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Vetted Servers(9120)
spec-oxide
by marconae
A simple and lightweight Micro-Container Platform (MCP) designed for spec-driven development workflows.
A simple and lightweight Micro-Container Platform (MCP) designed for spec-driven development workflows.
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imprint
by kessler-frost
Enables AI agents to programmatically control a terminal, capture screenshots, and extract text for TUI testing and interaction.
Enables AI agents to programmatically control a terminal, capture screenshots, and extract text for TUI testing and interaction.
Setup Requirements
- ⚠️Requires `ttyd` and `tmux` to be installed on the system (installation script attempts to install them, possibly requiring `sudo` on Linux).
- ⚠️`go-rod` will auto-download a headless Chrome/Chromium browser (~100-200MB) on first run, requiring significant disk space and bandwidth.
- ⚠️Requires Go installed for building from source or running examples.
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Workshop-MCP-Server-Directions-Lab
by javiarmesto
This server integrates with Microsoft Dynamics 365 Business Central to expose its data and functionality as MCP tools for Claude Desktop, enabling AI-powered interactions with ERP data.
This server integrates with Microsoft Dynamics 365 Business Central to expose its data and functionality as MCP tools for Claude Desktop, enabling AI-powered interactions with ERP data.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Full Business Central integration requires Azure AD App Registration (Client ID, Client Secret, Tenant ID) and Business Central Company ID/Environment name, which can be complex to configure. Mock data mode is available as a fallback but offers limited functionality.
- ⚠️Requires Claude Desktop application to be installed for client interaction.
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wechat_oa_mcp
by kakaxi3019
This server acts as a Model Control Protocol (MCP) wrapper for WeChat Official Account APIs, enabling AI systems or automation workflows to manage WeChat content.
This server acts as a Model Control Protocol (MCP) wrapper for WeChat Official Account APIs, enabling AI systems or automation workflows to manage WeChat content.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires a WeChat Public Platform AppID and AppSecret to function.
- ⚠️The hardcoded external IP `106.15.125.133` must be added to your WeChat Public Platform's IP whitelist.
- ⚠️Explicitly states '此 MCP 服务器仅限研究用途,禁止用于商业目的。'
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a2a-mcp
by a2anet
This server acts as a Model Context Protocol (MCP) gateway to facilitate interactions between an LLM client and external A2A (Agent2Agent) protocol agents, enabling message exchange, conversation management, and structured viewing of artifacts.
This server acts as a Model Context Protocol (MCP) gateway to facilitate interactions between an LLM client and external A2A (Agent2Agent) protocol agents, enabling message exchange, conversation management, and structured viewing of artifacts.
Setup Requirements
- ⚠️Requires Python 3.13 or newer.
- ⚠️Requires `uv` (a Python package manager and executor) installed to run using the quick start method.
- ⚠️Requires the `A2A_AGENT_CARDS` environment variable to be set, containing a JSON stringified list of agent card URLs and optional custom headers.
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alation-ai-agent-sdk
by Alation
The MCP server enables AI agents and models to retrieve and leverage metadata from the Alation Data Catalog during inference, supporting use cases like data curation, search, and intelligent query generation.
The MCP server enables AI agents and models to retrieve and leverage metadata from the Alation Data Catalog during inference, supporting use cases like data curation, search, and intelligent query generation.
Setup Requirements
- ⚠️Requires access to an Alation Data Catalog instance and specific Alation credentials (Service Account recommended, which usually requires admin privileges).
- ⚠️Requires API keys for integrated LLM providers (e.g., OpenAI, Anthropic, Google Bedrock), which are typically paid services.
- ⚠️Local testing with tools like MCP Inspector may encounter SSL certificate issues when used behind corporate VPNs (e.g., Zscaler), requiring specific Node.js configuration to trust corporate root certificates.
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Integrates IBM Data Intelligence services with Model Context Protocol (MCP) clients, enabling LLM agents to access and manage data assets, lineage, data protection rules, metadata imports, and data products.
Integrates IBM Data Intelligence services with Model Context Protocol (MCP) clients, enabling LLM agents to access and manage data assets, lineage, data protection rules, metadata imports, and data products.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️Requires access to an IBM Data Intelligence SaaS or Cloud Pak for Data (CPD) 5.2.1+ instance, with `DI_SERVICE_URL` and authentication (`DI_APIKEY` or `DI_AUTH_TOKEN`) configured.
