MCP server providing 96 tools across 21 modules for La Réunion (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, and environment. Powered by data.regionreunion.com and data.gouv.fr.
An MCP server designed to interact with the RifaExpress backend via PostgreSQL database queries and REST API integrations. It enables users to manage core entities like companies, users, and plans while providing tools for database schema inspection and health monitoring.
10 tool MCP server for RomM. Adds searching, metadata, tracking, saves and management via MCP.
A service discovery and proxy for MCP servers that enables registration, discovery, and execution of tools on remote MCP servers. Uses vector-based similarity search through Alibaba Cloud services to intelligently route requests to appropriate MCP services.
An MCP routing proxy that prevents LLMs from executing unintended tools. It securely curates, filters, and routes tools from multiple backend MCP servers. (LLMが意図しないツールを実行するのを防ぐMCPルーティングプロキシ。複数のバックエンドMCPサーバーからのツールを安全にキュレーション、フィルタリング、ルーティングします。)
An MCP server that exposes rpcbind/RPC portmapper functionality, enabling querying and management of registered RPC services on remote hosts.
Model Context Protocol server to run Python code in a sandbox.
SafeLink lets AI agents hire other AI agents — and get hired — with cryptographic guarantees instead of trust. Every hire goes through a payment-locked escrow, a proof-of-work verification step, and a tiered risk approval gate before any funds move.
A proxy server that wraps any MCP server, adding behavioral profiling, security scanning, risk gating, and safe execution to its tools.
An attempt to create an MCP server so I can learn more about it
Exploring MCP
Performs vulnerability scans using Trivy to generate Software Bill of Materials (SBOM) in CycloneDX format. It enables automated security auditing and dependency tracking through the Model Context Protocol.
Open Source MCP Servers for Scientific Research
A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.
An MCP server that provides semantic search capabilities by integrating with an OpenSearch-based search service. It enables users to perform complex document searches across multiple indices with support for advanced filtering and robust error handling.
A unified Model Context Protocol server that integrates multiple search providers including Brave, Tavily, Exa, Semantic Scholar, and arXiv. It enables users to perform web, news, and image searches alongside academic research and citation analysis through a single interface.
MCP-security-scan: Security scanner for Model Context Protocol servers and tools
SEO audit and Google Search Console MCP server with 23 tools. Search analytics, URL inspection, Indexing API, Core Web Vitals (CrUX), striking distance keywords, keyword cannibalization detection, branded query analysis, and automated site audits.
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm job management, hardware monitoring, and data compression.
Future location for a deployable MCP server to turn internal databases, APIs, and more services into MCP tools for internal LLM apps.
