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Vetted Servers(9120)
heroku-mcp-server
by heroku
The Heroku Platform MCP Server enables large language models (LLMs) to interact with and manage Heroku Platform resources through a set of specialized tools.
The Heroku Platform MCP Server enables large language models (LLMs) to interact with and manage Heroku Platform resources through a set of specialized tools.
Setup Requirements
- ⚠️Requires Heroku CLI version 10.10.0 or higher to be installed globally.
- ⚠️Requires Node.js version 20 or higher.
- ⚠️If using the `npx` command to run, the `HEROKU_API_KEY` environment variable must be explicitly set with a Heroku authorization token.
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sqrl
by DataSQRL
A build tool and CLI for compiling, running, and testing DataSQRL projects, including the deployment of GraphQL, REST, and Micro-Context Protocol (MCP) API servers, Flink stream processing jobs, and database interactions.
A build tool and CLI for compiling, running, and testing DataSQRL projects, including the deployment of GraphQL, REST, and Micro-Context Protocol (MCP) API servers, Flink stream processing jobs, and database interactions.
Setup Requirements
- ⚠️Docker required for full local development/testing environment, orchestrating services like PostgreSQL, Kafka (Redpanda), and Flink.
- ⚠️Requires `jbang` CLI tool to be installed and available in the system PATH for compiling Java User-Defined Functions (UDFs).
- ⚠️Requires `rpk` (Redpanda) and `postgresql` binaries for local service management if internal services are enabled and not overridden by external configurations.
- ⚠️Java 11 or higher Runtime Environment is required.
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nutrient-dws-mcp-server
by PSPDFKit
Integrates Nutrient DWS Processor API with AI assistants for powerful PDF document processing, including digital signing, editing, OCR, and redaction.
Integrates Nutrient DWS Processor API with AI assistants for powerful PDF document processing, including digital signing, editing, OCR, and redaction.
Setup Requirements
- ⚠️Requires a Nutrient DWS API key (Paid service).
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Strongly recommended to enable sandbox mode by setting `SANDBOX_PATH` environment variable; otherwise, file operations are unrestricted and pose a security risk.
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code-buddy
by Abhi-vish
Provides an AI-powered coding companion with comprehensive file system and development tools, integrating with MCP-compatible clients like Claude Desktop.
Provides an AI-powered coding companion with comprehensive file system and development tools, integrating with MCP-compatible clients like Claude Desktop.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires Python 3.13 or higher
- ⚠️Requires uv package manager for dependency management
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mcp-server
by cap-js
A Model Context Protocol (MCP) server designed to assist AI models in the development of SAP Cloud Application Programming Model (CAP) applications by providing tools for model analysis and documentation search.
A Model Context Protocol (MCP) server designed to assist AI models in the development of SAP Cloud Application Programming Model (CAP) applications by providing tools for model analysis and documentation search.
Setup Requirements
- ⚠️Requires Node.js version 20 or higher.
- ⚠️Initial Model Download: On first use of embedding-related features (e.g., `search_docs`), the server downloads a multi-megabyte ONNX model and tokenizer files from huggingface.co, requiring an active internet connection and local storage.
- ⚠️Requires an MCP client (e.g., VS Code extension like Cline, opencode, GitHub Copilot agent mode) to interact with the server.
Verified SafeView Analysis
nist-csf-2-mcp-server
by rocklambros
A professional cybersecurity assessment backend API for NIST CSF 2.0, providing real-time dashboards and executive reporting capabilities.
A professional cybersecurity assessment backend API for NIST CSF 2.0, providing real-time dashboards and executive reporting capabilities.
Setup Requirements
- ⚠️Requires Node.js environment (supports ES Modules).
- ⚠️Uses a local SQLite database for persistence, requiring careful management for production deployments.
- ⚠️This repository contains only the backend API; a separate frontend project is needed for a full GUI.
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responsible-vibe-mcp
by mrsimpson
Manages conversation state and guides LLM coding agents through structured software development workflows with long-term project memory and multi-agent collaboration.
Manages conversation state and guides LLM coding agents through structured software development workflows with long-term project memory and multi-agent collaboration.
