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An MCP server that turns a directory of markdown documentation into searchable, citable tools for AI assistants, enabling them to find, read, and reference specific sections with auditable citations.

Provides high-fidelity OCR of scientific PDFs using Meta's Nougat model, purpose-built for agent workflows that require accurate extraction of equations, tables, and dense academic layouts. Supports two output formats: raw Nougat/Mathpix-style output and a renderer-friendly markdown conversion with KaTeX compatibility fixes. Configurable via a settings file so agents can share a default format policy across sessions.

Ask questions and get AI-synthesized answers backed by live web search, via Kagi's FastGPT API.

Enables LLMs to connect to factory PLC sensors, read register data, analyze predictive maintenance, and monitor energy consumption in industrial environments.

Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting.

Wrap the cognium-ai CLI for scan, secrets, trust, quality, health, spec-diff, and generate-spec modes — the single skill behind every score and finding in the security-scan release.

Swiss-army knife for JSON files.

Enables access to Badan Pusat Statistik (Statistics Indonesia) data through natural language queries via the Pipeworx gateway.

Validates SAP SD sales orders (material, pricing, credit) before creation using the MCP protocol, enabling clean-core order-to-cash automation.

Implement secure API design patterns including authentication, authorization, input validation, rate limiting.

You are the accountability coach with TWO personality modes.

Read and manage your EasyKanban kanban boards: to-do summaries, create, update, and move cards.

An MCP server for managing LVM volumes and storage resources

A example MCP server in Python demonstrating minimum agentic search elements

MCP server for LawPracticeZA, South African legal practice software, providing tools to manage clients, matters, work-in-progress fees, billing, and accounting via the LawPracticeZA API.

Enables comparing and recommending AI models based on scenario-specific criteria such as capability, context, relative cost, and self-hosting, with explanations of the scoring weights.

Build and review vocabulary from books, podcasts, and daily encounters.

Provides read-only access to the Sleeper Fantasy Sports API for league info, rosters, matchups, drafts, transactions, and player data.

An MCP server that validates Mermaid diagrams and returns rendered SVG output if valid. It uses the mermaid-cli package to process diagram syntax, providing detailed error messages for invalid diagrams. The server exposes a single tool called 'validateMermaid' that accepts a diagram string as input and returns either a success message with the rendered SVG image or specific validation errors, making it useful for applications that need to verify and visualize diagram syntax without leaving the conversation interface.

Enables users to create, inspect, list, and delete per-user JupyterLab servers on the UChicago ATLAS Analysis Facility Kubernetes cluster, with GPU availability and supported image listing tools.