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Vetted Servers(9120)
sample-mcp-server
by cs224
A sample server demonstrating the Model Context Protocol (MCP) for integrating custom data and tools with ChatGPT's Developer Mode.
A sample server demonstrating the Model Context Protocol (MCP) for integrating custom data and tools with ChatGPT's Developer Mode.
Setup Requirements
- ⚠️Requires ChatGPT Pro subscription with Developer Mode enabled.
- ⚠️Requires ngrok (or similar tunneling service) to expose the local server to the internet.
- ⚠️Requires Python 3.10 or higher.
- ⚠️This server is designed for testing and explicitly does not implement authentication, making it unsuitable for production use.
Verified SafeView Analysis
mcp-obsidian
by halbares
Enables AI agents to directly interact (read, search, write) with an Obsidian knowledge vault.
Enables AI agents to directly interact (read, search, write) with an Obsidian knowledge vault.
Setup Requirements
- ⚠️Requires `ripgrep` (rg) system dependency for optimal search performance.
- ⚠️Crucially requires the `OBSIDIAN_VAULT_PATH` environment variable to be set to an existing Obsidian vault directory.
- ⚠️A hardcoded fallback path (`/home/pablo/Baul_Obsidian`) for `OBSIDIAN_VAULT_PATH` exists in `src/server.py` if the environment variable is not set or valid, which will likely not work for other users.
- ⚠️Requires Python 3.12 or higher.
Verified SafeView Analysis
edupage-mcp
by peskaf
Serves as an MCP (Multi-Channel Platform) backend server for the EduPage service.
Serves as an MCP (Multi-Channel Platform) backend server for the EduPage service.
Setup Requirements
- ⚠️Requires Python 3.13.0 or higher.
- ⚠️Requires 'uv' package manager for environment setup.
Verified SafeView Analysis
rag-mcp-server
by Scarmonit
Provides semantic document search and management capabilities as a Model Context Protocol (MCP) server.
Provides semantic document search and management capabilities as a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Python >= 3.10.
- ⚠️ChromaDB and ONNX embedding models require local disk space (downloads on first use).
- ⚠️Needs specific MCP client configuration (e.g., Claude Desktop JSON config).
Verified SafeView Analysis
pysr-mcp-server
by archetana
Discovering interpretable mathematical equations from data using symbolic regression for scientific discovery, feature engineering, and data modeling.
Discovering interpretable mathematical equations from data using symbolic regression for scientific discovery, feature engineering, and data modeling.
Setup Requirements
- ⚠️Requires Julia backend installation (5-10 minutes) for PySR to function, which is a significant initial setup step.
- ⚠️Requires Python and specific libraries: `pysr`, `numpy`, `pandas`, (potentially `matplotlib`, `seaborn`, `sympy`, `psutil` based on dependencies in READMEs).
- ⚠️Relies on temporary files for data exchange between Node.js and Python, which might require appropriate file system permissions and sufficient disk space in `/tmp` or the configured `workDir`.
Verified SafeView Analysis
mcp-marketplace
by saraivabr
A marketplace and API gateway for Model Context Protocol (MCP) servers, enabling discovery, installation, and management of AI application capabilities.
A marketplace and API gateway for Model Context Protocol (MCP) servers, enabling discovery, installation, and management of AI application capabilities.
Setup Requirements
- ⚠️Requires Node.js 18+ for development and production.
- ⚠️Requires PostgreSQL 16 as the primary database.
- ⚠️Requires Redis 7 (optional but highly recommended for distributed rate limiting and session management in production).
- ⚠️Full feature set (e.g., publisher authentication) requires GitHub OAuth App credentials (client ID and secret).
- ⚠️Email notifications depend on an external service (e.g., Resend) with a configured API key and 'FROM_EMAIL'.
- ⚠️Analytics and error tracking require API keys for PostHog and Sentry, respectively.
Verified SafeView Analysis
jpilot-mcp
by jmcdice
Provides an MCP server to allow AI agents to manage Jira projects and issues.
Provides an MCP server to allow AI agents to manage Jira projects and issues.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Requires a Jira Cloud account and API token.
- ⚠️Manual editing of `.env` file is necessary after initial setup to configure Jira credentials.
- ⚠️Requires an MCP client (e.g., Claude Desktop, Augment Code) to interact with the server.
Verified SafeView Analysis
AdminAPI_MCP
by ctslone
Enables AI assistants like Claude to manage CData Arc instances and workflows through natural language interactions by wrapping the CData Arc Admin API.
Enables AI assistants like Claude to manage CData Arc instances and workflows through natural language interactions by wrapping the CData Arc Admin API.
Setup Requirements
- ⚠️Requires a running CData Arc instance with its Admin API enabled and accessible.
- ⚠️Requires CData Arc API base URL (`CDATA_BASE_URL`) and an admin-level authentication token (`CDATA_AUTH_TOKEN`) configured as environment variables.
- ⚠️Requires specific configuration within Claude Desktop's `claude_desktop_config.json`, including the correct absolute path to the compiled `dist/index.js` file and proper environment variable setup for Claude Desktop.
Verified SafeView Analysis
mcpx
by rossja
This project provides an adversarial MCP server for AI red-teaming and safety evaluation of AI tool integrations.
This project provides an adversarial MCP server for AI red-teaming and safety evaluation of AI tool integrations.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for the 'Web Search' tool to function.
- ⚠️Requires Python 3.10+ and uses the 'uv' package manager for dependency management.
- ⚠️Production deployment involves system-level configurations (Nginx, systemd, Certbot) and 'sudo' access, even with the provided automation scripts.
Verified SafeView Analysis
mcp
by LandonSchropp
This repository provides a personal toolkit for AI agents, containing skills and reusable documentation to streamline developer workflows within agent environments like Claude Code.
This repository provides a personal toolkit for AI agents, containing skills and reusable documentation to streamline developer workflows within agent environments like Claude Code.
Setup Requirements
- ⚠️Requires Bun runtime for TypeScript scripts.
- ⚠️Primarily designed as a plugin/toolkit for AI agent environments (e.g., Claude Code), not a standalone application.
- ⚠️The `WRITING_FORMAT` environment variable must be configured with a valid path to a markdown file for certain skills to function correctly.
Verified SafeView Analysis
mcp-servers
by jacekciszkowski-plum
Provides comprehensive JSON validation, analysis, and manipulation capabilities for developers.
Provides comprehensive JSON validation, analysis, and manipulation capabilities for developers.
Setup Requirements
- ⚠️Requires jsonschema library for schema validation (pip install jsonschema).
- ⚠️Requires PyYAML library for YAML conversion (pip install pyyaml).
- ⚠️Python 3.7+ is required.
- ⚠️MCP settings file path (`mcp_settings.json`) must be absolute and use double backslashes on Windows.
Verified SafeView Analysis
wp-media-mcp
by Akungapaul
Manages WordPress media library programmatically through a Model Context Protocol (MCP) server, allowing AI agents to upload, retrieve, list, update, and delete media.
Manages WordPress media library programmatically through a Model Context Protocol (MCP) server, allowing AI agents to upload, retrieve, list, update, and delete media.
Setup Requirements
- ⚠️Requires a running WordPress instance accessible via REST API.
- ⚠️WordPress 'Application Passwords' must be configured for authentication.
- ⚠️Requires Node.js runtime (version >=18 for @modelcontextprotocol/sdk dependency).
- ⚠️WP-CLI must be installed and configured on the WordPress server (or remotely via SSH) if WP-CLI dependent tools like 'regenerate_thumbnails' are to be used.