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Free remote MCP server: transcribe, read and download public Reels, TikToks and YouTube videos, plus sourced creator data. https://shortformkit.com/mcp
An MCP server that gives an LLM agent real geospatial computation as tools, so that spatial claims in an answer are computed from a named source rather than recalled from the model's parameters.
MCP server for research-paper RAG: hybrid search (pgvector + Postgres full-text, RRF) tuned on a labeled eval (0.841 MRR), page-cited answers in Claude, bearer-token auth, Docker, 59 tests in CI.
AI-powered MCP integration for a Python-based Selenium and Pytest automation framework, enabling test execution, result retrieval, screenshot capture, and failure evidence collection for OWASP Juice...
MCP server exposing the Android Debug Bridge (adb) as tools, resources and prompts for AI assistants
Market data MCP for AI agents: prices, fundamentals, SEC filings, insider, 13F and congress trades, options flow, credit, macro, private markets.
See what your local AI agents can reach. Local MCP configuration scanner with exposure paths, root-cause fixes, and verification.
Sandbox + File Tools
MCP-сервер для «Ленты»: поиск товаров, цены, скидки и наличие в ближайших магазинах
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.
MCP server to read and send Viber Desktop messages; Windows backend runs in the background (no cursor/focus/clipboard use)
An MCP (Model Context Protocol) server designed to manage, orchestrate, and run Antigravity (agy.exe) coding agent tasks in the background on Windows.
Host apps on blitz.cloud from Claude, ChatGPT, Cursor or VS Code: setup, examples and reference for the blitz.cloud MCP server.
Make music in Ableton Live by talking to Claude: write, produce, remix, mix and perform in the project you have open. An MCP server and Mac app that run on your machine.
This repository contains sample applications demonstrating the use of Model Context Protocol (MCP) with various integration patterns.
Private semantic search over your own files, for you and your AI agents. Rust core, Python CLI, MCP server.
CLI and MCP server for Beakr's knowledge base
Give it one natural-language goal. TypeSafe's Jev picks the next operation and the target element in a single request. A small LLM writes text only when the operation is TYPE_TEXT.
Build an interactive timeline from your own materials — never from invented content. An MCP connector for Claude Desktop.
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.
MisarSEO MCP server — keyword research, rank tracking, site audits, Search Console, backlinks and AI search visibility from any MCP client.
Multi-Agent AI Trading Floor Simulation using Model Context Protocol (MCP)
选 MCP server · 用中文决策 · 数据 24h 同步自 GitHub
A small Model Context Protocol server, written in Python, that gives Claude twelve tools for working with a project folder: listing, searching, reading, editing and analyzing files, generating...