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Vetted Servers(9120)
agentor
by CelestoAI
Build and deploy scalable AI agents that can interact with various tools and communicate via A2A and MCP protocols.
Build and deploy scalable AI agents that can interact with various tools and communicate via A2A and MCP protocols.
Setup Requirements
- ⚠️Requires API keys for LLMs (e.g., OPENAI_API_KEY, LLM_API_KEY) and various tools (e.g., WEATHER_API_KEY, BRIGHT_DATA_API_KEY, GITHUB_TOKEN, SLACK_TOKEN, CELESTO_API_KEY) which may involve paid services.
- ⚠️Dependencies for specific tools (e.g., `psycopg2-binary` for PostgreSQL, `PyGithub` for GitHub) are optional and must be installed with `pip install agentor[<extra>]` as needed.
- ⚠️Setting up Google OAuth credentials is required for `GmailTool`.
- ⚠️Requires Python 3.10 or higher.
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memorizer-v1
by petabridge
A .NET-based service for AI agents to store, retrieve, and search through memories using vector embeddings, featuring asynchronous chunking, version control, and relationship management.
A .NET-based service for AI agents to store, retrieve, and search through memories using vector embeddings, featuring asynchronous chunking, version control, and relationship management.
Setup Requirements
- ⚠️Docker and Docker Compose are required for easy setup and dependency management.
- ⚠️An Ollama service (or compatible LLM/embedding API) is required for vector embeddings and LLM operations, which is typically managed via Docker Compose.
- ⚠️PostgreSQL with the pgvector extension is required as the primary data store.
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cursor-cloud-agent-mcp
by jxnl
This MCP server acts as a gateway, allowing AI assistants to interact with the Cursor Cloud Agents API to create, manage, and monitor automated tasks on GitHub repositories.
This MCP server acts as a gateway, allowing AI assistants to interact with the Cursor Cloud Agents API to create, manage, and monitor automated tasks on GitHub repositories.
Setup Requirements
- ⚠️Requires `CURSOR_API_KEY` environment variable, obtained from cursor.com/settings.
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Local Git CLI must be installed for `get_repos` to detect local repositories.
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Frappe_Assistant_Core
by buildswithpaul
AI-powered business data analysis and document management by connecting Claude Desktop (or other LLMs) to Frappe ERP systems.
AI-powered business data analysis and document management by connecting Claude Desktop (or other LLMs) to Frappe ERP systems.
Setup Requirements
- ⚠️Requires a running Frappe/ERPNext instance with the `frappe_assistant_core` app installed and API access enabled.
- ⚠️Requires extensive Python data science libraries (e.g., pandas, numpy, matplotlib, seaborn, plotly, scipy, pypdf, Pillow, python-docx, pdfplumber) to be installed in the Frappe environment.
- ⚠️Requires a system-level Tesseract OCR installation for image and scanned PDF content extraction.
- ⚠️OAuth 2.0 configuration for LLM clients, including generating API credentials and potentially configuring CORS for development tools.
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rocketship
by rocketship-ai
This MCP server assists AI coding agents by providing Rocketship testing examples, optimal test structure, schema information, CLI guidance, and codebase analysis to help agents write better Rocketship tests.
This MCP server assists AI coding agents by providing Rocketship testing examples, optimal test structure, schema information, CLI guidance, and codebase analysis to help agents write better Rocketship tests.
Setup Requirements
- ⚠️Requires Node.js 18+ to run the MCP server.
- ⚠️The build process requires the Go-based Rocketship CLI to be buildable and runnable for dynamic introspection, implying a Go development environment dependency during compilation.
- ⚠️Full functionality of the integrated 'agent' plugin (which consumes this MCP server's knowledge) depends on `ANTHROPIC_API_KEY` and `claude-agent-sdk` (installed via pip), incurring external API costs and Python dependencies.
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context-engine
by Kirachon
Provides an agent-agnostic local context engine via Model Context Protocol (MCP) for coding agents, enabling semantic search, planning, code review, and prompt enhancement with AI integration.
Provides an agent-agnostic local context engine via Model Context Protocol (MCP) for coding agents, enabling semantic search, planning, code review, and prompt enhancement with AI integration.
Setup Requirements
- ⚠️Requires Node.js 18 or higher to run.
- ⚠️Requires Auggie CLI (`npm install -g @augmentcode/auggie`) for setup and authentication.
