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Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy engine, human approval gates, time-limited grants, rate limiting, and OTEL tracing. One Go binary, one YAML config, fail-closed by default.

An MCP server that enables AI assistants to generate images using Black Forest Labs' Flux model via Cloudflare Workers.

AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) including context-aware image editing, async task management, and built-in model guide.

An AI-native restaurant discovery service that enables searching and receiving natural language recommendations for over 2,200 restaurants across 15+ US cities. It provides tools for accessing detailed restaurant info, curated lists, and cuisine-specific searches through the Model Context Protocol.

Flux Www

site and docs for flux mcp server

flyMCP (Johncambefort)

An MCP server for vatsim flights

Flyoptimistic MCP

The mcp server is a repository designed for managing and deploying microservices in a cloud environment.\ \ how to use mcp server? \ To use mcp server, clone the repository from GitHub and follow the setup instructions provided in the README file.\ \ key features of mcp server? \ Easy deployment of microservices\ Integration with cloud platforms\ Support for multiple programming languages\ \ use cases of mcp server? \ 1. Deploying microservices for web applications\ 2. Managing service dependencies in a cloud environment\ 3. Facilitating continuous integration and deployment workflows\ \ FAQ from mcp server? \ What programming languages does mcp server support?\ \u003e mcp server supports multiple programming languages, allowing flexibility in development.\ \ Is mcp server free to use?\ \u003e Yes! mcp server is open source and free to use for everyone.\ \ How can I contribute to mcp server?\ \u003e Contributions are welcome! Please check the contribution guidelines in the repository.

Provides AI assistants with accurate Flyte V2 knowledge, patterns, and plugin information to help developers write correct Flyte code. It enables tasks like learning the V2 API, finding examples, selecting plugins, and migrating V1 code to V2.

Deterministic execution engine for AI agents. 412 modules across 78 categories including browser automation, file I/O, Docker, data parsing, crypto, and scheduling. Supports STDIO and Streamable HTTP transport with execution trace, evidence snapshots, and replay from any step.

An MCP bridge that enables Claude Code to directly control Figma via a WebSocket-connected plugin. It allows users to create elements, modify styles, manage layouts, and interact with Figma designs using natural language commands.

An MCP server that enables AI coding agents to control FMOD Studio for audio import, event creation, and bank building via TCP scripting.

An MCP server that provides tools for financial analysis and investment research using the Financial Modelling Prep API. It enables users to access real-time stock quotes, financial statements, key metrics, and market sector performance data.

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

An MCP server that provides tools for financial analysis using the Financial Modelling Prep API. It enables users to retrieve real-time stock quotes, financial statements, valuation metrics, and sector performance data for investment research.

MCP server for verifying Russian counterparties (legal entities and individual entrepreneurs) via public Federal Tax Service data: EGRUL/EGRIP, bankruptcy registry (EFRSB), Transparent Business, bailiff service (FSSP), and arbitration courts (KAD).

The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.

Enables AI assistants to analyze cloud billing data in FOCUS format through natural language queries. Provides 36+ predefined cost analysis queries, custom SQL execution, and schema documentation for multi-cloud cost optimization and FinOps practices.

Focus Timer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

A MCP server for interacting with FogBugz issue tracker through LLMs such as Claude. Supports both the XML API (/api.asp) and the JSON API (/f/api/0/jsonapi) with automatic version detection at startup. Works with on-premise and on-demand FogBugz installations.

MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 categories (SEO, GEO, Performance, Security, Accessibility) with actionable fix recommendations. Enables AI coding assistants to audit websites and implement fixes autonomously.