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Vetted Servers(9120)
A FastAPI/FastMCP server for vector-based knowledge management, providing document storage, similarity search, and intelligent retrieval capabilities for LLM-powered agents.
A FastAPI/FastMCP server for vector-based knowledge management, providing document storage, similarity search, and intelligent retrieval capabilities for LLM-powered agents.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for embeddings.
- ⚠️Requires Docker and Docker Compose for all services (PostgreSQL, ChromaDB, MinIO, RabbitMQ, Celery).
- ⚠️Manual generation of ADMIN_API_KEY is required for initial setup, as described in GENERATE_ADMIN_API_KEY.md.
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nl-supermarkt-mcp
by Samvox1
This server provides grocery price comparison, shopping list optimization, budget tracking, and meal planning for Dutch supermarkets and drugstores via an MCP API.
This server provides grocery price comparison, shopping list optimization, budget tracking, and meal planning for Dutch supermarkets and drugstores via an MCP API.
Setup Requirements
- ⚠️Requires Docker for an easy setup.
- ⚠️Requires a PostgreSQL database to be running.
- ⚠️Initial data synchronization (prices, promotions, recipes) takes a significant amount of time (approx. 5 minutes or more) during first run.
- ⚠️Reliability depends on external data sources: Checkjebon.nl (prices), Folderz.nl (promotions), and TheMealDB (recipes).
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mcp-remote-server-test
by anjalbhattarai79
This project demonstrates how to create a minimal MCP server using the FastMCP framework, exposing a single greeting tool.
This project demonstrates how to create a minimal MCP server using the FastMCP framework, exposing a single greeting tool.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Requires 'fastmcp' library to be installed via pip.
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sb6657-mcp
by freesrz93
This server acts as a proxy for the sb6657.cn meme API, providing structured access to meme-related data through FastMCP tools.
This server acts as a proxy for the sb6657.cn meme API, providing structured access to meme-related data through FastMCP tools.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Relies on an external API (hguofichp.cn:10086) for data.
- ⚠️Requires `fastmcp` and `httpx` dependencies to be installed.
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obsidian-dictionary-mcp
by SaraHan774
This MCP server enables an AI agent (like Claude) to manage and interact with a technical glossary stored in an Obsidian vault.
This MCP server enables an AI agent (like Claude) to manage and interact with a technical glossary stored in an Obsidian vault.
Setup Requirements
- ⚠️Requires Node.js and npm for building and running.
- ⚠️Manual configuration of Claude Desktop/Code settings is needed to specify the server's executable path.
- ⚠️Integration is specific to the Claude ecosystem (Claude Desktop/Code).
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rustmcp-template
by kennardpeters
This MCP server provides additional context to an MCP client (e.g., an LLM or AI agent) via a `get_example_context` tool.
This MCP server provides additional context to an MCP client (e.g., an LLM or AI agent) via a `get_example_context` tool.
Setup Requirements
- ⚠️Requires Rust toolchain installed to build and run.
- ⚠️Requires compilation using `cargo build --release --bin mcp` before running.
- ⚠️Requires an MCP client (e.g., 'Claude Desktop' as mentioned in the README) for meaningful interaction.
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ward-mcp
by nechhuu
AI-powered code quality analysis, detecting security issues, bugs, code smells, and performance problems.
AI-powered code quality analysis, detecting security issues, bugs, code smells, and performance problems.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires 'semgrep' to be installed manually (e.g., 'pip install semgrep')
- ⚠️LLM-powered features (explain_issue, suggest_fix) are not yet implemented.
- ⚠️Cross-file taint analysis (analyze_cross_file) is not yet implemented.
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opcua-mcp
by rosseboe
This server provides an MCP interface for AI applications to monitor and control industrial processes via OPC UA.
This server provides an MCP interface for AI applications to monitor and control industrial processes via OPC UA.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires an OPC UA server running (e.g., opc.tcp://localhost:4840) for functionality
- ⚠️Requires `uv` for dependency installation or manual dependency management
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mcp-python
by mrozmen7
A Python-based server or library designed to interface with and control a Minecraft instance, likely for scripting automation or game modification.
A Python-based server or library designed to interface with and control a Minecraft instance, likely for scripting automation or game modification.
Setup Requirements
- ⚠️Requires Python (specific version unknown without source code)
- ⚠️Likely requires a running Minecraft instance (e.g., Minecraft Pi or Java Edition server for remote interaction)
- ⚠️Network port availability for server communication.
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vcluster-yaml-mcp
by Piotr1215
Provides AI assistants with tools to query, validate, and extract rules for vCluster YAML configurations directly from GitHub.
Provides AI assistants with tools to query, validate, and extract rules for vCluster YAML configurations directly from GitHub.
Setup Requirements
- ⚠️Requires Node.js >=18 to run locally.
- ⚠️Network access to GitHub API is essential for all operations.
- ⚠️Remote/HTTP server might require API keys (VALID_API_KEYS environment variable) if REQUIRE_AUTH is enabled.
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brreg-mcp-server
by daveHylde
Serve as a Model Context Protocol (MCP) interface for the Norwegian Business Registry (Brreg) API, enabling search and retrieval of company, subunit, organization form, municipality, role, update, and NACE industry code data.
Serve as a Model Context Protocol (MCP) interface for the Norwegian Business Registry (Brreg) API, enabling search and retrieval of company, subunit, organization form, municipality, role, update, and NACE industry code data.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️The 'data/nace-codes-full.json' file must be present relative to the server's execution directory for NACE code functionality.
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onemcp
by gdinesh012
Aggregates various Multiple Control Protocol (MCP) tools, providing a unified interface for semantic search and execution, primarily intended for AI agents or automated workflows.
Aggregates various Multiple Control Protocol (MCP) tools, providing a unified interface for semantic search and execution, primarily intended for AI agents or automated workflows.
Setup Requirements
- ⚠️Requires `go` (GoLang) environment for building from source.
- ⚠️Requires `claude` CLI, `codex` CLI, or `copilot` CLI to be installed and available in your system's `PATH`, depending on the configured `searchProvider`. These CLIs often have their own setup, authentication (e.g., API keys), and potentially network access requirements.
- ⚠️Requires a `.onemcp.json` configuration file (or `ONEMCP_CONFIG` environment variable pointing to one) for defining external MCP servers and search provider settings. This file may contain sensitive commands.