Search curated implementation examples by query, filtered by principle, difficulty, or library. Returns ranked matches with details and source-code link.
MIT
601,123 tools. Updated 2026-09-22 21:25
"Searching for specific library documentation and implementation code in a codebase" matching MCP tools:
- Retrieve AntV documentation, code examples, and best practices for implementation, debugging, learning, or task handling. Supports g2, g6, l7, x6, f2, s2, g, ava, adc libraries.MIT
- Discover available module documentation pages to guide implementation. Use before retrieving specific docs or modifying generated source.MIT
- Search your local documentation index to find version-specific library, API, and vendor behavior. Returns relevant excerpts with source citations.MIT
- Get parsed README documentation for any repository by providing its UUID or clone URL. Access clear codebase documentation to understand project structure and purpose.MIT
- Find Amazon Business API documentation using natural language queries. Search across API schemas, authentication guides, implementation examples, and troubleshooting resources to get relevant documentation snippets for integration development.Apache 2.0
Matching MCP Servers
- FlicenseNot gradedqualityBmaintenanceEnables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.4-
- AlicenseAqualityBmaintenanceManages a local SQLite music track library with fingerprint-based incremental scanning, multi-condition search, missing analysis completion, and crate management, enabling DJs to organize and retrieve tracks without moving files.13AGPL 3.0
Matching MCP Connectors
MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.
Verified doc corpora for agents: grep-first retrieval, hashed pages, Merkle+RFC-3161 receipts
- Search Chargebee product documentation for explanations of billing, payments, and subscription management concepts.MIT
- Browse KCL documentation categorized by language, standard library functions, types, constants, and modules to locate specific doc paths for retrieval.MIT
- Retrieve complete Amazon Business API documentation content using document references from search results. Access full API references, implementation guides, and detailed endpoint information for integration development.Apache 2.0
- Find TapTap share API documentation, code examples, and integration guides by searching with keywords.MIT
- Identify the exact library name and official documentation source before writing third-party code. Ensures accurate, up-to-date API usage and prevents hallucinations.MIT
- Search Python library documentation using natural language queries to find specific functions, classes, and usage examples from consolidated sources.MIT
- Get framework-specific code examples and field documentation for implementing Prismic slice components in your project.Apache 2.0
- Generate AI documentation for any file in an indexed repository, including summaries, functions, dependencies, and code analysis. Understand file purpose and behavior.MIT
- Retrieve type information, documentation, and context for symbols at a specific file location. Understand variable types, function signatures, and module docs directly in your code.MIT
- Retrieve comprehensive documentation and code examples for any library by providing its name and a specific topic. Automatically fetches relevant sections, ensuring up-to-date information for accurate coding.MIT
- Ingest, crawl, parse, and index documentation from URLs or raw content into DocOrbit; optionally generate an evidence-grounded implementation recipe for a coding task.MIT
- Check if specific threats are remediated in your codebase and update the threat model accordingly.Apache 2.0
- Regenerate codebase documentation after significant code changes. Creates missing docs or updates architecture, conventions, dependencies, and onboarding guides to match the current codebase.Business Source 1.1
- Retrieve LLM-readable documentation for a module, including rules and implementation notes, to guide coding against the module contract.MIT
- Retrieve pre-generated codebase documentation, including architecture overviews, coding conventions, dependency maps, and onboarding guides. Use after running 'depwire docs' to access project insights.Business Source 1.1