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Vetted Servers(8554)
nvim-mcp
by linw1995
A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with the editor through connections and access diagnostic information.
A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with the editor through connections and access diagnostic information.
Setup Requirements
- ⚠️Requires Neovim (version 0.11.3+ is mentioned for integration testing) to be installed and accessible in the system's PATH.
- ⚠️For 'Dynamic Tool System' and optimal auto-connection, the `nvim-mcp` Lua plugin must be installed within Neovim's configuration (e.g., via `lazy.nvim`).
- ⚠️Many LSP-related tools (e.g., `lsp_code_actions`, `lsp_hover`) require specific Language Servers (e.g., `gopls` for Go, `ts_ls` for TypeScript) to be configured and running within the connected Neovim instance.
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honeybadger-mcp-server
by honeybadger-io
Provides structured access to the Honeybadger API through the Model Context Protocol (MCP) for integration with LLM agents and MCP clients.
Provides structured access to the Honeybadger API through the Model Context Protocol (MCP) for integration with LLM agents and MCP clients.
Setup Requirements
- ⚠️Requires a Honeybadger Personal Auth Token (a personal API key) for authentication with the Honeybadger API.
- ⚠️Requires Docker to run the pre-built image, or a Go development environment (Go 1.18+ recommended) to build from source.
- ⚠️This is an MCP server, requiring an MCP-compatible client (e.g., Cursor, VS Code, Zed, Claude Code) to interact with it.
- ⚠️The server runs in read-only mode by default, meaning write operations (like 'create_project', 'delete_project') are disabled unless 'HONEYBADGER_READ_ONLY=false' is explicitly set.
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autumn-mcp
by Nickha124
Develop and manage MCP (Minecraft-compatible) servers on the autumn framework.
Develop and manage MCP (Minecraft-compatible) servers on the autumn framework.
Setup Requirements
- ⚠️Software distribution via direct raw GitHub link (.zip) is unusual and may lack integrity verification for executables.
- ⚠️The Linux installation command `tar -xvzf [URL]` is syntactically incorrect for directly extracting from a remote URL; typically requires downloading the file first (e.g., with `curl` or `wget`).
- ⚠️Requires active Internet connection for updates (as stated in System Requirements).
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mimer-mcp
by mimersql
The Mimer MCP Server enables AI applications to securely interact with Mimer SQL databases for schema browsing, read-only query execution, and stored procedure management via the Model Context Protocol.
The Mimer MCP Server enables AI applications to securely interact with Mimer SQL databases for schema browsing, read-only query execution, and stored procedure management via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Mimer SQL 11.0 or later (or the official Mimer SQL Docker container).
- ⚠️Mandatory database connection environment variables (DB_DSN, DB_USER, DB_PASSWORD, DB_HOST) must be configured in a .env file.
- ⚠️Running the server in Docker rootless mode might cause network connectivity issues with the database.
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analytical-mcp
by quanticsoul4772
Provides a suite of analytical tools for data analysis, logical reasoning, and research verification, designed to enhance AI capabilities for structured problem-solving and decision-making.
Provides a suite of analytical tools for data analysis, logical reasoning, and research verification, designed to enhance AI capabilities for structured problem-solving and decision-making.
Setup Requirements
- ⚠️Requires `EXA_API_KEY` for research functionality (Exa.ai is a paid service).
- ⚠️Requires Node.js (likely v18+) and npm/yarn to run.
- ⚠️Persistent caching, if enabled, needs write access to a `./cache` directory.
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tempoai-mcp-server
by mvilanova
The Tempo AI MCP Server connects large language models like Claude and ChatGPT with the Tempo AI API to retrieve fitness and wellness data.
The Tempo AI MCP Server connects large language models like Claude and ChatGPT with the Tempo AI API to retrieve fitness and wellness data.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Requires a Tempo AI API Key, which must be obtained from jointempo.ai.
- ⚠️Initial setup for Claude Desktop or ChatGPT requires specific `mcp install` or environment variable configurations, including potentially using `uv` for package management.
- ⚠️For ChatGPT, running in SSE mode requires port forwarding (e.g., `ngrok`) for public access.
