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MCP server exposing the Sovereign AI Blog (sovgrid.org), 44+ articles on self-hosted AI for NVIDIA DGX Spark. Three tools: search_blog, get_article, diagnose_sglang.

Provides a persistent, vendor-neutral memory layer that allows AI tools and agents to share context and knowledge across different platforms while maintaining local data ownership. It enables users to store, recall, and manage structured memories through hybrid semantic search and automated context assembly.

Space Frontiers Search MCP

全面解析Space Frontiers SearchMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Space Frontiers Search能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents, and extract text from images or PDFs wi…

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Enables AI models to invoke SpinQ's quantum computing hardware resources by creating and submitting quantum circuits (QASM) to the SpinQ cloud platform for execution and results retrieval.

# Splid MCP Server A Model Context Protocol (MCP) server that exposes Splid (splid.app) via tools, powered by the reverse‑engineered `splid-js` client. - Language/Runtime: Node.js (ESM) + TypeScript - Transport: Streamable HTTP (and stdio for local inspector) - License: MIT ## Quick start 1) Install ```bash npm install ``` 2) Configure env Create a `.env` in project root: ``` CODE=YOUR_SPLID_INVITE_CODE PORT=8000 ``` 3) Build and run ```bash npm run build npm run dev ``` 4) Inspect locally ```bash npm run inspect ``` Then connect to `http://localhost:8000/mcp` using "Streamable HTTP". ## Tools All tools support an optional group selector to override the default from `CODE`: - `groupId?: string` - `groupCode?: string` (invite code) - `groupName?: string` (reserved; not yet supported) If none provided, the server uses the default group from `CODE`. ### health - Purpose: connectivity check - Output: `{ ok: true }` ### whoami - Purpose: show the currently selected group and its members - Input: none - Output: JSON containing group info and members ### createExpense - Purpose: create a new expense entry - Input: - `title: string` - `amount: number > 0` - `currencyCode?: string` (defaults to the group default when omitted) - `payers: { userId?: string; name?: string; amount: number > 0 }[]` (at least 1) - `profiteers: { userId?: string; name?: string; share: number in (0,1] }[]` (at least 1) - Optional group selector fields - Rules: - Names are case‑insensitive and resolved to member GlobalId; unknown names return a clear error. - The sum of all `share` values must equal 1 (±1e‑6). - Example (names): ```json { "title": "Dinner", "amount": 12.5, "payers": [{ "name": "Alice", "amount": 12.5 }], "profiteers": [{ "name": "Bob", "share": 0.6 }, { "name": "Alice", "share": 0.4 }] } ``` - Example (userIds): ```json { "title": "Dinner", "amount": 12.5, "payers": [{ "userId": "<GlobalId>", "amount": 12.5 }], "profiteers": [{ "userId": "<GlobalId>", "share": 1 }] } ``` ### listEntries - Purpose: list recent entries in a group - Input: - `limit?: number` (1..100, default 20) - Optional group selector fields - Output: array of entries ### getGroupSummary - Purpose: show balances/summary for a group - Input: - Optional group selector fields - Output: summary object (balances computed via Splid) ### Streamable HTTP - URL: `http://localhost:8000/mcp` - No auth headers required; use MCP Inspector to test. ## Troubleshooting - "Bad Request: Server not initialized": refresh and reconnect; first POST must be `initialize`. - 400 with share errors: ensure shares are in (0,1] and sum to 1. - Unknown name: check exact member names in `whoami` output. ## Configuration - Env variables: - `CODE`: Splid invite/join code for the default group - `PORT` (optional): default 8000 ## Acknowledgements - Splid JS client: https://github.com/LinusBolls/splid-js - MCP Server template / docs: https://github.com/InteractionCo/mcp-server-template ## License MIT

全面解析Spm Dependencies MCPMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Spm Dependencies MCP能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

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Spotify-Agent

Create an MCP Server to interact with Spotify, LastFM and the internet to collate music data and make recommendations.

Spotify MCP B1011d88

MCP Server to control Spotify

Enables Claude to interact with Spotify by searching songs, creating playlists, getting recommendations, and managing your music through your Spotify account.

Enables comprehensive Spotify integration through natural language commands, supporting playback control, music search, playlist management, and device control. Available in both Python and cloud-deployable JavaScript implementations.

Connects Claude to Spotify for music discovery, playlist creation, and collection analysis through natural language. Enables searching songs, analyzing music diversity, creating playlists, and getting recommendations using Spotify's API.

Springai Reactjs MCP Poc

Spring ai and Reactjs Based Proof of Concept of a Server Hosted MCP Client + MCP Server solution available for natural language interaction

Spring Boot AI

🍀 🤖 Spring Boot AI - Evaluation Testing

SQL Server Natural Lang

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

Enables secure management of Squads multisig accounts on the Solana blockchain, allowing LLMs to create proposals, vote, and manage assets. It features built-in security auditing and local private key storage to ensure safe interaction with multisig configurations.

The Stack Overflow Model Context Protocol (MCP) enables AI tools and agents to access trusted developer knowledge from Stack Overflow. It standardizes how knowledge is exposed, discovered, and retrieved for use in agent workflows and developer environments.

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Provides comprehensive startup consulting services including commercial area analysis, competitor research, policy funding recommendations, startup checklists, and business trends using Kakao Map API and public data.

Enables users to query the Star Wars universe through the SWAPI (Star Wars API) directly in Claude Desktop. Supports searching for characters, planets, and films, as well as retrieving detailed information about the Star Wars saga.

Star Wars Planet Data (Couchbase) MCP服务

全面解析Star Wars Planet Data (Couchbase)MCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Star Wars Planet Data (Couchbase)能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

安装状态

已补齐