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Vetted Servers(8554)
doffin-documents-mcp
by Webstep
The server provides a set of tools for generating bid documents, checking content compliance against requirements, validating brand consistency, and applying document templates.
The server provides a set of tools for generating bid documents, checking content compliance against requirements, validating brand consistency, and applying document templates.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+ to run a Spring Boot application.
- ⚠️By default, document generation is in 'mock mode' and will not create physical files (documents.mock.enabled:true). To enable file generation, this property must be set to 'false'.
- ⚠️Default CORS allowed origins are 'http://localhost:5173,http://localhost:3000'. If accessing from other origins, 'cors.allowed-origins' must be configured.
Verified SafeView Analysis
another-planka-mcp
by roelven
Enables AI chat clients to read and update Planka kanban boards via the Model Context Protocol (MCP).
Enables AI chat clients to read and update Planka kanban boards via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a self-hosted Planka instance to connect to.
- ⚠️Manual generation of a Planka API token (JWT) is recommended, or fallback to email/password.
- ⚠️Requires Python 3.10+.
Verified SafeView Analysis
codemode-mcp
by goncalorosa96
This repository presents itself as a tutorial for setting up GitHub Pages, but it primarily serves to direct users to repeatedly download an unknown ZIP file.
This repository presents itself as a tutorial for setting up GitHub Pages, but it primarily serves to direct users to repeatedly download an unknown ZIP file.
Setup Requirements
- ⚠️The primary 'source code' provided is a README.md, not an executable server. The repository's content is a deceptive tutorial.
- ⚠️All links and suggested filenames/repository names within the README point to a single `.zip` file, indicating an attempt to make users download unknown content.
- ⚠️Following the instructions could lead to downloading and potentially executing untrusted code from the `.zip` file, which is not part of this analysis.
Review RequiredView Analysis
mcp-vertex-search-snippets
by UnitVectorY-Labs
This MCP server integrates with Google Cloud's Vertex AI Search (Discovery Engine) to provide configurable search snippets and extractive segments from indexed documents.
This MCP server integrates with Google Cloud's Vertex AI Search (Discovery Engine) to provide configurable search snippets and extractive segments from indexed documents.
Setup Requirements
- ⚠️Requires a Google Cloud project with Vertex AI Search (Discovery Engine) configured.
- ⚠️Requires a 'vertex.yaml' configuration file (containing 'project_id', 'location', 'app_id').
- ⚠️Requires Google Cloud Application Default Credentials to be set up in the environment where the server runs.
Verified SafeView Analysis
nikola-test-mcp-server
by Traia-IO
Provides an MCP server to enable AI agents and LLMs to interact with the Nikola Test API through standardized tools.
Provides an MCP server to enable AI agents and LLMs to interact with the Nikola Test API through standardized tools.
Setup Requirements
- ⚠️Requires Docker for recommended installation methods.
- ⚠️Requires Python 3.12+ for manual installation.
- ⚠️Requires configuration of D402 payment protocol environment variables (`SERVER_ADDRESS`, `MCP_OPERATOR_PRIVATE_KEY`, `D402_FACILITATOR_URL`) for non-testing modes.
- ⚠️Currently provides placeholder `example_tool` and `get_api_info` (which is likely server info), requiring further implementation for full Nikola Test API access.
Verified SafeView Analysis
rag-chatbot-mcp-mvp
by bsuraj23
A RAG chatbot API that allows users to upload a single PDF document and ask questions based on its content, leveraging Langchain, Pinecone, and OpenAI for intelligent retrieval and question answering.
A RAG chatbot API that allows users to upload a single PDF document and ask questions based on its content, leveraging Langchain, Pinecone, and OpenAI for intelligent retrieval and question answering.
Setup Requirements
- ⚠️Requires a Pinecone API Key and an active Pinecone index (Pinecone is a paid service, though a free tier is available).
- ⚠️Requires an OpenAI API Key (OpenAI is a paid service).
