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Vetted Servers(8554)
expense-mcp-server
by shivamprasad1001
A Model Context Protocol (MCP) server for tracking and managing personal or group expenses via AI assistants.
A Model Context Protocol (MCP) server for tracking and managing personal or group expenses via AI assistants.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires the `uv` Python package manager to be installed globally and accessible in PATH.
- ⚠️Configuration for MCP clients (e.g., Claude Desktop, Cursor) requires absolute paths to the `uv` executable and the repository directory.
Verified SafeView Analysis
mcp_searxng
by justfortheloveof
Provides a low token consumption Python MCP server for integrating a local or remote SearXNG instance as a web search tool for LLMs.
Provides a low token consumption Python MCP server for integrating a local or remote SearXNG instance as a web search tool for LLMs.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
- ⚠️Requires a running SearXNG instance accessible via a URL
- ⚠️Recommended installation method uses 'uv', which might need prior installation
Verified SafeView Analysis
AIagent_hlnews_first
by lchenudc
An MCP server that exposes news headline retrieval functionality (simulated and real-time) as tools for LLM applications.
An MCP server that exposes news headline retrieval functionality (simulated and real-time) as tools for LLM applications.
Setup Requirements
- ⚠️Requires `mcp` and `langchain-mcp-adapters` Python packages.
- ⚠️Requires a NewsAPI key for the `get_realtime_headlines` tool (needs to be obtained from newsapi.org).
- ⚠️The `requests` library is required if `get_realtime_headlines` is used (not explicitly in initial `pip install mcp` instruction).
Review RequiredView Analysis
mcp-server-streamable
by CyprianFusi
This server exposes a 'greeting' tool over an HTTP interface using the FastMCP framework, enabling clients or agents to interact with defined functionalities.
This server exposes a 'greeting' tool over an HTTP interface using the FastMCP framework, enabling clients or agents to interact with defined functionalities.
Setup Requirements
- ⚠️Python 3.13+ required
- ⚠️Requires 'mcp' library to be installed
Verified SafeView Analysis
code-memory
by consigcody94
A persistent context vault for AI-assisted development, solving the 'missing context' problem by remembering decisions, indexing code, preserving conversations, and tracking evolution.
A persistent context vault for AI-assisted development, solving the 'missing context' problem by remembering decisions, indexing code, preserving conversations, and tracking evolution.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️The `CODE_MEMORY_DIR` environment variable is optional but highly recommended to specify where memory files are stored; otherwise, it defaults to `.code-memory` in the current working directory, which might not be ideal for a globally used tool.
- ⚠️Requires explicit path to `dist/index.js` in MCP client configuration (e.g., Claude Desktop) if not installed globally, or ensuring the `code-memory` binary is in the system PATH.
Review RequiredView Analysis
webquest-mcp
by mustafametesengul
Provides powerful web search and scraping tools to AI agents and MCP-compatible clients via a Model Context Protocol (MCP) server.
Provides powerful web search and scraping tools to AI agents and MCP-compatible clients via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires `OPENAI_API_KEY` (potentially incurs costs based on usage within the 'webquest' scrapers).
- ⚠️Requires `HYPERBROWSER_API_KEY` (likely a paid third-party service).
- ⚠️Python 3.12 or higher is required.
Verified SafeView Analysis
test-mcp-server
by peicodes
A TypeScript-based Model Context Protocol (MCP) server for testing or providing a single tool via Server-Sent Events (SSE) transport.
A TypeScript-based Model Context Protocol (MCP) server for testing or providing a single tool via Server-Sent Events (SSE) transport.
Setup Requirements
- ⚠️The `VALID_API_TOKEN` is hardcoded as a placeholder and MUST be changed for any non-local or production usage. It is recommended to use an environment variable for this secret.
- ⚠️The server explicitly binds to `localhost:3000` and is not designed for direct public exposure without a reverse proxy or further network configuration.
Verified SafeView Analysis
kube-compare-mcp
by sakhoury
Enables AI assistants to compare Kubernetes cluster configurations against reference templates, including Red Hat Telco Reference Design Specifications (RDS), to detect configuration drift.
Enables AI assistants to compare Kubernetes cluster configurations against reference templates, including Red Hat Telco Reference Design Specifications (RDS), to detect configuration drift.
Setup Requirements
- ⚠️Requires Red Hat Registry credentials (`registry.redhat.io`) for RDS (Reference Design Specification) tools to function. These can be configured via Kubernetes secrets.
- ⚠️Designed for remote deployment; reference configurations must be provided via HTTP/HTTPS URLs or OCI container image references, local filesystem paths are not supported.
- ⚠️When providing a `kubeconfig`, exec-based authentication and deprecated auth provider plugins are explicitly blocked for security reasons; users must use token, client certificate, or OIDC authentication methods. Kubeconfig size limits also apply, which might necessitate creating a 'minimal kubeconfig' for OpenShift Lightspeed (OLS) integration.
Verified SafeView Analysis
MCPProbe
by PivotLLM
A command-line utility for testing and debugging Model Context Protocol (MCP) servers by enumerating server capabilities and executing MCP tools.
A command-line utility for testing and debugging Model Context Protocol (MCP) servers by enumerating server capabilities and executing MCP tools.
Setup Requirements
- ⚠️Requires Go (1.24.3 or higher) to build from source.
- ⚠️Requires an existing MCP server (either a remote URL or a local executable for stdio mode) to test against.
Verified SafeView Analysis
Islamic-Inheritance-pdf-report-generator-MCP-Server
by MSMuneerIqbal
Calculates Islamic inheritance shares for cash and land, generating a PDF report with precise land distribution.
Calculates Islamic inheritance shares for cash and land, generating a PDF report with precise land distribution.
Setup Requirements
- ⚠️Requires Python 3.12 or higher
- ⚠️Requires specific Python packages: fastmcp, reportlab, uvicorn, httpx
- ⚠️Must be run using the 'fastmcp run' command, not directly with python
Verified SafeView Analysis
mcp-server-bluesky-py
by khleel213
Provides a lightweight interface for AI agents to interact with the Bluesky social network, enabling reading, writing, and reactive capabilities.
Provides a lightweight interface for AI agents to interact with the Bluesky social network, enabling reading, writing, and reactive capabilities.
Setup Requirements
- ⚠️Requires `BLUESKY_HANDLE` and `BLUESKY_PASSWORD` environment variables to be set, typically in a `.env` file.
- ⚠️Primarily designed and tested for Windows environments and the Antigravity IDE due to explicit Windows-specific I/O handling in the wrapper script.
- ⚠️Requires installation of Python dependencies, including `atproto` and `python-dotenv`.
Verified SafeView Analysis
ReGo.MCP
by krzysztofprz
An MCP server designed to retrieve business entity details (from the Polish CEIDG and REGON databases) based on NIP, KRS, or REGON numbers using a C# application.
An MCP server designed to retrieve business entity details (from the Polish CEIDG and REGON databases) based on NIP, KRS, or REGON numbers using a C# application.
Setup Requirements
- ⚠️Requires a `regonApiKey` for the Polish REGON API.
- ⚠️The MCP server template is currently in an early preview stage, which might imply potential changes or unpolished aspects.