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Vetted Servers(9120)
todo-mcp
by praveenganesh
A backend server for managing todo items, potentially incorporating multi-criteria planning logic.
A backend server for managing todo items, potentially incorporating multi-criteria planning logic.
Review RequiredView Analysis
abp-mcp-server
by ebicoglu
Provides ABP Framework-specific information to AI agents through a Model Context Protocol server by searching documentation, GitHub issues, support questions, and community articles.
Provides ABP Framework-specific information to AI agents through a Model Context Protocol server by searching documentation, GitHub issues, support questions, and community articles.
Setup Requirements
- ⚠️.NET SDK (version 8 or 9) must be installed
- ⚠️Expects JSON-RPC input via Stdin/Stdout
- ⚠️Likely requires a GitHub Personal Access Token for 'abp.github.issues.search' to avoid rate limits or for authenticated access.
Verified SafeView Analysis
generic-mcp-db-server
by stucchi
This server acts as an API gateway for AI agents, providing read-only access to MySQL and optionally MongoDB databases via the Model Context Protocol.
This server acts as an API gateway for AI agents, providing read-only access to MySQL and optionally MongoDB databases via the Model Context Protocol.
Setup Requirements
- ⚠️Requires an existing MySQL database (and optionally MongoDB) to connect to, this server does not host databases.
- ⚠️A strong API_KEY must be set via environment variable for production use, as the default is insecure.
- ⚠️Best run via Docker; alternatively, requires Node.js (>=20.0.0) and npm.
Verified SafeView Analysis
gilhari_simple_example
by SoftwareTree
Develop a RESTful microservice for CRUD operations on JSON objects with user-specified IDs using the Gilhari ORM framework.
Develop a RESTful microservice for CRUD operations on JSON objects with user-specified IDs using the Gilhari ORM framework.
Setup Requirements
- ⚠️Docker required
- ⚠️JDK 1.8+ required for recompilation (if modifying source)
- ⚠️Gilhari SDK and JX_HOME environment variable required for development/customization
Verified SafeView Analysis
mcp-server
by mdarkanurl
This server application, written in TypeScript, appears designed to automate the creation and management of discussions, likely for a community or project platform.
This server application, written in TypeScript, appears designed to automate the creation and management of discussions, likely for a community or project platform.
Setup Requirements
- ⚠️Requires Node.js runtime and npm/yarn for dependency installation and execution.
- ⚠️Likely requires API keys or credentials for an external discussion platform (e.g., GitHub, Discourse) to function.
Review RequiredView Analysis
crav-mcp-github
by CR-AudioViz-AI
An API server for GitHub automation, enabling AI agents (like Javari AI) to programmatically manage repositories, commit code, and handle other GitHub resources.
An API server for GitHub automation, enabling AI agents (like Javari AI) to programmatically manage repositories, commit code, and handle other GitHub resources.
Setup Requirements
- ⚠️Requires a GitHub Personal Access Token (GITHUB_TOKEN) with repository permissions.
- ⚠️Requires a custom secret API key (MCP_API_KEY) for authenticating requests to the server's API.
- ⚠️Requires Node.js and npm to run.
Verified SafeView Analysis
new-mcp-server
by adityac7
This server acts as a robust data management and API platform, designed for processing, analyzing, and serving data, potentially with AI-driven metadata generation capabilities.
This server acts as a robust data management and API platform, designed for processing, analyzing, and serving data, potentially with AI-driven metadata generation capabilities.
Setup Requirements
- ⚠️PostgreSQL database required for data storage and schema.
- ⚠️Configuration relies heavily on environment variables (e.g., in `.env.example`) for database connections, API keys, and other settings.
- ⚠️Docker is recommended for simplified local setup, requiring Docker Desktop or a similar containerization environment.
- ⚠️Potential requirement for external AI API keys if the `generate_ai_metadata.py` script utilizes paid third-party AI services.
Verified SafeView Analysis
mcp-servers
by Sergio-Oracle
Facilitates LLM interaction with Moodle LMS for course, student, assignment, and quiz management, including AI-assisted auto-correction and reporting.
Facilitates LLM interaction with Moodle LMS for course, student, assignment, and quiz management, including AI-assisted auto-correction and reporting.
Setup Requirements
- ⚠️Requires a Moodle API token with appropriate administrator-level permissions, which must be generated manually within Moodle.
- ⚠️Requires Node.js v18 or higher to run the server.
- ⚠️For network mode, the `socat` utility must be installed on the server, and specific firewall rules are necessary to secure network access to the MCP server on port 3000.
- ⚠️The `MOODLE_COURSE_ID` environment variable is crucial for many tools, acting as a default course identifier if not explicitly provided in tool arguments.
Verified SafeView Analysis
MCP-Server
by DhimanMajumdar
An AI-powered tool for searching, retrieving, and summarizing online documentation for specified libraries.
An AI-powered tool for searching, retrieving, and summarizing online documentation for specified libraries.
Setup Requirements
- ⚠️Requires GROQ_API_KEY (Paid)
- ⚠️Requires SERPER_API_KEY (Paid)
- ⚠️Requires 'uv' (a fast Python package installer and runner) to execute the server
- ⚠️Requires Python 3.11 or higher
Verified SafeView Analysis
spicedocs-mcp
by medley56
Provides an MCP server for Claude to access and search a local archive of NAIF SPICE documentation.
Provides an MCP server for Claude to access and search a local archive of NAIF SPICE documentation.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires the `uv` package manager for installation and execution.
- ⚠️Requires an internet connection (~28MB) and at least 100MB of disk space for the initial documentation download.
Verified SafeView Analysis
pgyer-mcp-server
by PGYER
This server provides a Model Context Protocol (MCP) interface to interact with the PGYER platform for mobile application (IPA/APK) distribution, testing, and version management.
This server provides a Model Context Protocol (MCP) interface to interact with the PGYER platform for mobile application (IPA/APK) distribution, testing, and version management.
Setup Requirements
- ⚠️Requires PGYER_API_KEY environment variable to be set for authentication with the PGYER platform (a PGYER account is needed).
- ⚠️Requires Node.js version 16.0.0 or higher.
Verified SafeView Analysis
feishu--MCP-server
by zmlAEQ
This server integrates FeiShu APIs (documents, bots, chats, multi-dimensional tables) with AI models via the Model Context Protocol (MCP) to enable tools-based RAG workflows and automated interactions.
This server integrates FeiShu APIs (documents, bots, chats, multi-dimensional tables) with AI models via the Model Context Protocol (MCP) to enable tools-based RAG workflows and automated interactions.
Setup Requirements
- ⚠️Requires Node.js 23.0 or higher.
- ⚠️Requires pnpm package manager.
- ⚠️Requires a valid FeiShu developer account and a custom application with appropriate permissions.