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Vetted Servers(8554)
expense-tracker-mcp
by HiteshKumarMeghwar
A local MCP server for tracking and managing personal or business expenses, designed for integration with client applications like Claude Desktop.
A local MCP server for tracking and managing personal or business expenses, designed for integration with client applications like Claude Desktop.
Setup Requirements
- ⚠️Requires 'uv' package manager for setup and running.
- ⚠️Requires Python 3.11 or newer.
- ⚠️Intended for use with Claude Desktop for full intended functionality (implied by README).
Verified SafeView Analysis
cailculator-mcp
by pchavez2029
Provides AI agents with high-dimensional mathematical analysis and financial trading tools using 'pathological' Cayley-Dickson and Clifford algebras.
Provides AI agents with high-dimensional mathematical analysis and financial trading tools using 'pathological' Cayley-Dickson and Clifford algebras.
Setup Requirements
- ⚠️Requires a paid API key from the CAILculator portal (https://cailculator-mcp-production.up.railway.app/).
- ⚠️Depends on an external authentication server for API key validation.
- ⚠️Python 3.10+ is required.
- ⚠️Aiohttp is needed for HTTP transport mode (`pip install cailculator-mcp[http]`).
Verified SafeView Analysis
mcp-rust-builder
by CeeArEx
An autonomous Model Context Protocol (MCP) server designed for LLMs to build, debug, and maintain Rust projects, specifically architected to help LLMs create other MCP servers.
An autonomous Model Context Protocol (MCP) server designed for LLMs to build, debug, and maintain Rust projects, specifically architected to help LLMs create other MCP servers.
Setup Requirements
- ⚠️Requires Rust and Cargo to be installed on the host system.
- ⚠️Requires the 'rust-docs' component to be added via `rustup component add rust-docs` for full documentation search functionality.
- ⚠️Requires an initialized Git repository in the working directory for `git_operations` to function.
- ⚠️Client configuration needs an absolute path to the compiled `mcp-rust-builder` executable.
Verified SafeView Analysis
slashAI
by mindfulent
A privacy-aware Discord AI assistant and MCP server that provides persistent memory, scheduled reminders, Minecraft build recognition, and agentic tools.
A privacy-aware Discord AI assistant and MCP server that provides persistent memory, scheduled reminders, Minecraft build recognition, and agentic tools.
Setup Requirements
- ⚠️Requires an Anthropic API Key (paid service for Claude models).
- ⚠️Requires a Voyage AI API Key (paid service for embeddings).
- ⚠️Requires a PostgreSQL database with the pgvector extension.
- ⚠️Requires DigitalOcean Spaces API Keys and Bucket for image storage (paid service).
- ⚠️Requires configuring a Discord Bot application and retrieving its token and the owner's Discord ID.
Verified SafeView Analysis
ynab-mcp-server
by arunselvarajdb
A read-only Model Context Protocol (MCP) server for interacting with YNAB budgets, providing tools and resources for querying financial data and generating spending insights.
A read-only Model Context Protocol (MCP) server for interacting with YNAB budgets, providing tools and resources for querying financial data and generating spending insights.
Setup Requirements
- ⚠️Requires a YNAB Personal Access Token (Free, but requires YNAB account and setup)
- ⚠️Requires 'uv' package manager for dependency management and running (not pip)
- ⚠️Requires Python 3.11 or higher
Verified SafeView Analysis
mcp-servers
by cloudaeon-pvt-ltd
This server enables sending emails through Microsoft Outlook/Office 365 using the Microsoft Graph API, triggered by an MCP-compatible client.
This server enables sending emails through Microsoft Outlook/Office 365 using the Microsoft Graph API, triggered by an MCP-compatible client.
Setup Requirements
- ⚠️Requires an existing Microsoft 365/Azure AD tenant.
- ⚠️Requires Azure App Registration with specific 'Mail.Send' application permissions and administrative consent.
- ⚠️Requires Python 3.12+.
- ⚠️Sensitive credentials (SENDER_EMAIL_ID, TENANT_ID, CLIENT_ID, CLIENT_SECRET) must be securely managed as environment variables.
Review RequiredView Analysis
mcp-servers
by amiralamox
Enables an AI agent (Claude) to interact with Jira, retrieving and analyzing project management data via JQL queries.
Enables an AI agent (Claude) to interact with Jira, retrieving and analyzing project management data via JQL queries.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️Jira account with API access (username/API token) required
- ⚠️Claude Desktop configuration required to connect the MCP server
- ⚠️Environment variables (.env file) must be set for Jira credentials and may need adjustment for custom field IDs specific to your Jira instance
Verified SafeView Analysis
k_base
by ArshavirH
A persistent, semantic memory layer for AI agents and human teams to store, retrieve, and evolve project context over time.
A persistent, semantic memory layer for AI agents and human teams to store, retrieve, and evolve project context over time.
Setup Requirements
- ⚠️Requires Java 21
- ⚠️Requires Docker and Docker Compose for local PostgreSQL with pgvector
- ⚠️Requires OpenAI API Key (Paid service for embeddings)
- ⚠️Requires Node.js for MCP Inspector if testing via 'npx'
Verified SafeView Analysis
kiket-mcp-server
by kiket-dev
Provides AI tools to interact with Kiket issues, comments, projects, and users, enabling AI assistants to manage Kiket programmatically via the Model Context Protocol (MCP).
Provides AI tools to interact with Kiket issues, comments, projects, and users, enabling AI assistants to manage Kiket programmatically via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires `KIKET_API_URL` and `KIKET_API_KEY` to be set as environment variables.
- ⚠️Requires a running Kiket instance for API interactions.
- ⚠️Setting `KIKET_VERIFY_SSL=false` can pose a security risk in production by disabling SSL certificate validation.
Review RequiredView Analysis
test-remote-server-mcp
by AyushSingh7404
An HTTP server for tracking personal expenses, allowing users to add, list, and summarize financial transactions through an API.
An HTTP server for tracking personal expenses, allowing users to add, list, and summarize financial transactions through an API.
Setup Requirements
- ⚠️Requires Python 3.13+ as specified in pyproject.toml.
- ⚠️Expense data stored in expenses.db within a temporary directory (tempfile.gettempdir()) may not persist across server or system restarts.
- ⚠️Requires 'fastmcp' and 'aiosqlite' libraries to be installed, typically handled by 'uv' or 'pip'.
Verified SafeView Analysis
my_gdb_mcp_server
by wstone0011
Enables AI models to interact with GDB for automated debugging and code analysis by exposing GDB operations and system shell commands via an MCP server.
Enables AI models to interact with GDB for automated debugging and code analysis by exposing GDB operations and system shell commands via an MCP server.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires fastmcp library
- ⚠️Requires pexpect library
Review RequiredView Analysis
minesweeper-mcp-server
by Xioto-ytb
An MCP server acting as an adapter for a Minesweeper game, enabling an agent to interact with the game via defined tools.
An MCP server acting as an adapter for a Minesweeper game, enabling an agent to interact with the game via defined tools.
Setup Requirements
- ⚠️Requires a separate Minesweeper game server to be running on `http://localhost:5000`.