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Remote MCP server that exposes Google Gemini's text, image, video (Veo), and audio transcription capabilities as tools any MCP client can call directly.

VibOps MCP is the control plane between your AI agents and your GPU infrastructure. 74 tools covering: GPU fleet management (deploy, scale, monitor across NVIDIA, AMD, Intel, AWS, Google, Groq), Agent Infrastructure Control Plane (per-agent GPU cost, budget enforcement, model policies, dependency graph), governance (AI Act, SOC 2, immutable HMAC audit chain), and GPU FinOps (chargeback, waste..)..

Job application tracker for developers: AI agents write over a remote MCP server (OAuth), humans review in a dashboard at jobctl app.

Find verified legal specialists in Georgia from any MCP client by describing your legal situation in natural language.

Security-hardened MCP server for interacting with X.com (Twitter), with a fix to prevent sensitive tweet content from being logged to stderr.

Bench power supply control for the embedded bench — CLI + MCP server for AI agents (B&K Precision 168xB / Manson HCS)

Enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations via the MCP architecture.

Advanced prompt engineering MCP server for Claude Code that automatically detects and optimizes natural language requests into structured, task-specific prompts with interactive refinement capabilities. Built by Clark Everson, the implementation uses pattern matching to detect programming languages and task types (debug, test, refactor, explain, architecture), then generates optimized prompts with Claude Code-specific instructions and tool usage recommendations without requiring external API dependencies. Features interactive Q&A sessions for ambiguous requests, automatic language detection across 10+ programming languages, and built-in intelligence that works entirely with Claude Code's native capabilities, making it valuable for developers who want to maximize the effectiveness of their Claude Code interactions through better prompt structure and context.

Indexes codebases using semantic embeddings for natural language search, enabling developers to find code with queries like 'how does authentication work'.

MCP server for Google Scholar: search papers with Scholar operators, year ranges, cited-by and all-versions lookups, plus citations in five styles with BibTeX export. 1,000 free credits every month.

Autonomous Apple Search Ads manager: a Claude agent + MCP server + skill, with PKEI-scored bid optimization and human-approval gates.

Enables CRUD operations and search on an Excel-backed product catalog, allowing users to list, search, add, update, and delete products.

Australian Bureau of Statistics (ABS) Data API MCP.

ISRIC SoilGrids MCP.

Check your latest Dexcom glucose and instantly look up carb counts for foods. Combine readings with carb info to plan meals and dosing with more confidence. Save time by keeping glucose and nutrition answers in one place.

Enables searching and querying City of Tulsa GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services through natural language or direct MCP tool calls.

Search, price and compare 4,500+ gift cards, game keys and eSIMs payable in crypto, across 80+ countries. Read-only MCP server.

Enables AI assistants to search FamilySearch's Family Tree, view person details, explore ancestors and descendants, and search historical records using browser session authentication.

Contact-data verification for AI agents over MCP: email, phone, domain. Hosted, metered.

Enables tracking of personal expenses with tools to add, list, update, delete, and summarize expenses by category.