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329,840 tools. Last updated 2026-07-29 12:15

"FastAPI" matching MCP tools:

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  • Per-transaction crypto trade validator for AI agents. Returns deterministic PROCEED / CAUTION / BLOCK verdicts using WaveGuard anomaly detection, history checks, and rug-pull risk analysis.

  • Anomaly detection API powered by physics simulation. Scan any data for outliers.

  • Generate an OpenAPI specification by analyzing framework source code, removing the requirement for a standalone spec file.
    MIT
  • Deploy web projects to production on Varity with automatic framework detection, building, and live hosting at a custom URL. Zero configuration required.
    MIT
  • List available coding standards profiles for various tech stacks to enforce consistent code style and architecture.
    MIT
  • Declare your environment — model, client, languages, platform, and project goal — to receive optimal configuration. Unknown fields get sensible defaults.
    MIT
  • Search past experiences and memories using natural-language queries to solve problems, debug errors, or make design decisions. Filter by time, tags, entity, and more.
    MIT
  • Find relevant information from curated skills and documents using natural language queries. Semantic search leverages vector embeddings for more accurate results than keyword search.
    MIT
  • Generate language-specific code snippets to wrap changes with feature flags. Ensure flags are runtime controllable by placing checks inside execution paths.
    MIT
  • Analyze a repository to reveal project type, languages, file sizes, module dependencies, and circular import warnings. Use this to understand the codebase structure before making changes.
    AGPL 3.0
  • Retrieve the complete content of a guide by providing its guide ID. Ideal for getting full context for a short guide or implementing a feature from scratch.
    MIT
  • Find information across web, academic sources, or library documentation with configurable search actions. Returns titles, URLs, and snippets; use extract for full page content.
    MIT
  • Convert text to speech into OGG/Opus audio files that play as native Telegram voice notes when attached, using configurable TTS backends including local Kokoro or OpenAI options.
    MIT
  • Search curated Q&A cases to resolve MCP server errors, timeouts, and configuration issues. Each case provides problem, cause, and solution.
    MIT