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Bring your AI to life—talk to assistants instantly in your browser. Compatible with Claude Desktop, OpenCode, and other MCP-enabled AI tools.

Sovereign, encrypted, portable memory for AI agents.

Search a codebase by meaning, then follow the result into definitions, callers, and dependency paths.

Tool names match exactly what each server exposes. Tool-call output passes through unchanged (text or JSON), so you can pipe, redirect, or parse with jq.

A live layered dependency map for bottom-up development — MCP server + terminal pane for Claude Code, Codex CLI and any MCP client.

douyin-mcp 让 AI 同时读懂你的抖音创作数据和视频内容 本地运行 · 音轨文案按需提取 · 数据可追溯 · 面向个人创作者的 MCP Server

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Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

(pronounced arc one [ɑːrk wʌn]) — Enterprise-ready MCP server for SAP ABAP systems. Secure by default, deployable to BTP or on-premise, and hardened with large unit/integration/E2E test coverage.

Battle-tested Odoo knowledge for AI agents, validated against real Odoo v17 instances in CI.

Personal finance, keyboard-first. Available as a or a — both running over the same local data: Plaid sync, CSV import, categorize, tag, search, analyze.

Vibe-code your game development remotely from anywhere! 🌍 이제 집밖에서도 원격으로 바이브코딩으로 게임 개발 가능합니다! 🎮

A secure Windows SSH workspace and MCP server for Codex, Claude Code, Cursor and other AI agents.

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

A Docx document processing service based on the FastMCP library, supporting the creation, editing, and management of Word documents using AI assistants in Cursor.

Spring AI Playground is a cross-platform desktop app for building, testing, validating, and executing MCP tools in a controlled local environment.

- Let AI assistants analyze binaries directly

MCP server for interacting with Apache Superset, enabling AI agents to connect to and control a Superset instance programmatically.

Norman MCP Server Your finances, inside your AI assistant. Norman connects your accounting, invoicing, and VAT filing directly to Claude, Cursor, and any MCP-compatible AI. https://mcp.norman.

Train in Silence The first Task-Aware MCP server for LLM fine-tuning. Stop comparing GPU prices. Start training. 中文

Every scraper starts working. The question is how long before it breaks. Anansi is built on a different assumption: the web is adversarial and unstable, and your scraper should handle that without...

Self-hosted, agent-native web app and MCP server for your Obsidian-style Markdown vault. Browse, search, and edit notes from a fast UI or from AI agents.

Power your chat with B2B data to create lead lists, research companies, personalize your outreach, and more.