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Vetted Servers(9120)
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`.
Verified SafeView Analysis
mcp-taskwarrior-ai
by storypixel
Provides an AI-native bridge for Taskwarrior, enabling natural language task management, context awareness, and integration with ticket systems for AI agents like Claude Code.
Provides an AI-native bridge for Taskwarrior, enabling natural language task management, context awareness, and integration with ticket systems for AI agents like Claude Code.
Setup Requirements
- ⚠️Requires Taskwarrior to be installed and initialized ('task version').
- ⚠️Requires Node.js v20 or later to be installed.
- ⚠️The project must be built using `npm run build` before deployment, as the Claude Code configuration points to the compiled JavaScript in the `dist` directory.
- ⚠️The Claude Code `mcpServers` configuration requires the absolute path to the `dist/index.js` file.
Verified SafeView Analysis
ProxmoxMCP
by Harryc6
The Proxmox MCP server provides read-only access to Proxmox cluster, guest, and storage information for agents to update documentation and monitoring systems.
The Proxmox MCP server provides read-only access to Proxmox cluster, guest, and storage information for agents to update documentation and monitoring systems.
Setup Requirements
- ⚠️Requires Node.js runtime environment.
- ⚠️Requires a Proxmox API token with read-only permissions.
- ⚠️The environment variables PROXMOX_API_URL, PROXMOX_API_TOKEN_ID, and PROXMOX_API_TOKEN_SECRET must be set.
- ⚠️If Proxmox uses a self-signed TLS certificate, PROXMOX_TLS_INSECURE=1 must be set, which bypasses TLS verification.
Verified SafeView Analysis
stocks-mcp
by ghaidaa-24
Access comprehensive stock market data and analysis tools, optimized for LLMs, including technical analysis, screeners, pivot points, and support for Turkish stocks.
Access comprehensive stock market data and analysis tools, optimized for LLMs, including technical analysis, screeners, pivot points, and support for Turkish stocks.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Relies on Yahoo Finance data, which may be subject to rate limits or API changes that could affect data availability or accuracy.
Verified SafeView Analysis
spring-ai-mcp-server
by kairapavan
Provides National Provider Identifier (NPI) data as an external tool for integration with Spring AI applications.
Provides National Provider Identifier (NPI) data as an external tool for integration with Spring AI applications.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) to build and run.
- ⚠️The 'national_provider_identifier.json' file must be present at 'src/main/resources/static/' for successful application startup.
- ⚠️The application will fail to start due to a JSON parsing error if any 'BigInteger' field in the 'Npi' record (e.g., Npi, Entity_Type_Code, Postal_Code, Telephone_Number, Fax_Number) corresponds to an empty string ('""') in the 'national_provider_identifier.json' file.
Verified SafeView Analysis
agent-trading-platform
by jonathanjacka
An autonomous AI-powered stock trading platform featuring multiple AI agents with distinct trading strategies for researching markets, making trading decisions, and learning from experiences.
An autonomous AI-powered stock trading platform featuring multiple AI agents with distinct trading strategies for researching markets, making trading decisions, and learning from experiences.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid service)
- ⚠️Requires Polygon.io API Key (Paid service, Starter tier is 15-min delayed)
- ⚠️Requires Brave Search API Key (Paid service)
- ⚠️Requires Anthropic API Key (Paid service, implied for ConsultantAgent via AI SDK)
- ⚠️API_SECRET environment variable is crucial for protecting server endpoints in production; otherwise, they are publicly accessible.
Verified SafeView Analysis
prototype_chameleon
by clydewatts1
A dynamic, self-modifying MCP server enabling autonomous AI agents to evolve their capabilities at runtime through database-backed tool, resource, and prompt management, complemented by an AI-powered debugger.
A dynamic, self-modifying MCP server enabling autonomous AI agents to evolve their capabilities at runtime through database-backed tool, resource, and prompt management, complemented by an AI-powered debugger.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️LLM integration for the client debugger (e.g., Google Gemini or Ollama) requires an API key or a locally running Ollama server, respectively.
- ⚠️Using the SSE transport for the server requires installing additional Python packages: 'uvicorn' and 'starlette'.
Review RequiredView Analysis
mcp-test-repo-nov24
by LuluBeatson
This repository serves as a test bed for an MCP server, designed to validate the functionality of 18 associated tools.
This repository serves as a test bed for an MCP server, designed to validate the functionality of 18 associated tools.