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Vetted Servers(8554)
countly-mcp-server
by Countly
This server enables AI assistants and MCP clients to interact with Countly's analytics data, manage applications, view dashboards, track events, and perform comprehensive analytics operations.
This server enables AI assistants and MCP clients to interact with Countly's analytics data, manage applications, view dashboards, track events, and perform comprehensive analytics operations.
Setup Requirements
- ⚠️Requires Node.js 18+ runtime environment.
- ⚠️Requires access to an existing Countly instance (cloud or self-hosted) with a valid authentication token and appropriate permissions.
- ⚠️Requires a modern MCP client that supports protocol version 2025-03-26 (Streamable HTTP specification).
Verified SafeView Analysis
Mcp_client-server
by kaustubhdeshmukh11
A remote server for tracking and managing personal or small-scale expenses, accessible via a custom connector.
A remote server for tracking and managing personal or small-scale expenses, accessible via a custom connector.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️The `pyproject.toml` file is missing `fastmcp` and `aiosqlite` dependencies, which need to be installed manually (e.g., `pip install fastmcp aiosqlite`).
- ⚠️The SQLite database is stored in a temporary directory (`tempfile.gettempdir()`), meaning all expense data will be lost upon server restart or redeployment unless the hosting environment specifically persists this directory.
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aaryabhusal.github.io
by AaryaBhusal
Manages CTFd challenges by allowing users to list, view details, control Docker instances, and submit flags through a local web interface.
Manages CTFd challenges by allowing users to list, view details, control Docker instances, and submit flags through a local web interface.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Requires CTFd server URL, and either a CTFd user token or session cookie for authentication.
Review RequiredView Analysis
hacker-news-mcp
by SumitKachare
A web server that fetches and displays the top stories from Hacker News.
A web server that fetches and displays the top stories from Hacker News.
Setup Requirements
- ⚠️Requires Go toolchain to build and run.
Verified SafeView Analysis
gsc-mcp
by Donmandela
Analyzes Google Search Console data to monitor website performance, track keywords, and enhance SEO strategy.
Analyzes Google Search Console data to monitor website performance, track keywords, and enhance SEO strategy.
Setup Requirements
- ⚠️Requires a Google account with access to Google Search Console data.
- ⚠️Distributed as a pre-compiled binary (.zip) without public source code for the application itself, requiring trust in the distributor.
- ⚠️Operating System: Windows 10 or higher, or macOS 10.13 or higher.
Review RequiredView Analysis
mcp-server
by SingTheCode
This agent facilitates CLI-based AI assistance for developers, leveraging a proprietary Shinsegae LLM and Model Context Protocol (MCP) to interact with development environments and perform tasks like file operations and code analysis.
This agent facilitates CLI-based AI assistance for developers, leveraging a proprietary Shinsegae LLM and Model Context Protocol (MCP) to interact with development environments and perform tasks like file operations and code analysis.
Setup Requirements
- ⚠️Requires access to a Shinsegae internal LLM API and a valid 'LLM_API_TOKEN' from DevX, which is not publicly available.
- ⚠️Relies on specific MCP servers (e.g., filesystem, playwright, serena, chrome-devtools) configured in 'mcp-config.json', which may have their own installation and dependency requirements (e.g., 'npx', 'uvx', specific project contexts).
- ⚠️Requires Python 3.14 or newer, as specified in 'pyproject.toml', which might be a more recent version than many users have installed.
Review RequiredView Analysis
opensearch-mcp-server
by thabiso-m-absa
This server integrates OpenSearch clusters with AI systems via the Model Context Protocol (MCP), enabling AI to perform search, indexing, aggregation, and management tasks across multiple clusters.
This server integrates OpenSearch clusters with AI systems via the Model Context Protocol (MCP), enabling AI to perform search, indexing, aggregation, and management tasks across multiple clusters.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires access to an OpenSearch cluster (local or remote).