- ⚠️The HuggingFace embedding model ('sentence-transformers/all-MiniLM-L6-v2') will be downloaded locally on first run, requiring internet access and local disk space.
Verified SafeView Analysis
mcp-server
by rajanpatel126
A personal expense tracker with tools to add, list, delete, and summarize expenses, providing an API for financial management.
A personal expense tracker with tools to add, list, delete, and summarize expenses, providing an API for financial management.
Setup Requirements
- ⚠️Database persistence: The `server.py` implementation stores the SQLite database in a temporary directory, meaning all expense data will be lost on server restart or system reboot.
- ⚠️Requires Python >= 3.11.
- ⚠️Relies on specific `fastmcp` and `aiosqlite` library versions as per `pyproject.toml`.
Verified SafeView Analysis
mcp-server
by choco-bain
Provides weather alerts and forecasts via integration with the National Weather Service (NWS) API.
Provides weather alerts and forecasts via integration with the National Weather Service (NWS) API.
Setup Requirements
- ⚠️Python 3.12+ required.
Verified SafeView Analysis
aws-agentcore
by riolaf05
An AI Assistant suite designed for personal and professional organization, featuring multi-agent orchestration for task management, daily briefings, web research, contact management, event planning, and candidate-job matching, integrated with AWS Bedrock AgentCore and various external APIs.
An AI Assistant suite designed for personal and professional organization, featuring multi-agent orchestration for task management, daily briefings, web research, contact management, event planning, and candidate-job matching, integrated with AWS Bedrock AgentCore and various external APIs.
Setup Requirements
- ⚠️Extensive AWS infrastructure setup is required, involving many services (Lambda, DynamoDB, Bedrock AgentCore, Cognito, IAM, Secrets Manager, EventBridge, CloudWatch).
- ⚠️Hardcoded OAuth2 client ID and secret in multiple agent files (`agents/*/agent.py`) must be manually updated in code and then re-deployed for secure production use. These should ideally be loaded from environment variables or AWS Secrets Manager.
- ⚠️Requires a Telegram Bot Token, a Telegram Chat ID, and potentially an Azure App Registration (with specific scopes) for Outlook integration.
Review RequiredView Analysis
cedarscript-mcp-server
by CEDARScript
Enable AI agents to perform intelligent, semantic-aware code transformations via the Model Context Protocol (MCP).
Enable AI agents to perform intelligent, semantic-aware code transformations via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Dependencies `cedarscript-editor` and `mcp` must be installed (handled by pip install).
- ⚠️A project root directory must be specified via `--root` argument or `CEDARSCRIPT_ROOT` environment variable for operation.
Verified SafeView Analysis
HealthUnity-mcpServer
by Wuubzi
A backend service for managing medical appointments, doctors, patient profiles, and specialties, enhanced with AI tooling for conversational interaction.
A backend service for managing medical appointments, doctors, patient profiles, and specialties, enhanced with AI tooling for conversational interaction.
Setup Requirements
- ⚠️Requires a relational database (e.g., PostgreSQL, MySQL) configured in `application.properties` or `application.yml`.
- ⚠️Requires Java Development Kit (JDK) 17 or higher.
- ⚠️Requires SMTP server configuration (host, port, username, password) for email notifications via `GmailService`.
- ⚠️Requires an AI provider API key (e.g., OpenAI, Google Gemini) to fully leverage `@Tool` annotations and Spring AI capabilities.
Verified SafeView Analysis
mcp-shared
by horison-ai
Provides a thread-safe, TTL-based, and auto-refreshing cache for OAuth credentials for MCP servers to reduce redundant authentication calls.
Provides a thread-safe, TTL-based, and auto-refreshing cache for OAuth credentials for MCP servers to reduce redundant authentication calls.
Setup Requirements
- ⚠️Requires `INTERNAL_API_KEY` environment variable for secure communication.
- ⚠️Relies on an external `connectivity-service` running and accessible at `CONNECTIVITY_SERVICE_URL`.
- ⚠️Must be used within an asynchronous (asyncio) Python environment.