A
license-
qualityD
maintenanceA tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.
Last updated
1
MIT
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"Database search and analysis tool" matching MCP servers:
- Alicense-qualityDmaintenanceA Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.Last updated173MIT
- Alicense-qualityDmaintenanceProvides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.Last updated2MIT
- Alicense-qualityCmaintenanceEnables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.Last updated70Apache 2.0
- Alicense-qualityCmaintenanceEnables searching and retrieving documentation files from a local docs folder using a search tool and dynamic resource URIs.Last updatedMIT
- AlicenseAqualityDmaintenanceHigh-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.Last updated311MIT
- AlicenseAqualityCmaintenanceProvides 14 enhanced intelligent search tools for both international platforms (GitHub, StackOverflow, NPM, etc.) and Chinese platforms (CSDN, Juejin, WeChat docs, etc.). Each tool includes smart URL generation, search tips, and related suggestions for comprehensive technical research.Last updated145413MIT
- AlicenseAqualityAmaintenanceMCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids); optional server-side read-only mode for agents. Docker-ready.Last updated261Apache 2.0
- AlicenseCqualityCmaintenanceA Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.Last updated238MIT
- Alicense-qualityAmaintenanceLive, ranked search across any number of llms.txt documentation sites - Strands, Kiro, the AWS guides, and whatever you add at runtime.Last updatedMIT
- Alicense-qualityDmaintenanceProvides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.Last updated44MIT
- Alicense-qualityDmaintenanceSearches OpenSearch documentation, blogs, and community forums.Last updated2MIT
- Flicense-qualityDmaintenance搜索金蝶开发者社区知识库的 MCP 服务器，支持根据关键字检索并返回结果表格。Last updated
- Flicense-qualityDmaintenanceEnables AI assistants to load, parse, and query OpenAPI/Swagger documentation from URLs with intelligent search across endpoints, schemas, and authentication methods. Provides 10 specialized tools for comprehensive API exploration including path details, operation lookups, and multi-criteria search capabilities.Last updated4
- Flicense-qualityDmaintenanceEnables searching documentation from GitHub repositories and web pages via MCP tools, with in-memory indexing and caching for fast retrieval.Last updated
- FlicenseAquality-maintenanceExposes an internal engineering knowledge base to AI assistants, allowing users to search and retrieve standards, runbooks, and architecture decisions. It supports RAG-enhanced search, document scraping, and specialized prompts for incident investigation and code reviews.Last updated5
- FlicenseAqualityDmaintenanceProvides calculator tools for mathematical operations, access to TypeScript SDK documentation, and meeting summary prompt templates through both stdio and SSE transports.Last updated8
- AlicenseAqualityDmaintenanceEnables parsing and extraction of content from various document formats (PDF, Word, Excel, PowerPoint) into Markdown format using the Niutrans document API.Last updated15MIT
- FlicenseBqualityDmaintenanceProvides calculator tools for mathematical operations, document resources for accessing TypeScript SDK documentation, and prompt templates for generating structured meeting summaries. Built with FastMCP to demonstrate comprehensive MCP capabilities including tools, resources, and prompts in a single implementation.Last updated8
- Flicense-qualityDmaintenanceProvides controlled, verifiable access to jw.org content for AI applications, enabling search, article retrieval, and scripture lookup while preventing hallucinations.Last updated