MCP.

The simplest MCP server for interacting with Telegram

Simple Snowflake MCP Server to work behind a corporate proxy