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Vetted Servers(9120)
mcp-server-langgraph-demo
by pravinmenghani1
This project demonstrates a server-side application integrating the LangGraph library, likely for building and orchestrating AI agent workflows.
This project demonstrates a server-side application integrating the LangGraph library, likely for building and orchestrating AI agent workflows.
Setup Requirements
- ⚠️Requires an API key for a Language Model Provider (e.g., OpenAI, Anthropic).
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kommo-mcp-server
by cardosolucass96
Enables AI agents to interact with Kommo CRM by providing a Model Context Protocol (MCP) server over HTTP.
Enables AI agents to interact with Kommo CRM by providing a Model Context Protocol (MCP) server over HTTP.
Setup Requirements
- ⚠️Requires `MCP_PASSWORD` environment variable to be set; the server will not start without it.
- ⚠️Requires a valid Kommo CRM subdomain and an API Access Token, both to be provided in the Bearer authentication token.
- ⚠️The server is a Node.js application, requiring Node.js (v18+) and npm/yarn for installation and execution.
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iwsdk-mcp
by nparashuram
A RAG-powered Model Context Protocol server designed to assist developers with Immersive Web SDK development.
A RAG-powered Model Context Protocol server designed to assist developers with Immersive Web SDK development.
Setup Requirements
- ⚠️Requires Node.js and npm to prepare and run the server.
- ⚠️Requires a local clone of the 'immersive-web-sdk' repository to prepare the RAG system.
- ⚠️Client configuration needs the absolute path to the 'iwsdk-mcp' build output (e.g., '/absolute/path/to/iwsdk-mcp/build/index.js').
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badger-graph
by floydw1234
Visualizes, searches, and queries code graphs to enhance code understanding and assist LLMs in coding tasks.
Visualizes, searches, and queries code graphs to enhance code understanding and assist LLMs in coding tasks.
Setup Requirements
- ⚠️Requires Docker for Dgraph setup (`badger init_graph`)
- ⚠️Requires GPU with CUDA support for embedding generation (`EmbeddingService` checks `torch.cuda.is_available()` and compute capability)
- ⚠️Relies on local (vLLM/Ollama) or remote OpenAI-compatible LLMs for semantic search and agent responses
- ⚠️Requires a Dgraph instance (local or remote) to be running and accessible
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Github-MCP-Server
by relix23
Provides a lightweight Model Context Protocol (MCP) server for integrating with GitHub APIs to fetch, transform, cache, and route GitHub data, acting as a bridge for client applications.
Provides a lightweight Model Context Protocol (MCP) server for integrating with GitHub APIs to fetch, transform, cache, and route GitHub data, acting as a bridge for client applications.
Setup Requirements
- ⚠️Requires Python 3.10 or newer.
- ⚠️An active GitHub API token is mandatory for authenticating with GitHub, particularly for accessing private resources or performing write operations.
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Cohort-MCP-Server
by Ali2220
Enables an AI model (specifically Google Gemini) to interact with and utilize custom external tools/functions defined on a local server via the Model Context Protocol.
Enables an AI model (specifically Google Gemini) to interact with and utilize custom external tools/functions defined on a local server via the Model Context Protocol.
Setup Requirements
- ⚠️Requires a Google Gemini API Key configured as GEMINI_API_KEY in a .env file (likely a paid service).
- ⚠️Requires Node.js runtime (version 20.0.0 or higher as per @google/genai dependency).
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incode-idv-mcp
by IncodeTechnologies
Integrates Incode's identity verification into AI assistants like Claude, enabling tools for generating verification links, checking session status, retrieving scores, and managing authentication tokens.
Integrates Incode's identity verification into AI assistants like Claude, enabling tools for generating verification links, checking session status, retrieving scores, and managing authentication tokens.
Setup Requirements
- ⚠️Requires Incode API Key (signup required at mcp-playground.labs.incode.com)
- ⚠️Requires Claude Desktop App
- ⚠️Requires Node.js/npm environment for `npx` command
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quercle-mcp
by quercledev
Provides AI-powered web fetching and search capabilities to AI agents via the Model Context Protocol (MCP).
Provides AI-powered web fetching and search capabilities to AI agents via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a Quercle API key (paid service) from quercle.dev.
- ⚠️Relies on the external Quercle API for all core functionality.
- ⚠️Requires Node.js version 18 or higher.
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mcp-server-connect
by Areeshsheikh
The provided source code serves as a static biographical document detailing the life and legacy of Muhammad Ali Jinnah.
The provided source code serves as a static biographical document detailing the life and legacy of Muhammad Ali Jinnah.
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resume-mcp
by bhishman-desai
A Model Context Protocol (MCP) server for managing and versioning resume data stored in a PostgreSQL database, with robust validation and safety features.
A Model Context Protocol (MCP) server for managing and versioning resume data stored in a PostgreSQL database, with robust validation and safety features.
Setup Requirements
- ⚠️Requires a PostgreSQL database connection (e.g., via DATABASE_URL or individual DB_HOST/PORT/NAME/USER/PASSWORD environment variables).
- ⚠️An API_KEY environment variable must be set for all write and restore operations (update_resume, patch_resume, restore_version).
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ionix-mcp-server
by Cyberpion-Github
The server provides an MCP interface for Claude Desktop and other clients to query IONIX API for asset information, security findings, assessments, and remediation items.
The server provides an MCP interface for Claude Desktop and other clients to query IONIX API for asset information, security findings, assessments, and remediation items.
Setup Requirements
- ⚠️Requires Claude Desktop or another compatible Model Context Protocol (MCP) client for full integration.
- ⚠️Requires an active IONIX API Key and Account Name, which implies an existing IONIX account (likely a paid service). API keys have expiry dates that must be managed.
- ⚠️Requires the 'uv' package manager for installation as per the official usage instructions.
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mach3ui-mcp
by mach3builders
Provides structured access to Mach3UI component documentation, code snippets, and design tokens for AI assistants via the Model Context Protocol (MCP).
Provides structured access to Mach3UI component documentation, code snippets, and design tokens for AI assistants via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js 18+ runtime
- ⚠️Requires an AI assistant or tool that supports the Model Context Protocol (MCP) to be functional