MCP 服务器目录

Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.

15 paid AI agent primitives via x402 (USDC on Base). Pay-per-call MCP server.

Non-custodial stablecoin bill-pay rails on Celo & Base for AI agents, settled on-chain via MCP.

Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.

Disposable Algorand wallet for AI agents. Pay x402 resources in USDC, no human provisioning.

ArXiv MCP server implementation using Model Context Protocol

ChronoLog MCP server implementation using Model Context Protocol

Compression MCP server implementation using Model Context Protocol

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

Lmod MCP - Environment Module Management for LLMs with comprehensive module operations

Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with...

Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations

Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis

Operator-owned scientific dataset discovery for remote agents

Structured Spack discovery and installation tools for scientific agents

Safety checks an agent runs before it acts: package malware, destructive command, secret leak.

Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).

Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

Memory, docs, and repo context layer for engineering agents.

Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

Local-first governed MCP memory backend for coding agents.

Read-only Hyperliquid data for AI agents: fills, candles, funding, liquidations, wallet analytics.

Write secrets into .env without the agent ever seeing the value - Windows masked dialog (繁中 UI)

Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.