- ⚠️For HTTPS mode, SSL certificate (`--ssl-cert`) and private key (`--ssl-key`) files are mandatory and must be properly managed.
- ⚠️The `uvx` tool is recommended for installation and running; users might need to install `uv` first.
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copilot-kit
by ikcode-dev
Provides a curated collection of GitHub Copilot prompts, instructions, and configurations to enhance developer productivity and streamline AI-assisted programming workflows in VS Code.
Provides a curated collection of GitHub Copilot prompts, instructions, and configurations to enhance developer productivity and streamline AI-assisted programming workflows in VS Code.
Setup Requirements
- ⚠️Requires an active GitHub Copilot Chat subscription for full functionality.
- ⚠️Requires VS Code with GitHub Copilot Chat extension (version 1.106 or later for Custom Agents) and Model Context Protocol (MCP) enabled in settings.
- ⚠️Some external MCP servers referenced by this kit (e.g., Sequential Thinking, Context7) may require additional prerequisites like Node.js or specific API keys, which are configured outside of this repository's direct source code.
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Kolada-MCP
by isakskogstad
Facilitates LLM access to comprehensive Swedish municipal and regional statistics from the Kolada API for key performance indicator (KPI) data retrieval and analysis.
Facilitates LLM access to comprehensive Swedish municipal and regional statistics from the Kolada API for key performance indicator (KPI) data retrieval and analysis.
Setup Requirements
- ⚠️By default, the server runs with 'Open Access' and no authentication (e.g., via `MCP_AUTH_TOKEN`) is enforced for HTTP/SSE endpoints. This creates an unauthenticated proxy to the Kolada API and is a significant security risk for public deployments.
- ⚠️The server acts as a proxy to the external Kolada API (https://api.kolada.se/v3); its availability and data quality are dependent on that external service.
- ⚠️Most tool descriptions, prompt templates, and general documentation within the source code are primarily in Swedish, which may pose a barrier for non-Swedish speaking developers or AI models.
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mcpbi
by jonaolden
Provides a Model Context Protocol (MCP) server for local Power BI Tabular Models, enabling LLM clients to interact for debugging, analysis, and DAX query composition.
Provides a Model Context Protocol (MCP) server for local Power BI Tabular Models, enabling LLM clients to interact for debugging, analysis, and DAX query composition.
Setup Requirements
- ⚠️Requires Power BI Desktop running with a PBIX file open.
- ⚠️Windows OS is required.
- ⚠️.NET 8.0 SDK or Runtime is required.
- ⚠️Initial setup requires running a discovery CLI tool to configure Power BI connection details (port, database ID).
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pierre_mcp_server
by Async-IO
Conversational AI fitness coaching and data analysis platform with provider integrations and user management.
Conversational AI fitness coaching and data analysis platform with provider integrations and user management.
Setup Requirements
- ⚠️Requires `PIERRE_MASTER_ENCRYPTION_KEY` environment variable, which is critical for encryption and must be consistent across deployments.
- ⚠️Requires a database (SQLite or PostgreSQL) to be set up and configured via the `DATABASE_URL` environment variable.
- ⚠️Requires configuration for at least one LLM provider (e.g., `GEMINI_API_KEY` or `GROQ_API_KEY`) for AI conversational features to work.
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KOLADA-MCP
by KSAklfszf921
Provides LLMs and AI chatbots with direct access to over 5,000 Key Performance Indicators and statistical data for all 290 Swedish municipalities and 21 regions from the Kolada API.
Provides LLMs and AI chatbots with direct access to over 5,000 Key Performance Indicators and statistical data for all 290 Swedish municipalities and 21 regions from the Kolada API.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher to run (specified in `package.json`).
- ⚠️Requires an active internet connection to fetch data from the external Kolada API (`https://api.kolada.se/v3`).
- ⚠️When running locally to expose HTTP/SSE endpoints, the `MCP_MODE` environment variable must be set to 'http' (e.g., `MCP_MODE=http npx kolada-mcp-http`) to prevent it from defaulting to STDIN/STDOUT mode.