- ⚠️The `aws-sdk` package is a silent dependency if AWS authentication is used, and it's not listed in `package.json`.
- ⚠️Configuration for multi-cluster support can be complex, involving a JSON string in environment variables or multiple separate environment variable sets.
Verified SafeView Analysis
tos-bridge
by No-Smoke
Bridges Claude Desktop/Code to a VPS-hosted Token Optimization System using Qdrant (vector database) and Neo4j (knowledge graph) for graph-enhanced search and document management.
Bridges Claude Desktop/Code to a VPS-hosted Token Optimization System using Qdrant (vector database) and Neo4j (knowledge graph) for graph-enhanced search and document management.
Setup Requirements
- ⚠️Requires a running Ollama server for embedding generation.
- ⚠️Requires a running Qdrant server for vector storage.
- ⚠️Requires a running Neo4j server for graph storage and traversal.
- ⚠️Requires Python 3.10 or newer.
Verified SafeView Analysis
cluster-insights-mcp-rs
by alpha-hack-program
Provides conversational AI access to Kubernetes cluster resource analysis and capacity planning for platform engineers, SREs, and developers.
Provides conversational AI access to Kubernetes cluster resource analysis and capacity planning for platform engineers, SREs, and developers.
Setup Requirements
- ⚠️Requires Rust 1.70+ and Cargo to build and run locally.
- ⚠️Requires Kubernetes cluster access with a valid `kubeconfig` configured for read-only RBAC permissions (get/list for nodes, pods, namespaces).
- ⚠️Requires `jq` for certain development scripts (like version sync), though not for server runtime.
Verified SafeView Analysis
miro-remote-mcp
by FlyAgileWithGiom
Enables Claude AI to programmatically create and manipulate Miro boards, facilitating complex visualization generation through natural language conversations.
Enables Claude AI to programmatically create and manipulate Miro boards, facilitating complex visualization generation through natural language conversations.
Setup Requirements
- ⚠️Requires a Miro OAuth application to be created with a Redirect URI configured (e.g., `http://localhost:3003/oauth/callback`) in both Miro settings and the server's configuration.
- ⚠️Miro OAuth2 tokens (access and refresh tokens) are required and expire, necessitating initial acquisition and potential reauthentication via the `npm run oauth` helper script.
- ⚠️Requires Node.js (version 16 or newer) and a TypeScript build (`npm run build`) before execution.
- ⚠️For Claude Desktop/Code, an absolute path to the compiled `dist/index.js` file must be configured, along with client credentials and tokens as environment variables.
Verified SafeView Analysis
mcp-example
by dyelland-lt
A Model Context Protocol (MCP) server that acts as a bridge between Claude Desktop and the Rick and Morty GraphQL API, demonstrating MCP functionality with HTTPS transport.
A Model Context Protocol (MCP) server that acts as a bridge between Claude Desktop and the Rick and Morty GraphQL API, demonstrating MCP functionality with HTTPS transport.
Setup Requirements
- ⚠️Requires Node.js and pnpm to be installed.
- ⚠️Requires `mkcert` for local SSL certificate generation (with OS-specific installation steps).
- ⚠️Requires `ngrok` (and a registered authtoken) for public access to connect with Claude Desktop remotely.
- ⚠️Claude Desktop requires a Pro, Max, Team, or Enterprise plan to use custom connectors.
- ⚠️Manual SSL certificate generation step `mkcert localhost 127.0.0.1 ::1`.
Verified SafeView Analysis
activity-2-MCP-server
by khushboosaini
Demonstrates a minimal server implementation using the `fastmcp` library with a FastAPI fallback for local testing and experimentation.
Demonstrates a minimal server implementation using the `fastmcp` library with a FastAPI fallback for local testing and experimentation.
Setup Requirements
- ⚠️The `fastmcp` library might require specific versions or API adaptations, as the example includes fallback logic and notes about matching the 'real library API'.
- ⚠️Relies on Python and `pip` for dependency management, requiring `requirements.txt` installation.