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Multi-Agent AI Trading Floor Simulation using Model Context Protocol (MCP)

Leadbay MCP

Know what runs before you trust a repo. Offline GitHub Action + CLI auditing npm, VS Code, devcontainers, Cursor, Claude hooks and MCP launch commands.

Open-source email platform: Resend-compatible email API, SMTP relay, broadcasts and business email on your own domain, with an MCP server for AI agents. Self-host on Amazon SES or use MepMail Cloud.

Live job-market data for AI agents and no-code tools: jobs from 1,300+ career pages, salaries, hiring trends (Python, JS, n8n, Sheets, MCP)

基于原生 OpenSSH 的生产级 Model Context Protocol (MCP) 服务。支持双模执行、持久 PTY 终端、POSIX SFTP 套件与安全守卫。

MCP Server

Read-only MCP server for John Deere Operations Center: fields, field operations, equipment and more, for Claude and other AI apps

Enterprise Knowledge & Action Agent Platform – single project proving RAG, MCP, Planning, Evals, and Approval Gate

(free, no key; works in Claude Desktop, Cursor, Cline, VS Code and any client that supports remote Streamable HTTP):

Terminal kanban board with TUI, shell widget and MCP server for AI agents

A repository with specific Awels' MCP servers

What needs my attention across all my open PRs? Ranked PR triage for contributors: changes requested, unresolved review threads, real failing checks, conflicts, reviewer silence. CLI plus MCP server.

MCP server for phylogenetic inference over IQ-TREE 3 (through piqtree) — never returns a topology without its bootstrap support

Extract a repo's hidden contribution gates (assignment first, claim first, DCO, vouch) from its docs into a machine-readable contribution-gates.json. CLI plus MCP server.

Evidence-gated threat intelligence research and detection workflow MCP server for Claude

(free, no key; works in Claude Desktop, Cursor, Cline, VS Code and any client that supports remote Streamable HTTP):

Agent-first brand brain: governed brand context, content workflow and MCP server. AGPL-3.0.

Private semantic search over your own files, for you and your AI agents. Rust core, Python CLI, MCP server.

Deploys Llama 3.2-3B on vLLM with Llama Stack and MCP servers in OpenShift AI.

MCP server exposing PlantCV as a measurement instrument — plant traits plus the segmentation overlay they were measured from

Free remote MCP server: transcribe, read and download public Reels, TikToks and YouTube videos, plus sourced creator data. https://shortformkit.com/mcp

Run Pluswithai's AI-written Playwright tests from CI and the terminal, and connect AI agents over MCP. Zero dependencies.

Read your own Microsoft 365 from an AI assistant — Outlook mail and calendar, OneDrive, SharePoint, Teams chat, To Do, Planner — over MCP, through Microsoft Graph with delegated permissions.