"Understanding File Usage" matching MCP servers:

Model Context Protocol (MCP) server for simple and instant file sharing. Input: file name → Output: download link in Seconds even for large file

Enables analysis of multi-file git workspaces to synthesize dependency diffs and refactor sequences.

MCP server that provides semantic-level analysis of Swift codebases to AI agents by integrating with Apple's SourceKit-LSP, enabling compiler-grade code understanding and cross-file navigation.

Fail-closed evidence manifests for financial AI research: one manifest records evidence artifacts, cutoff timestamps, checks, AI usage and human approval — one verdict before anything ships. MCP tools: gov_check, gov_report, gov_init.

MCP server for RapidOddsAPI that provides bookmaker odds, live scores, arbitrage and value bets to AI assistants. It supports querying sports, odds, results, and betting opportunities with credit-based usage.

Enables natural language queries about the technologies behind websites and the companies running them, using the StackScan Tech Lookup API. Includes tools for domain technology lookup, company details, technology usage stats, and batch company lookups.

Enables AI assistants to generate DOCX and PDF documents from DocMake templates through natural language, including template listing, field inspection, document rendering, DOCX import, and usage tracking.

Enables MCP clients to check URLs for scam/phishing risks, get verdicts with confidence and severity, report false positives, and monitor plan usage.

MCP server that exposes petal_components schemas and usage examples to AI coding assistants, enabling generation of idiomatic Phoenix LiveView markup.

Fetches up-to-date, version-specific documentation and code examples for any library, preventing outdated or hallucinated API usage in LLM responses.

Enables converting web pages to clean Markdown via MCP, compressing token usage by roughly 95% in under 150ms to support LLM context windows and RAG pipelines.

Enables AI assistants to search and read Materio's educational PDF resources directly, without manual file uploads.

Enables sending local 3D print files to PrintYourDuck for manual quote review, including file discovery, upload, and status checking.

An MCP server that gives AI assistants tools to analyze Salesforce Apex debug logs for performance bottlenecks, slow methods, and governor limit usage.

Enables LLM agents to extract, validate, and mask personally identifiable information using deterministic regular expressions, reducing token usage and hallucination risks.

MCP server for RenderForm API, enabling automatic generation of images, PDFs, screenshots, and videos from templates, along with management of renders, templates, fonts, and organization usage.

MCP server for Zhipu GLM chat completions via AceDataCloud. Provides tools for chat completions, model listing, and usage guide.

Manages social media posts, accounts, and AI usage from MCP-aware clients. Supports scheduling, editing, canceling, AI caption generation, and repurposing URLs into platform-optimized content.

Integrates usage-based billing into AI coding tools, enabling meter usage, signal verification, and billing management via the ClockNext API.

This MCP server exposes Riven's chat, research, council, and usage capabilities as tools over stdio, enabling any MCP-compatible client to interact with Riven directly.