Data & Search

A Model Context Protocol server for database schema information

Spatial bidirectional persistent memory MCP server for LLMs - vector-based semantic memory as a navigable landscape

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

Space weather & geomagnetic conditions (NOAA SWPC, NASA DONKI, USGS, Kyoto) via MCP.

Probe an MCP server for input it should refuse. Connects as a client, inventories the tools, and reports what was accepted.

A Model Context Protocol (MCP) server for semantic search and Retrieval-Augmented Generation (RAG) over local codebases and documents.

Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan-out, failure policies

MCP server for Obsidian vaults with vector search

RAG-powered MCP server for Solana runtime and SIMDs

High-performance, local FastEmbed vector MCP server for SolidJS documentation

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