MCP Servers

ADCIRC model configuration debugging, parameter lookup, and validation

USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov

GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA

Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.

AI agent wallets, Proof of Conduct reputation, and concentration decay on L1

Secure filesystem access for AI agents with configurable directory and file type restrictions

Real-time crypto volume anomaly detection across 50+ tokens for whale signals

WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI

Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes

GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations

Non-custodial x402 payments for AI agents. Sign locally, spend limits, Base network.

Real-time crypto intelligence: technical analysis, sentiment, and funding rates

Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.

MCP server for tabla learning: glossary, taals, composition, practice coaching, certification prep.

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

Serve .agent/ project context, references, and collaborations to MCP-compatible IDEs.

Local MCP server for reliable long-running AI coding workflows.

AI agent relay — message business agents across company boundaries via A2A protocol

Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls.

AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 tools.

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

MCP server wrapping the Taskwarrior CLI for structured, project-scoped task management.

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.