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实用科研skills和mcp合集

Remote MCP servers from the official registry that work without an API key. All 17,000+ endpoints re-tested every week (initialize + tools/list). CSV and JSON.

Read Housecall Pro estimates from the customer link your contractor sent you — MCP server + curl skill. Talks to app.housecallpro.com directly over HTTPS; no browser extension required.

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

One-command Docker stack for AWS Bedrock: LiteLLM gateway, Open WebUI, shared S3 + MCP for Claude Code, per-key budgets and cost transparency with option OpenRouter integration

A repository with specific Awels' MCP servers

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.

Shared memory for teams of AI agents: tasks, decisions and docs your agents read and write over MCP. Self-hosted, one docker compose up.

Agent engine of Bismarck: a Go port of pi (earendil-works/pi) — unified LLM API, agent loop, coding tools, MCP, codemode and tool_search — embedded as a library, no Node.js runtime.

zoomfort MCP server: an inbox for AI agents

An MCP for refactoring

This repository is for Model Context Protocol Servers for AI Agents

Model Context Protocol (MCP) server for three way matching: supplier invoice matching against purchase orders and accepted receipts by SKU.

Qovia MCP server and API: public data from 20+ platforms, including Douyin, Xiaohongshu (RedNote), Weibo, Bilibili, Zhihu, TikTok, YouTube, X and Reddit, as structured JSON.

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

This business MCP server requires OAuth authentication on Cloudflare Workers. It implements the MCP 2026-07-28 specification while remaining compatible with legacy clients for ordinary tool calls.

MGT 409 HW5: Campus Customs multi-agent operations (MCP server, PydanticAI agents on gpt-6-luna, FastAPI, React board)

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

npm audit, but for your agent's tool supply chain — MCP server provenance scanner by Ingenious AI

Semantic risk & verification MCP for Web3 agents: one read-only endpoint for on-chain settlement checks, fee oracles and node truth. BTC/ETH/XMR/ZEC live, SOL/Base/Tron provisioning.

Self-hosted control plane for teams running coding agents (Claude Code, Codex, Gemini CLI): task board, runs on your own machines or gVisor sandboxes, shared memory over MCP, plan mode, review and...

Evidence-backed GitHub PR review through MCP: recover past decisions, flag regressions, and draft cited reviews.

Free online AI image combiner: merge two or more photos into one natural, photorealistic scene.

AazDoh - Win This Day Keep the promises you make to yourself. Anti-rationalization accountability engine with real-time telemetry, autonomous CLI agent, and native MCP tools for AI IDEs.