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Vetted Servers(9120)
A local Model Context Protocol (MCP) server enabling AI agents to securely interact with IBM OpenPages GRC platform.
A local Model Context Protocol (MCP) server enabling AI agents to securely interact with IBM OpenPages GRC platform.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires access to an IBM OpenPages instance with valid authentication credentials (username/password or API key)
- ⚠️Requires manual configuration of connection and authentication details in a `.env` file
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muster
by giantswarm
Muster is a control plane that aggregates and manages Model Context Protocol (MCP) servers, providing AI agents with intelligent tool discovery, dynamic service orchestration, and workflow automation for infrastructure management.
Muster is a control plane that aggregates and manages Model Context Protocol (MCP) servers, providing AI agents with intelligent tool discovery, dynamic service orchestration, and workflow automation for infrastructure management.
Setup Requirements
- ⚠️Requires Kubernetes 1.21+ and Helm 3.0+ for production deployment via the provided Helm chart.
- ⚠️Muster is an aggregator; it needs external Model Context Protocol (MCP) servers (e.g., `mcp-kubernetes`, `mcp-prometheus`) to provide actual tools for infrastructure interaction. Without these, it primarily offers its core management tools.
- ⚠️For building from source or local development, a Go development environment is required to compile the `muster` binary.
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mcp-ocr
by ForceInjection
Provides an OCR server leveraging Kimi API for image text extraction via the Model Context Protocol (MCP).
Provides an OCR server leveraging Kimi API for image text extraction via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a Kimi API Key (Paid service) for text extraction.
- ⚠️Python and pip must be installed to manage dependencies.
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nestjs-starter
by hmake98
A production-ready NestJS boilerplate for building scalable, enterprise-grade APIs with JWT authentication, PostgreSQL/Prisma, AWS S3/SES, Bull/Redis queues, Docker/Kubernetes support, and AI capabilities via Model Context Protocol (MCP).
A production-ready NestJS boilerplate for building scalable, enterprise-grade APIs with JWT authentication, PostgreSQL/Prisma, AWS S3/SES, Bull/Redis queues, Docker/Kubernetes support, and AI capabilities via Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires AWS credentials (AWS_ACCESS_KEY, AWS_SECRET_KEY, AWS_S3_BUCKET, AWS_SES_SOURCE_EMAIL) for S3 and SES features.
- ⚠️Kubernetes deployment requires manual updates to `secret.yaml` (critical secrets), `app-deployment.yaml` (Docker image registry), and `ingress.yaml` (domain configuration).
- ⚠️Database (PostgreSQL) and Redis instances are required, either locally or via Docker/Kubernetes deployment, and `DATABASE_URL` must be correctly configured.
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mcp-server-thehive
by gbrigandi
Provides AI models and automation tools with programmatic access to TheHive incident response platform for security operations and case management.
Provides AI models and automation tools with programmatic access to TheHive incident response platform for security operations and case management.
Setup Requirements
- ⚠️Requires access to a TheHive 5 instance.
- ⚠️A valid TheHive API token must be provided via the `THEHIVE_API_TOKEN` environment variable.
- ⚠️The `VERIFY_SSL` environment variable defaults to `false`. For production deployments, it must be explicitly set to `true` to ensure secure (SSL/TLS) communication.
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mcp-abap-adt
by fr0ster
MCP server for integrating with SAP ABAP Development Tools (ADT) to perform read, write, and system operations on ABAP objects.
MCP server for integrating with SAP ABAP Development Tools (ADT) to perform read, write, and system operations on ABAP objects.
Setup Requirements
- ⚠️Requires an accessible SAP ABAP system (Cloud or S4HANA).
- ⚠️Mandatory authentication configuration (SAP_URL, SAP_CLIENT, and credentials) via .env file or AuthBroker service keys.
- ⚠️Node.js runtime environment is required.
- ⚠️Transport requests are necessary for write operations to SAP systems.
- ⚠️Critical security vulnerability: The path validation in `writeResultToFile` is explicitly disabled, allowing arbitrary file writes to the server's filesystem.
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tiktok-ads-mcp
by ysntony
Provides a read-only Model Context Protocol (MCP) server for interacting with the TikTok Business API to retrieve advertising campaign data and performance reports.
