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Vetted Servers(8554)
postgsail-mcp-server
by xbgmsharp
Provides AI agents with read-only access to marine vessel data from PostgSail, enabling them to search logs, moorages, and monitor vessel systems for daily briefings and historical analysis.
Provides AI agents with read-only access to marine vessel data from PostgSail, enabling them to search logs, moorages, and monitor vessel systems for daily briefings and historical analysis.
Setup Requirements
- ⚠️Requires a Model Context Protocol (MCP) compatible AI platform (e.g., Claude App, Claude AI, OpenAI GPT with remote connectors).
- ⚠️Requires a PostgSail API instance accessible via POSTGSAIL_URL.
- ⚠️Requires a PostgSail authentication token (POSTGSAIL_TOKEN) or username/password (POSTGSAIL_USER and POSTGSAIL_PASS) for API access.
- ⚠️Using remote AI connectors may require a paid plan on the AI platform.
Verified SafeView Analysis
prk-mcp-weather-matcher
by rkumarus040599
This project demonstrates converting a function to an MCP server, integrating it with an MCP client like Claude Code Desktop to fetch weather information.
This project demonstrates converting a function to an MCP server, integrating it with an MCP client like Claude Code Desktop to fetch weather information.
Setup Requirements
- ⚠️Python 3.12+ required
- ⚠️Requires 'uv' for package management (as specified in README)
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MCP-server-with-Ollama
by mari2020
This Spring Boot application provides a natural language interface, powered by an AI chat model and tool calling, for querying and managing employee information.
This Spring Boot application provides a natural language interface, powered by an AI chat model and tool calling, for querying and managing employee information.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+.
- ⚠️Requires a running Ollama server or compatible LLM API endpoint.
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vscode-mcp-windbgX
by jmfrank63
Integrates the mcp-windbgX MCP server into VS Code for Windows debugging, supporting CDB, WinDbg, and Time Travel Debugging (TTD).
Integrates the mcp-windbgX MCP server into VS Code for Windows debugging, supporting CDB, WinDbg, and Time Travel Debugging (TTD).
Setup Requirements
- ⚠️Requires Windows 10 or later.
- ⚠️Requires Windows Debugging Tools (part of Windows SDK) to be installed.
- ⚠️Requires Node.js for running the managed MCP server.
- ⚠️The mcp-windbgX server artifact is downloaded from GitHub releases, requiring network access for initial setup.
Verified SafeView Analysis
pararam-nexus-mcp
by GaijinEntertainment
This MCP server provides a programmatic interface for interacting with the Pararam.io communication platform, enabling message, chat, file, and user management.
This MCP server provides a programmatic interface for interacting with the Pararam.io communication platform, enabling message, chat, file, and user management.
Setup Requirements
- ⚠️Requires a pararam.io account.
- ⚠️Requires `PARARAM_LOGIN` and `PARARAM_PASSWORD` environment variables to be set for authentication (and optionally `PARARAM_2FA_KEY` for 2FA).
- ⚠️Requires `uv` package manager (or Python 3.11+ and standard `pip` installation).
- ⚠️File download size limit of 1MB.
Verified SafeView Analysis
simple_local_rag
by dataML007
A multi-modal Retrieval-Augmented Generation (RAG) system for querying PDF documents with conversation memory via a Streamlit UI, FastAPI backend, and MCP server integration.
A multi-modal Retrieval-Augmented Generation (RAG) system for querying PDF documents with conversation memory via a Streamlit UI, FastAPI backend, and MCP server integration.
Setup Requirements
- ⚠️Requires an OpenAI API Key (paid service) for embeddings and LLM.
- ⚠️Requires Python 3.9+ and the UV package manager.
- ⚠️Requires running three separate services (backend, frontend, MCP server) concurrently.
Verified SafeView Analysis
Cloudflare-analytics-with-MCP-Server-Intergration
by vishnusrinivas00
Analyzes Cloudflare Worker logs stored in DuckDB, providing error summaries and performance metrics via a FastAPI server with MCP compatibility.
Analyzes Cloudflare Worker logs stored in DuckDB, providing error summaries and performance metrics via a FastAPI server with MCP compatibility.
Setup Requirements
- ⚠️Requires Cloudflare API Token, Account ID, and Worker Name to be configured as environment variables for data ingestion.
- ⚠️Requires a local DuckDB file (cloudflare_logs.duckdb) to be pre-populated with data; the `miletech/fetch_logs.py` script is used for this.
- ⚠️Python dependencies listed in `requirements.txt` must be installed.
Verified SafeView Analysis
esewa-mcp-server
by Dipesh600
This server acts as a Model Context Protocol (MCP) wrapper for eSewa payment gateway, enabling creation of payment sessions, transaction verification, refunds, and status checks.
This server acts as a Model Context Protocol (MCP) wrapper for eSewa payment gateway, enabling creation of payment sessions, transaction verification, refunds, and status checks.
Setup Requirements
- ⚠️Requires secure configuration of `ESEWA_MERCHANT_CODE`, `ESEWA_SECRET_KEY`, and `ESEWA_TOKEN` environment variables, as the provided defaults are test credentials and hardcoded values are a security risk.
- ⚠️Requires a valid eSewa merchant account for actual payment processing beyond testing.
- ⚠️The deployed server URL specified in `mcp.json` (`https://YOUR-SERVER-URL.com`) implies a requirement for HTTPS to be configured on the server.
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postgresql-mcp-server
by vpro1032
Provides a standardized Model Context Protocol (MCP) interface for AI assistants to interact with and manage PostgreSQL databases.
Provides a standardized Model Context Protocol (MCP) interface for AI assistants to interact with and manage PostgreSQL databases.
Setup Requirements
- ⚠️Requires Docker and Docker Compose to run the server and its PostgreSQL dependency.
- ⚠️Database connection details and other configurations must be set via environment variables in a `.env` file.
- ⚠️Requires an MCP client (e.g., Claude Desktop, VS Code with MCP extension) for interaction.
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rs-cel-mcp
by takanoriyanagitani
Provides a Model Context Protocol (MCP) server that enables AI clients to evaluate Common Expression Language (CEL) expressions.
Provides a Model Context Protocol (MCP) server that enables AI clients to evaluate Common Expression Language (CEL) expressions.
Setup Requirements
- ⚠️Requires Rust toolchain for building and running.
- ⚠️Requires an MCP-compatible client (e.g., Gemini CLI, ollmcp) to interact with its tools.
Verified SafeView Analysis
social-media-mcp-server
by kritsanan1
A server component likely designed to manage and process data for a social media application, possibly handling user posts, interactions, and content delivery.
A server component likely designed to manage and process data for a social media application, possibly handling user posts, interactions, and content delivery.
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unofficialMcp
by LackOfMorals
The Neo4j MCP server enables LLM clients (e.g., VSCode Copilot Chat, Claude Desktop) to interact with a Neo4j graph database by introspecting its schema and executing Cypher queries.
The Neo4j MCP server enables LLM clients (e.g., VSCode Copilot Chat, Claude Desktop) to interact with a Neo4j graph database by introspecting its schema and executing Cypher queries.
Setup Requirements
- ⚠️Requires a running Neo4j database instance with the APOC plugin installed.
- ⚠️Requires Go 1.25+ to build and run from source.
- ⚠️Docker is required if running integration tests with the default `USE_CONTAINER=true` configuration.