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Vetted Servers(9120)
mcp-server
by matuteduro
To serve a React design system's components and instructions to an LLM via Model Context Protocol (MCP) for guided UI generation.
To serve a React design system's components and instructions to an LLM via Model Context Protocol (MCP) for guided UI generation.
Setup Requirements
- ⚠️Requires a 'design-system.json' file to be present in the root directory relative to 'src/mcp-server.js'.
- ⚠️Requires Node.js runtime.
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n8n.mcp
by Cloud-Ops-Dev
This server is a multi-cloud infrastructure orchestration platform that combines n8n automation with Terraform to build, deploy, and manage distributed applications across AWS, IBM Cloud, and on-premises environments, featuring an AI-assisted workflow creation via MCP.
This server is a multi-cloud infrastructure orchestration platform that combines n8n automation with Terraform to build, deploy, and manage distributed applications across AWS, IBM Cloud, and on-premises environments, featuring an AI-assisted workflow creation via MCP.
Setup Requirements
- ⚠️Requires Docker and Docker Compose to be installed and running.
- ⚠️Requires AWS and IBM Cloud accounts with appropriate API keys and SSH key pairs configured.
- ⚠️Requires SSH access to a local AMD workstation and a specific Arch workstation (192.168.1.43) for the full message queue demo.
- ⚠️Initial setup requires populating sensitive credentials (API keys, SSH paths, passwords) in `docker/.env`.
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personal-semantic-search-mcp
by Ethan2298
Enables semantic search over local notes and documents, integrated with MCP-compatible clients like Claude Code.
Enables semantic search over local notes and documents, integrated with MCP-compatible clients like Claude Code.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️First startup involves downloading an ~80MB embedding model, taking ~10 seconds.
- ⚠️Requires ~500MB of disk space for the model and dependencies.
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mcp-server-metabase
by ForestAdmin
Connects AI agents to Metabase BI platform, providing comprehensive access to databases, saved questions, dashboards, collections, and query execution.
Connects AI agents to Metabase BI platform, providing comprehensive access to databases, saved questions, dashboards, collections, and query execution.
Setup Requirements
- ⚠️Requires access to a Metabase instance (self-hosted or cloud).
- ⚠️Requires a Metabase API key or username/password to connect to Metabase.
- ⚠️Requires a manually generated MCP_AUTH_TOKEN for server authentication.
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saved-posts-mcps
by ach968
Aggregates and provides search capabilities for a user's saved posts/bookmarks from Reddit and X (Twitter) via MCP tools.
Aggregates and provides search capabilities for a user's saved posts/bookmarks from Reddit and X (Twitter) via MCP tools.
Setup Requirements
- ⚠️Requires exporting browser cookies for Reddit and X (Twitter) and providing them via environment variables (X_COOKIES_FILE/X_COOKIES, REDDIT_COOKIES_FILE/REDDIT_COOKIES) or default paths.
- ⚠️Requires setting the REDDIT_USERNAME environment variable for Reddit scraping.
- ⚠️Requires Playwright browser binaries to be installed (`uv run playwright install chromium`).
- ⚠️Requires Python 3.13 or higher.
- ⚠️If running via Docker, Docker daemon must be running.
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tushare-mcp-server
by guojianchuan821113
Integrate Tushare Pro financial data APIs into AI clients (e.g., Claude Desktop) via a local MCP server.
Integrate Tushare Pro financial data APIs into AI clients (e.g., Claude Desktop) via a local MCP server.
Setup Requirements
- ⚠️Requires a valid Tushare Pro Token (and likely an account/subscription with Tushare Pro).
- ⚠️Python 3.10+ is a strict requirement.
- ⚠️The `uv` dependency manager must be installed globally or accessible in the environment.
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mcp-server-weather
by truck-intel
A simple Model Context Protocol (MCP) server that provides static weather information.
A simple Model Context Protocol (MCP) server that provides static weather information.
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techopsmind
by nomad3
Company-agnostic SRE operations platform with AI-powered monitoring, plugin architecture for multi-company support, and comprehensive infrastructure observability via Model Context Protocol (MCP). It acts as an AI-powered operations assistant for SRE teams.
Company-agnostic SRE operations platform with AI-powered monitoring, plugin architecture for multi-company support, and comprehensive infrastructure observability via Model Context Protocol (MCP). It acts as an AI-powered operations assistant for SRE teams.
Setup Requirements
- ⚠️Requires GEMINI_API_KEY (paid Google service)
- ⚠️Requires VPN connection for Prometheus and SSH access to internal infrastructure
- ⚠️Requires Docker and Docker Compose (for full web stack deployment)
- ⚠️Requires Python 3.10+ (managed by Poetry) and Go 1.21+ (for optional TUI dashboard), Node.js/npm (for React frontend)
- ⚠️High resource requirements: ~2GB disk space for vector store, ~750MB-1.5GB memory for the MCP server process
- ⚠️SSH multi-hop access requires specific configuration (`SSH_GATEWAY_PASSWORD` and potentially legacy SSH algorithms/host key management for older components)
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MCP-CODEGEN
by tyranosurasmax
Generates type-safe TypeScript wrappers for MCP, REST, and GraphQL APIs to enable AI agents to interact with external services with 98% token reduction.
Generates type-safe TypeScript wrappers for MCP, REST, and GraphQL APIs to enable AI agents to interact with external services with 98% token reduction.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️MCP server adapter has known schema validation issues that prevent tool discovery for MCP sources in current version.
- ⚠️Execution of commands for MCP servers (via `npx` or custom binaries) runs with full system privileges, posing a security risk if configuration files are compromised or not rigorously controlled.
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strava-mcp-server
by rousseya
Provides an MCP server to interact with Strava, offering activity retrieval, performance statistics, and activity management tools like renaming and e-bike detection.
Provides an MCP server to interact with Strava, offering activity retrieval, performance statistics, and activity management tools like renaming and e-bike detection.
Setup Requirements
- ⚠️Requires creating a Strava App and obtaining OAuth tokens (multi-step process involving browser authorization).
- ⚠️Requires `uv` for dependency management.
- ⚠️Python 3.10+ is required.
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mcp-server
by lokesh-reddy-afb
Provides tools to search files and directories using regular expressions, returning matched lines and line numbers.
Provides tools to search files and directories using regular expressions, returning matched lines and line numbers.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0
- ⚠️Requires file system access permissions to specified paths
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camera-rag-agent
by jordlee
A RAG-based MCP server providing semantic search and information retrieval from Sony camera help guides, enabling LLMs to answer camera-related queries and perform comparisons.
A RAG-based MCP server providing semantic search and information retrieval from Sony camera help guides, enabling LLMs to answer camera-related queries and perform comparisons.
Setup Requirements
- ⚠️Requires Pinecone API Key (Paid Service) for functionality.
- ⚠️Requires a pre-populated Pinecone index (e.g., 'camera-rag-agent') with processed camera help guide data, involving several preprocessing scripts (download, parse, chunk, embed).
- ⚠️Requires Redis for rate-limiting functionality (optional for basic operation, but crucial for production stability).