Provides a read-only Model Context Protocol (MCP) server for interacting with the TikTok Business API to retrieve advertising campaign data and performance reports.
Setup Requirements
- ⚠️Requires Python 3.14.0 or higher, which is a future release and may not be readily available in current environments. This is specified in `pyproject.toml`.
- ⚠️Requires TikTok Business API access and valid credentials (App ID, App Secret, and Access Token) which must be obtained from the TikTok for Business Developers portal.
- ⚠️Assumes operation within an MCP client environment (e.g., Cursor) for proper tool discovery and invocation via `stdio` transport.
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mcp-server
by perses
The Perses MCP Server enables LLM hosts (e.g., Claude Desktop, VS Code) to interact with the Perses Application in a standardized way using the Model Context Protocol.
The Perses MCP Server enables LLM hosts (e.g., Claude Desktop, VS Code) to interact with the Perses Application in a standardized way using the Model Context Protocol.
Setup Requirements
- ⚠️Requires a running Perses backend server (`PERSES_SERVER_URL` must be accessible).
- ⚠️Requires a `PERSES_TOKEN` obtained via `percli`, which must be set as an environment variable.
- ⚠️The `PERSES_TOKEN` has a default expiration of 15 minutes, requiring frequent re-authentication or backend configuration changes for longer sessions.
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teamcity-mcp
by itcaat
A Model Context Protocol (MCP) server that exposes JetBrains TeamCity functionalities as structured, AI-ready resources and tools for LLM agents and IDE plugins.
A Model Context Protocol (MCP) server that exposes JetBrains TeamCity functionalities as structured, AI-ready resources and tools for LLM agents and IDE plugins.
Setup Requirements
- ⚠️Requires a running JetBrains TeamCity instance.
- ⚠️Requires a TeamCity API Token for authentication with the TeamCity server.
- ⚠️Client-to-MCP Server authentication (HMAC) is optional and disabled by default if `SERVER_SECRET` is not configured, which is critical for secure deployment.
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google-drive-mcp
by piotr-agier
Provides an MCP server for secure integration and file management with Google Drive, Docs, Sheets, and Slides for AI clients.
Provides an MCP server for secure integration and file management with Google Drive, Docs, Sheets, and Slides for AI clients.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher (LTS recommended).
- ⚠️Needs a Google Cloud Project with Google Drive, Google Docs, Google Sheets, and Google Slides APIs explicitly enabled.
- ⚠️OAuth 2.0 Credentials must be of type 'Desktop app' and provided via a `gcp-oauth.keys.json` file or `GOOGLE_DRIVE_OAUTH_CREDENTIALS` environment variable.
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kolada-mcp
by aerugo
Provides AI applications with tools to access and analyze Sweden's municipal and regional statistics from the Kolada API, enabling natural language queries against thousands of Key Performance Indicators (KPIs) through semantic search and data retrieval.
Provides AI applications with tools to access and analyze Sweden's municipal and regional statistics from the Kolada API, enabling natural language queries against thousands of Key Performance Indicators (KPIs) through semantic search and data retrieval.
Setup Requirements
- ⚠️Requires Python 3.11 or newer.
- ⚠️Downloads a large (approx. 500MB+) language model (`KBLab/sentence-bert-swedish-cased`) for semantic search on first run or during Docker build, requiring bandwidth and disk space.
- ⚠️Requires an active internet connection to `api.kolada.se` to fetch initial metadata and all data.
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critique-mcp
by mrorigo
Implements an Iterative Verification-First (Iter-VF) reasoning workflow as an MCP server to enhance LLM consistency by offloading sampling to a host.
Implements an Iterative Verification-First (Iter-VF) reasoning workflow as an MCP server to enhance LLM consistency by offloading sampling to a host.
Setup Requirements
- ⚠️Requires an external Model Context Protocol (MCP) Host/Client running and connected (e.g., via STDIO) to provide actual LLM sampling capabilities.
- ⚠️Requires a Node.js runtime (>=18.0.0 is recommended based on package dependencies).
- ⚠️Requires `ts-node` for running in development mode (`npm run dev`).