- ⚠️Relies on an external Augment API Token (`AUGMENT_API_TOKEN` environment variable or `auggie login`), which likely incurs costs for LLM and embedding services. Offline mode (`CONTEXT_ENGINE_OFFLINE_ONLY=true`) can be enabled, but requires a pre-built local index and disables online features.
- ⚠️Optional static analysis features require `tsc` (TypeScript) and optionally `semgrep` to be installed and available in the system's PATH.
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gistpad-mcp
by lostintangent
Manages and shares personal knowledge, daily notes, and reusable prompts via GitHub Gists for MCP-enabled AI products.
Manages and shares personal knowledge, daily notes, and reusable prompts via GitHub Gists for MCP-enabled AI products.
Setup Requirements
- ⚠️Requires a GitHub Personal Access Token (PAT) with 'gist' scope set as `GITHUB_TOKEN` environment variable.
- ⚠️Requires Node.js v22.0.0 or higher.
- ⚠️Requires manual configuration in the MCP client to add the server's command and environment variables.
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mcp-proxy
by punkpeye
A TypeScript streamable HTTP and SSE proxy for MCP servers that use stdio transport.
A TypeScript streamable HTTP and SSE proxy for MCP servers that use stdio transport.
Setup Requirements
- ⚠️Requires a running MCP server accessible via stdio (e.g., a local Node.js or Python process).
- ⚠️Requires Node.js installed in the environment.
- ⚠️Using `--shell` or `--tunnel` options with an untrusted underlying MCP server exposes significant security risks.
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supermcp
by dhanababum
A multi-tenant SQL database connector for the MCP platform, enabling AI assistants to interact with various SQL databases like PostgreSQL, MySQL, MSSQL, Oracle, Snowflake, and SQLite through a unified interface.
A multi-tenant SQL database connector for the MCP platform, enabling AI assistants to interact with various SQL databases like PostgreSQL, MySQL, MSSQL, Oracle, Snowflake, and SQLite through a unified interface.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️Deployment is primarily demonstrated via Docker and Docker Compose, requiring familiarity with containerization.
- ⚠️The core `app` backend requires a PostgreSQL database (TimescaleDB recommended). Specific database drivers (e.g., `psycopg2-binary`, `pymysql`) must be installed for each target SQL database type the connector intends to support.
- ⚠️The hardcoded `SECRET = "SECRET"` in `app/src/users.py` for user authentication tokens must be manually changed in the source code or overridden via environment variables for any non-development deployment to prevent critical security vulnerabilities.
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teslamate-mcp
by cobanov
Connects a TeslaMate PostgreSQL database to AI assistants, enabling natural language queries about Tesla vehicle data and analytics.
Connects a TeslaMate PostgreSQL database to AI assistants, enabling natural language queries about Tesla vehicle data and analytics.
Setup Requirements
- ⚠️Requires an existing and running TeslaMate instance with a PostgreSQL database.
- ⚠️Requires the `DATABASE_URL` environment variable to be configured correctly.
- ⚠️Authentication is optional but highly recommended for remote deployments; otherwise, the server will be publicly accessible.
- ⚠️Python 3.11+ or Docker is required for setup.
Verified SafeView Analysis
codex-mcp-server
by tuannvm
Serves as a Model Context Protocol (MCP) bridge to integrate OpenAI's Codex CLI for AI-powered code analysis, generation, and review within various editors like Claude Code, VS Code, and Cursor.
Serves as a Model Context Protocol (MCP) bridge to integrate OpenAI's Codex CLI for AI-powered code analysis, generation, and review within various editors like Claude Code, VS Code, and Cursor.
Setup Requirements
- ⚠️Requires Codex CLI v0.75.0+ to be installed globally.
- ⚠️Requires an OpenAI API key for authentication with the Codex CLI (implies paid usage).
- ⚠️User must explicitly log in to Codex CLI via `codex login --api-key "your-openai-api-key"`.
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dash-mcp-server
by Kapeli
Provides tools to interact with the Dash documentation browser API for listing docsets, searching documentation, and enabling full-text search.
Provides tools to interact with the Dash documentation browser API for listing docsets, searching documentation, and enabling full-text search.
Setup Requirements
- ⚠️Requires macOS to run the Dash application.
- ⚠️Requires Dash 8 or higher to be installed.
- ⚠️Requires Python 3.12 or higher (as per pyproject.toml).
- ⚠️The Dash API server must be enabled in Dash Settings > Integration, although the server attempts to enable it automatically.