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Vetted Servers(9120)
test-remote-mcp-server
by mayank-vikki
This server provides an API for managing personal expenses, allowing users to add, list, and summarize financial transactions.
This server provides an API for managing personal expenses, allowing users to add, list, and summarize financial transactions.
Setup Requirements
- ⚠️Database data is ephemeral as it's stored in a temporary directory and will be lost on system restarts or temporary file cleanup.
- ⚠️Requires Python 3.11 or higher.
- ⚠️Dependencies `aiosqlite` and `fastmcp` must be installed.
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Hero-Ui-MCP-Assistant
by slomo-b
Provides comprehensive Hero UI documentation and design principles to AI assistants via the Model Context Protocol (MCP), enabling them to answer development-related queries.
Provides comprehensive Hero UI documentation and design principles to AI assistants via the Model Context Protocol (MCP), enabling them to answer development-related queries.
Setup Requirements
- ⚠️Requires Python 3.8 or higher.
- ⚠️Requires `pip install fastapi uvicorn pydantic`.
- ⚠️The `cwd` path in Claude Desktop/Cline integration configurations must be manually adjusted to the local repository path.
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mcp-server
by sentice
An MCP server providing a tool to retrieve user balance data from an external backend service, intended for use by LLMs or other agents that can consume MCP tools.
An MCP server providing a tool to retrieve user balance data from an external backend service, intended for use by LLMs or other agents that can consume MCP tools.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for the intended setup.
- ⚠️An external 'food2' Docker network is expected to exist (or configuration adjustment needed).
- ⚠️Requires a '.env' file with 'BACKEND_URL' pointing to the Adonis backend service.
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demo_mcp_learn
by EfeSenerr
A multi-agent demonstration integrating the Model Context Protocol (MCP) with the Microsoft Agent Framework to create collaborative AI agents.
A multi-agent demonstration integrating the Model Context Protocol (MCP) with the Microsoft Agent Framework to create collaborative AI agents.
Setup Requirements
- ⚠️Requires Python 3.10+ (pyproject.toml specifies >=3.10).
- ⚠️Requires a GitHub Personal Access Token (`GITHUB_TOKEN`) for the GitHub Models API, which may incur costs or require specific GitHub account access.
- ⚠️Requires a 'The One API' Key (`ONE_API_KEY`), which is an external API for LOTR quotes.
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Testing_MCP_Servers
by SEMGOODD
Facilitates an AI agent to access internal project data and fetch external website content through a standardized tool-calling interface (MCP).
Facilitates an AI agent to access internal project data and fetch external website content through a standardized tool-calling interface (MCP).
Setup Requirements
- ⚠️Requires Ollama to be running locally with the 'llama3.2:latest' model downloaded.
- ⚠️Requires Python 3.12 or newer.
- ⚠️The 'server.py' file must be present in the same directory as 'client.py'.
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gilhari_autoincrement_example
by SoftwareTree
Demonstrates how to configure Gilhari ORM to use database-generated primary keys (autoincrement IDs) for JSON objects in a RESTful microservice.
Demonstrates how to configure Gilhari ORM to use database-generated primary keys (autoincrement IDs) for JSON objects in a RESTful microservice.
Setup Requirements
- ⚠️Docker is required to build and run the microservice.
- ⚠️JDK 1.8+ is required for compiling container domain model classes if modifications are made.
- ⚠️The Gilhari SDK is required for development and customization.
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self-mcp
by Taiinguyenn139
Develops and hosts custom MCP (Model Context Protocol) tool servers for integration with LLMs like Claude, providing real-time information or capabilities.
Develops and hosts custom MCP (Model Context Protocol) tool servers for integration with LLMs like Claude, providing real-time information or capabilities.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires Anthropic API Key (Paid) for the client application to interact with Claude
- ⚠️Requires dependency installation (e.g., `uv sync` or `pip install -r requirements.txt`)
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nestr-mcp
by nestr-dev
Connects AI assistants to Nestr workspaces, enabling them to manage tasks, projects, organizational structures, and retrieve insights.
Connects AI assistants to Nestr workspaces, enabling them to manage tasks, projects, organizational structures, and retrieve insights.
Setup Requirements
- ⚠️Requires `NESTR_API_KEY` or `NESTR_OAUTH_TOKEN` environment variable for authentication.
- ⚠️For self-hosted OAuth, `NESTR_OAUTH_CLIENT_ID` and `NESTR_OAUTH_CLIENT_SECRET` must be configured after contacting Nestr to register an OAuth client.
- ⚠️Requires Node.js version 18 or higher.
Verified SafeView Analysis
mcp-server-experiment
by Ferretly-International
This project explores building and testing a Model Context Protocol (MCP) server using .NET and C#, integrating simple tools like 'echo' and 'get_config_value' for AI agent interaction.
This project explores building and testing a Model Context Protocol (MCP) server using .NET and C#, integrating simple tools like 'echo' and 'get_config_value' for AI agent interaction.
Setup Requirements
- ⚠️Requires `C:\Users\hokie\AppData\Roaming\npm` directory to be created (specific to the original developer's environment setup).
- ⚠️Requires manually copying the 'Session token' from the MCP Inspector console into the inspector's Proxy Session Token property before connecting.
- ⚠️The `MCP_SERVER_SETTINGS_PATH` environment variable must be set, pointing to the application's configuration file (e.g., `appsettings.json`), as the default configuration sources are cleared and overridden.
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awesome-mcp
by PrincejiCoder
A curated list of Model Context Protocol (MCP) servers, tools, and resources, providing a catalog for developers to discover and compare integrations for AI applications.
A curated list of Model Context Protocol (MCP) servers, tools, and resources, providing a catalog for developers to discover and compare integrations for AI applications.
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SearxNG-MCP-Server
by IceWreck
Provides AI agents with search and URL content fetching capabilities via a SearxNG meta-search engine interface.
Provides AI agents with search and URL content fetching capabilities via a SearxNG meta-search engine interface.
Setup Requirements
- ⚠️Requires a separate, running SearxNG instance URL (e.g., `https://searx.be`)
- ⚠️Requires Python 3.11 or higher
- ⚠️The `markitdown[pdf]` dependency may have additional system-level requirements for PDF processing (e.g., Poppler utilities)
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kali-mcp-server
by Shimmy0530
Facilitates automated security testing and vulnerability assessments by exposing Kali Linux tools via the Model Context Protocol to AI assistants and development environments.
Facilitates automated security testing and vulnerability assessments by exposing Kali Linux tools via the Model Context Protocol to AI assistants and development environments.
Setup Requirements
- ⚠️Docker must be installed and running on the host system.
- ⚠️The 'kali-mcp-server' Docker image needs to be built or pulled prior to execution.
- ⚠️Requires significant host system resources (memory, CPU) and elevated Docker capabilities (`--cap-add=NET_RAW`, `--cap-add=NET_ADMIN`) for full functionality.
- ⚠️Strict adherence to legal and ethical guidelines is paramount, as these are offensive security tools intended solely for authorized testing.