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Vetted Servers(8554)
Multi_MCP_AI_Agent
by krishnab0841
The Multi-MCP Intelligent Assistant enables natural language interaction with GitHub, Perplexity, Calendar, and Gmail by integrating multiple Model Context Protocol (MCP) servers.
The Multi-MCP Intelligent Assistant enables natural language interaction with GitHub, Perplexity, Calendar, and Gmail by integrating multiple Model Context Protocol (MCP) servers.
Setup Requirements
- ⚠️Requires API keys/credentials for integrated services (GitHub, Perplexity, Calendar, Gmail).
- ⚠️Requires an API key for the underlying Large Language Model (LLM) (e.g., OpenAI, Anthropic, or other MCP-compatible LLMs), which may incur costs.
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honeycomb
by betterhyq
A service configuration management platform based on Model Context Protocol (MCP), providing visual MCP service configuration and management.
A service configuration management platform based on Model Context Protocol (MCP), providing visual MCP service configuration and management.
Setup Requirements
- ⚠️Requires Node.js >= 24.11.1 (or specific version from .nvmrc).
- ⚠️Requires pnpm >= 10.25.0 (or specific version from package.json).
- ⚠️Mandatory database initialization step: 'pnpm init-db' before first run.
- ⚠️The Docker setup uses an internal JD.com pnpm registry (`http://registry.m.jd.com/`), which might not be accessible externally. Users might need to configure pnpm to use a public registry.
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mcp-scaffold
by arvindand
A Maven plugin that generates Spring AI Model Context Protocol (MCP) tools from Spring Data JPA repositories and Spring services, enabling AI assistants to interact with the application's data layer.
A Maven plugin that generates Spring AI Model Context Protocol (MCP) tools from Spring Data JPA repositories and Spring services, enabling AI assistants to interact with the application's data layer.
Setup Requirements
- ⚠️Requires Java 21+ for compilation and runtime.
- ⚠️Maven 3.9+ is required, Gradle projects are not currently supported.
- ⚠️The target application must be a Spring Data JPA application.
- ⚠️Requires adding `mcp-annotations` and `spring-ai-starter-mcp-server-webmvc` dependencies to the project's `pom.xml`.
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mcp-remote-server-cloudflare
by fancier21
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers to expose simple calculator and random number generation tools without requiring authentication.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers to expose simple calculator and random number generation tools without requiring authentication.
Setup Requirements
- ⚠️Requires Node.js and npm to install dependencies and the Cloudflare Wrangler CLI for deployment and local development.
- ⚠️Connecting to local MCP clients (e.g., Claude Desktop) requires an additional 'mcp-remote' proxy.
- ⚠️The 'authless' nature means that if sensitive tools were added, external authentication/authorization would need to be implemented separately.
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Mcp-server
by dvy246
A Streamlit and CLI-based chat interface leveraging the Model Context Protocol (MCP) to connect Google's Gemini LLM with various tools and servers for tool-augmented conversational AI.
A Streamlit and CLI-based chat interface leveraging the Model Context Protocol (MCP) to connect Google's Gemini LLM with various tools and servers for tool-augmented conversational AI.
Setup Requirements
- ⚠️Requires Google Gemini API Key (Paid)
- ⚠️Python 3.10+ required
- ⚠️Requires `uv` to run the default local math server configuration
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nettune
by infanputra
Nettune provides a client-side wrapper that downloads and runs a Go-based server in MCP stdio mode, enabling AI-assisted network diagnostics and TCP optimization for improved connection speeds and stability.
Nettune provides a client-side wrapper that downloads and runs a Go-based server in MCP stdio mode, enabling AI-assisted network diagnostics and TCP optimization for improved connection speeds and stability.
Setup Requirements
- ⚠️The `nettune server` component requires root privileges (`sudo`) to operate, as it makes system-level modifications.
- ⚠️An API key is required for client-server authentication. It is passed via command-line arguments, and users are warned to secure their shell history.
- ⚠️The core server functionality for network optimization (sysctl, qdisc, systemd management) is Linux-specific, even though the client wrapper supports macOS/Windows.
