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Vetted Servers(8554)
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.
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Team-1B-Fusion
by DharmpratapSingh
Analyzing global greenhouse gas emissions from EDGAR v2024 data using natural language queries, providing actionable insights for researchers, policymakers, and developers.
Analyzing global greenhouse gas emissions from EDGAR v2024 data using natural language queries, providing actionable insights for researchers, policymakers, and developers.
Setup Requirements
- ⚠️Requires Python 3.11 (not 3.10 or 3.12)
- ⚠️Requires 'uv' for dependency management (can use pip as fallback)
- ⚠️Requires OpenAI API Key (Paid service) in 'username:password' format
- ⚠️Requires EDGAR v2024 data to be pre-processed and DuckDB database populated (run 'process_edgar_complete.py' if starting from raw data)
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playground-agentic-ai
by afronski
Provides a simple greeting service for an agentic workflow, demonstrating how to build a custom FastMCP server.
Provides a simple greeting service for an agentic workflow, demonstrating how to build a custom FastMCP server.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️`fastmcp` library required (install via pip)
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openfga-mcp
by Gyeom
Integrates OpenFGA authorization management with Claude Code, enabling AI agents to manage stores, models, tuples, and permissions.
Integrates OpenFGA authorization management with Claude Code, enabling AI agents to manage stores, models, tuples, and permissions.
Setup Requirements
- ⚠️Requires `fga` CLI to be installed for `openfga_model_write` tool functionality.
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Environment variables (`OPENFGA_ENVIRONMENTS`, `OPENFGA_LOCAL_URL`, etc.) must be properly configured for OpenFGA API access.
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basic_mcp_server
by asadmpatel9890
Facilitates AI-powered interaction and retrieval of GitHub repository information using Groq's fast inference capabilities.
Facilitates AI-powered interaction and retrieval of GitHub repository information using Groq's fast inference capabilities.
Setup Requirements
- ⚠️Requires Groq API Key (Paid service)
- ⚠️Requires installation of Python dependencies (langchain, fastmcp, requests, etc.)
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outlook-mcp-server
by oabdelrahman98
Manages Microsoft Outlook emails through the Microsoft Graph API, enabling features like listing, sending, reading, and searching emails via the Model Context Protocol (MCP).
Manages Microsoft Outlook emails through the Microsoft Graph API, enabling features like listing, sending, reading, and searching emails via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Azure subscription and Azure CLI for initial setup.
- ⚠️Mandatory Azure AD Application registration with specific Microsoft Graph API permissions (Mail.ReadWrite, Mail.Send).
- ⚠️Requires manual configuration of OpenAPI specification (openapi.yaml) with deployed server URL and Azure tenant ID.
- ⚠️Requires setting up a Power Platform Custom Connector and configuring OAuth 2.0 with the Azure AD app's client ID and secret.
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AutoCad-MCP
by Porta048
This server controls AutoCAD, GstarCAD, or ZWCAD software through natural language commands received via the Model Context Protocol (MCP) from Claude Desktop.
This server controls AutoCAD, GstarCAD, or ZWCAD software through natural language commands received via the Model Context Protocol (MCP) from Claude Desktop.
Setup Requirements
- ⚠️Requires a Windows operating system for COM interface.
- ⚠️Requires AutoCAD, GstarCAD, or ZWCAD to be installed locally.
- ⚠️Requires manual configuration within Claude Desktop's `claude_desktop_config.json`.
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mcp-dev-utils
by rocky3419
Provides a Model Context Protocol (MCP) compatible server to expose simple developer utility tools, demonstrating tool discovery and execution via stdio transport.
Provides a Model Context Protocol (MCP) compatible server to expose simple developer utility tools, demonstrating tool discovery and execution via stdio transport.
Setup Requirements
- ⚠️Requires Node.js runtime
- ⚠️Requires a build step (TypeScript compilation) before running via `start` script
- ⚠️Requires an MCP Gateway for external interaction (communicates via stdio)
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mcp-rag-template
by seanshin0214
This server acts as a Model Context Protocol (MCP) endpoint, providing Retrieval-Augmented Generation (RAG) capabilities by searching a local ChromaDB knowledge base and offering markdown-defined 'skills' to enhance an AI assistant's persona and expertise.
This server acts as a Model Context Protocol (MCP) endpoint, providing Retrieval-Augmented Generation (RAG) capabilities by searching a local ChromaDB knowledge base and offering markdown-defined 'skills' to enhance an AI assistant's persona and expertise.
Setup Requirements
- ⚠️Requires Node.js (>=18.0.0)
- ⚠️Requires manual execution of 'npm run embed' after adding or modifying knowledge/skill markdown files to update the ChromaDB vector store.
- ⚠️The 'CHROMA_PATH' environment variable should be configured to specify where ChromaDB stores its data, otherwise it defaults to './chroma-data'.