MCP Server Directory

Meltema Weather com.meltema/weather

Multi-model weather forecasts: point series, model scoreboard, and gridded fields. No auth.

Forge orchestrator MCP server for Claude Code (alpha). Codex/Gemini runners are not in the alpha.

Model Context Protocol server for Parseable. Lets LLMs discover and query Parseable.

authenticated-llm-traced-agent ai.getvda/authenticated-llm-traced-agent

Authenticated LLM Traced Agent

Connect Claude to a self-hosted Total CMS site: search content, read docs, manage with an API key.

Your Garmin golf data in Claude: GPS shots, strokes gained, club distances, health context

Convert a web page URL to clean Markdown for LLM context. Local, no external API calls.

The Aggregate — LLM benchmark aggregate ai.theaggregate/the-aggregate

LLM rankings from public benchmarks, model comparisons and source-linked results. Updated daily.

The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol

Read-only OpenIM search for institutional buy-side investment models and architecture.

MCP server for vertical datum conversions using coastalmodeling-vdatum

Deterministic security scanning, no model or API key, plus offline-verifiable proof a fix worked.

Kirk — Unsupervised Structural Change Detection io.github.UlyssesModel/kirk-mcp

The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.

My Hot Lunchbox school lunch ordering for Claude — calendar, cart, orders, payments

Generate and evaluate academic diagrams and plots with independent model connections.

One private, local memory your AI tools share. Cross-model, on-device, never lose a session.

Losbeto — Market Data for AI Agents io.github.rmartins1451/losbeto

Cross-asset market data, LLM gateway and ML forecasts for AI agents. USDC via x402 + MPP.

Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

Research Hadith, authenticity, grading, Takhrij and Sharh [commentaries] in Claude Desktop for free.

Bay Run io.github.barneywohl/bay-run

Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.

SWATGenX io.github.SWATGenX/swatgenx

SWAT+ watershed models for any river in the lower 48 states, with groundwater and PFAS data

Lodekeep com.lodekeep/memory

Memory MCP server for Claude Code. Correct a fact and the old version stops being recalled.

constants io.github.constants-ai/constants

One workspace of tools for Claude and ChatGPT: connect 600+ apps, generate media, build tools.

scrapecheck io.github.FieldmodeLLC/scrapecheck

Verify before your agent acts on data it paid for. Signed verdicts, checkable offline, via x402.