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MCP-Server-Client
by imvickykumar999
Demonstrates a basic FastMCP server and client for exchanging model context, including tools, resources, and prompts, primarily for AI integration.
Demonstrates a basic FastMCP server and client for exchanging model context, including tools, resources, and prompts, primarily for AI integration.
Setup Requirements
- ⚠️Requires Python 3.8+.
- ⚠️Requires `fastmcp` and `requests` Python libraries (install with `pip install fastmcp requests`).
- ⚠️The FastMCP server must be running before the client can connect.
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memory-mcp-server
by stilllovee
Provides a Model Context Protocol (MCP) server for AI Agents to save and retrieve conversational summaries, enhancing cross-session context.
Provides a Model Context Protocol (MCP) server for AI Agents to save and retrieve conversational summaries, enhancing cross-session context.
Setup Requirements
- ⚠️Requires a Node.js runtime environment (version >=18 recommended due to SDK dependencies).
- ⚠️The SQLite database file ('summaries.db') is created in the current working directory where the server is launched, which might require managing persistence if the server's working directory changes.
- ⚠️The HTTP server endpoint lacks user authentication/authorization, making it unsuitable for secure multi-user or public-facing deployments without an external security layer.
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mcp-server-collection
by hkhkkh
Provides Model Context Protocol (MCP) servers for real-time weather data retrieval and Stable Diffusion-based AI image generation and management.
Provides Model Context Protocol (MCP) servers for real-time weather data retrieval and Stable Diffusion-based AI image generation and management.
Setup Requirements
- ⚠️Requires local Stable Diffusion WebUI installed and running, accessible via API.
- ⚠️Requires manual configuration of SD WebUI API URL and launcher path in `sd_mcp_server.py`.
- ⚠️SD WebUI must be launched with the `--api` command-line argument.
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jigsaw-mcp
by phuhduong
Provides a barebones Model Context Protocol server for Dedalus deployments, featuring a single greeting tool.
Provides a barebones Model Context Protocol server for Dedalus deployments, featuring a single greeting tool.
Setup Requirements
- ⚠️Requires Node.js (v18+ recommended based on `package-lock.json` engine requirements).
- ⚠️Requires `npm install` and `npm run build` to compile TypeScript source code before running.
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docx-mcp-service
by hyperion14
Generates BHK-formatted Word documents from Markdown text, optimized for integration with Mistral Chat via the Model Context Protocol (MCP).
Generates BHK-formatted Word documents from Markdown text, optimized for integration with Mistral Chat via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Docker and Docker Compose are essential prerequisites for running this service.
- ⚠️Nginx is required for production deployment to handle reverse proxying, SSL/TLS termination, and correct routing for SSE transport and file downloads.
- ⚠️The `DOCKER_API_KEY` and `PUBLIC_URL` environment variables must be configured in the `.env` file; a default API key will be used if `DOCKER_API_KEY` is not set, posing a security risk.
- ⚠️The `templates/bhk-base.docx` file must be present in the `templates/` directory for BHK formatting to function correctly.
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mcp-yfinance-server
by AndreChuabio
A comprehensive financial analysis suite providing real-time sentiment analysis, stock data, and paper trading functionality, designed for integration with Model Context Protocol (MCP) clients like Claude Desktop.
A comprehensive financial analysis suite providing real-time sentiment analysis, stock data, and paper trading functionality, designed for integration with Model Context Protocol (MCP) clients like Claude Desktop.
Setup Requirements
- ⚠️Requires multiple API keys from various external services (Google Gemini, Alpha Vantage, NewsAPI, Reddit, Financial Modeling Prep, Paper Invest), many of which have strict free-tier rate limits.
- ⚠️Requires a running MongoDB instance and its connection URI configured, adding a significant infrastructure prerequisite.
- ⚠️The sentiment analysis component uses Google Gemini AI, which can incur significant token costs, especially with batch processing or frequent queries.
- ⚠️Dual server architecture: Node.js for sentiment analysis (npm start) and Python for MCP tools/Paper Trading (python mcp_yfinance_server.py), requiring setup for both environments.