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A comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.

Give AI agents access to form submissions — read, search, update, and process file attachments.

MCP server for simplest GUI agent 🕹️🤖

MCP Server for Langfuse provides a bridge between AI assistants and Langfuse analytics workspaces, enabling access to LLM performance metrics through a simple interface. Developed by Shouting Hsiao, this implementation allows AI models to query metrics by time range, making it valuable for monitoring and analyzing AI system performance. The server requires minimal configuration with Langfuse API credentials and can be used either as a standalone CLI tool or integrated directly into existing Node.js applications.

A Model Context Protocol server that scrapes static HTML with BeautifulSoup for analysis by MCP clients.

This Jira MCP server, developed by Sebastian Espinosa, provides AI assistants with secure access to Jira Cloud instances through a comprehensive set of tools for issue management, project operations, sprint handling, board configuration, user management, and file attachments. Built with TypeScript using the jira.js client library, it emphasizes enterprise-grade security with features like rate limiting, audit logging, field validation, permission checking, destructive operation confirmations, and configurable security policies to prevent unauthorized access and dangerous operations. The implementation supports both basic authentication and OAuth2, includes specialized tools for Agile workflows like sprint creation and board management, and offers extensive customization through environment variables for security settings, making it valuable for automated project management, issue tracking workflows, and building AI assistants that need safe, auditable access to Jira without compromising organizational security.

Connect Claude to live CS2 FACEIT data to retrieve player stats, match history, ELO trends, and head-to-head comparisons via the Model Context Protocol.

Read-only MCP server for Dotloop that exposes safe read tools for accounts, profiles, loops, folders, documents, participants, tasks, activity, and templates.

AI Copilot for Apache NiFi — MCP server with 17 tools to inspect, build and control NiFi flows via AI agents

BizIntel is a paid MCP server delivering business intelligence tools for AI agents: website auditing with scores across SSL, mobile readiness, and page speed; local business search via Yelp Fusion or OpenStreetMap; lead scoring with composite breakdowns; and detection of businesses lacking websites or booking systems for cold-outreach targeting. Eight tools are available via HTTP, with free (20 calls/day) and paid tiers starting at $19 per month.

A Model Context Protocol (MCP) server that enables Claude Code to interact with OpenAI's GPT-5 and GPT-5-mini models.

InfluxDB MCP Server provides secure, read-only access to InfluxDB 1.8 time-series databases through a standardized interface with JWT authentication. Developed by m4tyn0, it implements tools for listing databases, measurements, and executing read-only queries while enforcing security through token validation and query restrictions. The server is containerized with Docker for easy deployment and is particularly valuable for AI assistants that need to analyze time-series data without requiring direct database access credentials.

Gives AI agents live research and image generation capabilities by automating a logged-in Perplexity Pro browser session.

On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.

Pre-attestation gate for AI inference that checks compliance conditions and issues Ed25519-signed clearances before execution, refusing any inference without a valid clearance.

Unofficial MCP server providing Vietnamese stock market financial data, enabling natural language interaction with Claude Desktop.

Enables SQL query execution and database structure browsing via MCP tools and resources.

Public MCP server exposing chirag127's OKF knowledge bundle — search, read, list, related. No auth. CF Worker.

Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowing reading, setting, and listing secrets without exposing values in conversation messages.

Enables local text analysis, statistical calculations, and system information retrieval via the Model Context Protocol over stdio.