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osm-tagging-schema-mcp
by gander-tools
Provides OpenStreetMap (OSM) tagging schema information, validation, and improvement suggestions for AI agents and LLM applications.
Provides OpenStreetMap (OSM) tagging schema information, validation, and improvement suggestions for AI agents and LLM applications.
Setup Requirements
- ⚠️Requires Node.js 24.0.0 or higher and npm 11.0.0 or higher.
- ⚠️Not a standalone application; requires integration with an MCP client (e.g., Claude Code, Claude Desktop) to be useful.
- ⚠️Initial schema loading can introduce latency on the first call, though preloading is implemented.
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mcp-orchestrator
by mrorigo
Orchestrates multiple Model Context Protocol (MCP) servers, enabling LLMs to generate and execute TypeScript code for complex, multi-step workflows, and integrating with Agent-to-Agent (A2A) protocols for collaborative AI.
Orchestrates multiple Model Context Protocol (MCP) servers, enabling LLMs to generate and execute TypeScript code for complex, multi-step workflows, and integrating with Agent-to-Agent (A2A) protocols for collaborative AI.
Setup Requirements
- ⚠️Requires an API key for a compatible LLM provider (e.g., OpenAI, Anthropic), which are typically paid services.
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️Integrating with other MCP servers requires those servers to be set up and configured separately.
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gitops-lab
by huseyindeniz
A GitOps lab demonstrating multi-cluster application deployment and management (local-management, local-staging, local-production) for AI/ML inference (image background removal), multiplayer gaming, and .NET microservices using Argo CD, Helm, Istio, and related Kubernetes tooling.
A GitOps lab demonstrating multi-cluster application deployment and management (local-management, local-staging, local-production) for AI/ML inference (image background removal), multiplayer gaming, and .NET microservices using Argo CD, Helm, Istio, and related Kubernetes tooling.
Setup Requirements
- ⚠️Requires a Kubernetes cluster (e.g., Minikube) with Argo CD and Istio as foundational prerequisites for the GitOps setup.
- ⚠️MetalLB is configured with BGP peering for LoadBalancer services in local clusters, which demands intricate network setup and understanding of BGP for successful operation.
- ⚠️Optimal performance for AI/ML workloads (such as the image inference API, NVIDIA Triton, and Ollama) is dependent on NVIDIA GPUs for hardware acceleration; otherwise, they will fall back to significantly slower CPU processing.
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admina-mcp-server
by moneyforward-i
Provides a Micro-service Communication Protocol (MCP) server to interact with the Admina API for managing IT assets, identities, services, and accounts within an organization.
Provides a Micro-service Communication Protocol (MCP) server to interact with the Admina API for managing IT assets, identities, services, and accounts within an organization.
Setup Requirements
- ⚠️Requires 'ADMINA_API_KEY' environment variable for Admina API authentication.
- ⚠️Requires 'ADMINA_ORGANIZATION_ID' environment variable to specify the target organization.
- ⚠️Requires a Node.js runtime environment to execute.
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mcp_nexus
by CapulusCodeNinja
Provides AI systems with structured access to Windows debugging tools (WinDBG/CDB) for automated crash dump analysis.
Provides AI systems with structured access to Windows debugging tools (WinDBG/CDB) for automated crash dump analysis.
Setup Requirements
- ⚠️Requires .NET 8.0 Runtime or SDK to be installed.
- ⚠️Requires Windows Debugging Tools (WinDBG/CDB) to be installed separately.
- ⚠️Operates exclusively on Windows due to its reliance on WinDBG/CDB.
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lottery-mcp-server
by Lumosylva
Serves historical Chinese Double Color Ball lottery data and statistical analysis via Model Context Protocol.
Serves historical Chinese Double Color Ball lottery data and statistical analysis via Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js and npm for dependency installation.
- ⚠️Relies on an external API (www.cwl.gov.cn) for live data, which may change its structure or cookie requirements. The fallback data is a small static subset.
- ⚠️Needs write permissions in its working directory for 'cookie-cache.json' and 'lottery-data-cache.json'.