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Vetted Servers(9120)
mcp_custom_server
by sahilpate3345
A Streamlit-based chatbot that uses MCP and LangGraph to perform general math tasks.
A Streamlit-based chatbot that uses MCP and LangGraph to perform general math tasks.
Setup Requirements
- ⚠️Requires GOOGLE_API_KEY (Paid) to interact with the Gemini LLM.
- ⚠️The MCP Server (custom_mcp_server.py) must be running locally on http://127.0.0.1:8000 before the client/web interface can connect.
- ⚠️Requires Python environment setup with specific dependencies (e.g., mcp, langchain-mcp-adapters, langchain-google-genai, langgraph, streamlit, python-dotenv).
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ib-api-tools-mcp-server
by ibproduct
Provides a secure MCP server for AI assistants to interact with IntelligenceBank APIs using OAuth 2.0 authentication and compliance review tools.
Provides a secure MCP server for AI assistants to interact with IntelligenceBank APIs using OAuth 2.0 authentication and compliance review tools.
Setup Requirements
- ⚠️Requires an IntelligenceBank account with API access and an OAuth client configured to obtain OAUTH_CLIENT_ID and platform-specific credentials.
- ⚠️Relies on an external IntelligenceBank OAuth Bridge service (specified by OAUTH_BRIDGE_URL) for the OAuth 2.0 flow.
- ⚠️Requires careful environment variable configuration (e.g., OAUTH_CLIENT_ID, OAUTH_REDIRECT_URI, OAUTH_BRIDGE_URL) for both local development and production.
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wdf2025-fiori-innov-day-mcp-server
by SAP-samples
This repository provides a hands-on tutorial for agentic app development with AI clients (Cline) and SAP's MCP servers to create and modify SAP Fiori applications.
This repository provides a hands-on tutorial for agentic app development with AI clients (Cline) and SAP's MCP servers to create and modify SAP Fiori applications.
Setup Requirements
- ⚠️Requires access to SAP Business Application Studio (SBAS).
- ⚠️Requires API keys for AI providers (e.g., Anthropic Claude, Google Gemini) which may incur costs and need to be obtained and configured.
- ⚠️Relies on `npx` to download and run MCP server packages, requiring a Node.js environment and network access.
Verified SafeView Analysis
ratatoskr-mcp-server
by sramkrishna
A local MCP server for GNOME desktop integration, offering desktop management, AI-powered image analysis, face recognition, and file operations.
A local MCP server for GNOME desktop integration, offering desktop management, AI-powered image analysis, face recognition, and file operations.
Setup Requirements
- ⚠️Python 3.9-3.13 only (3.14+ not supported)
- ⚠️Requires GNOME desktop environment for core features
- ⚠️Podman required for AI image analysis and a ~4.3GB model download
Verified SafeView Analysis
onasis-mcp-server
by lanonasis
Provides a unified API gateway and Model Context Protocol (MCP) server for enterprise memory management (Memory as a Service - MaaS), AI agent integration, and secure API key management, with real-time updates and workflow orchestration capabilities.
Provides a unified API gateway and Model Context Protocol (MCP) server for enterprise memory management (Memory as a Service - MaaS), AI agent integration, and secure API key management, with real-time updates and workflow orchestration capabilities.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for memory embeddings and AI workflow orchestration.
- ⚠️Requires a Supabase account (PostgreSQL with vector extensions enabled) for persistent storage and database functions.
- ⚠️Requires a Redis instance for OAuth state management and API key caching.
- ⚠️Critical security defaults are present (e.g., default JWT_SECRET, EMERGENCY_BOOTSTRAP_TOKEN) that MUST be changed before any serious deployment.
- ⚠️Complex environment variable configuration is necessary for full functionality, spanning database, AI, caching, and several internal service URLs.
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PyMcp
by raffaeler
Demonstrates a sample Model Context Protocol (MCP) server with basic text processing and AI integration using the Python FastMCP library.
Demonstrates a sample Model Context Protocol (MCP) server with basic text processing and AI integration using the Python FastMCP library.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️The `oneLiner` tool uses `context.sample()` which necessitates an underlying LLM configured (e.g., an OpenAI API key or local LLM setup) for full functionality.
- ⚠️The `uv` package manager is strongly suggested for dependency management.
Verified SafeView Analysis
elevenlabs-mcp-tts
by kurojs
Integrates ElevenLabs Text-to-Speech with OpenCode, allowing an AI assistant to speak its responses aloud through a Model Context Protocol (MCP) server.
Integrates ElevenLabs Text-to-Speech with OpenCode, allowing an AI assistant to speak its responses aloud through a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires ElevenLabs API Key (paid service)
- ⚠️Automatic audio playback requires PulseAudio (Linux only)
- ⚠️Requires OpenCode with MCP support for full integration
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mcp-servers
by hitosh308
A minimal Japanese web interface for listing and filtering Model Context Protocol (MCP) servers from a live registry, with a local data fallback.
A minimal Japanese web interface for listing and filtering Model Context Protocol (MCP) servers from a live registry, with a local data fallback.
Setup Requirements
- ⚠️PHP is required to run the server.
Verified SafeView Analysis
loist-mcp-server
by DelicateAlchemy
Processes audio files from URLs, extracts comprehensive metadata, stores them in Google Cloud Storage, and provides a searchable library via a Music Library Protocol (MCP) API.
Processes audio files from URLs, extracts comprehensive metadata, stores them in Google Cloud Storage, and provides a searchable library via a Music Library Protocol (MCP) API.
Setup Requirements
- ⚠️Requires PostgreSQL database instance (local or Cloud SQL).
- ⚠️Requires Google Cloud Storage bucket and appropriate service account permissions.
- ⚠️Requires FFmpeg binary installed and accessible in system PATH.
- ⚠️Requires ExifTool binary installed and accessible in system PATH.
Verified SafeView Analysis
easypost-mcp-project
by bischoff99
A multi-country platform server designed to integrate with and manage EasyPost shipping logistics across various geographical regions.
A multi-country platform server designed to integrate with and manage EasyPost shipping logistics across various geographical regions.
Setup Requirements
- ⚠️Requires EasyPost API Key (Account required)
- ⚠️Requires a specific Python version (defined in .python-version)
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mcp-hubspot-server
by enzokamal
Provides a Model Context Protocol (MCP) server for interacting with the HubSpot CRM API, allowing AI agents to manage companies, contacts, leads, engagements, associations, and products.
Provides a Model Context Protocol (MCP) server for interacting with the HubSpot CRM API, allowing AI agents to manage companies, contacts, leads, engagements, associations, and products.
Setup Requirements
- ⚠️Requires `HUBSPOT_ACCESS_TOKEN` environment variable.
- ⚠️Requires Node.js 18+.
- ⚠️Uses `pnpm` for package management (though `npm` might also work).
Verified SafeView Analysis
Chatbot_Agent
by mhosseinkarimi
A chatbot agent leveraging large language models to interact with users and perform web scraping, crawling, and data extraction tasks via the Firecrawl service.
A chatbot agent leveraging large language models to interact with users and perform web scraping, crawling, and data extraction tasks via the Firecrawl service.
Setup Requirements
- ⚠️Requires Node.js (version 16 or higher) and npx to be installed and in the system PATH.
- ⚠️Requires an OPENAI_API_KEY environment variable (OpenAI is a paid service).
- ⚠️Requires a FIRECRAWL_API_KEY environment variable.
- ⚠️Requires Python 3.12 or newer.