Setup Requirements
- ⚠️Requires Node.js >=18.0.0
- ⚠️Requires pnpm >=9.0.0 (specifically pnpm@9.14.2 is noted in lockfile)
- ⚠️Requires 'Beads' CLI tool (`bd`) for task tracking functionality.
- ⚠️Requires Git repository initialized for full functionality related to branch management and commit behavior.
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extract-llms-docs
by nirholas
Extracts, parses, and organizes documentation from websites (llms.txt, install.md) for AI agents, LLMs, and automation workflows, offering structured, agent-ready formats and generation tools.
Extracts, parses, and organizes documentation from websites (llms.txt, install.md) for AI agents, LLMs, and automation workflows, offering structured, agent-ready formats and generation tools.
Setup Requirements
- ⚠️Anthropic API Key (ANTHROPIC_API_KEY) is required for AI-powered `install.md` generation (paid service).
- ⚠️Outbound internet access is required for the server to fetch documentation URLs and interact with external APIs (e.g., GitHub, Anthropic).
- ⚠️GitHub Token is recommended for `install.md` generation from private GitHub repositories or to avoid GitHub API rate limits.
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codebase-context
by PatrickSys
Provides AI coding agents with real-time, context-rich insights into a codebase's patterns, libraries, architecture, and conventions to improve code generation quality and alignment with team standards.
Provides AI coding agents with real-time, context-rich insights into a codebase's patterns, libraries, architecture, and conventions to improve code generation quality and alignment with team standards.
Setup Requirements
- ⚠️Initial indexing can take several minutes for large codebases (~2-5 mins for 30k files) and requires downloading a ~130MB model for local embedding.
- ⚠️Requires `OPENAI_API_KEY` if `EMBEDDING_PROVIDER` is set to 'openai' (a paid service).
- ⚠️Full pattern momentum analysis (rising/declining patterns) depends on the project being a Git repository.
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hayhooks
by deepset-ai
Deploy and serve Haystack Pipelines and Agents as REST APIs or MCP Tools, with OpenAI compatibility and Open WebUI integration, including support for RAG systems with file uploads and streaming.
Deploy and serve Haystack Pipelines and Agents as REST APIs or MCP Tools, with OpenAI compatibility and Open WebUI integration, including support for RAG systems with file uploads and streaming.
Setup Requirements
- ⚠️Requires Docker for running Elasticsearch (in RAG example) or for containerized Hayhooks deployment.
- ⚠️Requires OpenAI API Key (paid service) for many LLM components used in examples and quick start guides.
- ⚠️Requires Python 3.10+.
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gdb-mcp-server
by yywz1999
Provides an AI-assisted debugging server for GDB using the Model Context Protocol, enabling AI agents to interact with and control GDB sessions.
Provides an AI-assisted debugging server for GDB using the Model Context Protocol, enabling AI agents to interact with and control GDB sessions.
Setup Requirements
- ⚠️Requires Python 3.7+ (tested with 3.11).
- ⚠️Requires platform-specific dependencies like `pexpect` (Linux/macOS), `xdotool` (Linux for keyboard fallback), and `pyautogui` (Windows for keyboard fallback).
- ⚠️Optimal terminal experience requires iTerm2 on macOS and tmux on Linux.
- ⚠️A GDB process must be running and accessible in a specific terminal setup for the server to attach and interact reliably.
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thoughtbox
by Kastalien-Research
Provides a durable, local-first reasoning ledger and structured cognitive tools for AI agents, enabling step-by-step thinking, branching, revisions, and autonomous critique, with progressive tool disclosure and client compatibility adaptations.
Provides a durable, local-first reasoning ledger and structured cognitive tools for AI agents, enabling step-by-step thinking, branching, revisions, and autonomous critique, with progressive tool disclosure and client compatibility adaptations.
Setup Requirements
- ⚠️Requires Node.js 22+ to be installed on the system.
- ⚠️Requires specific JSON configuration to integrate with supported MCP clients (e.g., Claude Code, GitHub Copilot).
- ⚠️The 'thoughtbox_gateway' tool is frequently needed for clients that don't refresh tool lists mid-turn (e.g., streaming HTTP clients).