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maintenanceEnables AI agents to search local Markdown documents using natural language, with automatic indexing and section-level retrieval.
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"An exploration of deep search technologies or methods" matching MCP servers:
- AlicenseAqualityCmaintenanceEnables AI assistants to perform Google searches with real, resolvable sources and transparent search terms.1391MIT
- AlicenseAqualityBmaintenanceRead-only MCP server for discovering and ranking on-chain agents on Stellar mainnet via natural language search, reputation probes, and profile lookups.13521MIT
- AlicenseAqualityCmaintenanceAn MCP server that enables AI assistants to perform web searches on Perplexity.ai using browser automation instead of an official API. It supports persistent authenticated sessions and returns search results along with cited sources directly to the client.3378MIT
- AlicenseAqualityCmaintenanceAn MCP server that gives AI assistants access to the AsyncAPI specification - search, explore and retrieve any version of the spec directly from your coding tool.5Apache 2.0
- AlicenseAqualityBmaintenanceAn MCP server that demonstrates the Model Context Protocol using a mock SQLite database of an online store, offering tools for product search, sales analysis, and reviews, along with resources and prompts for learning MCP integration.8MIT
- AlicenseAqualityCmaintenanceEnables AI agents to send HTTP requests to any endpoint with full control over methods, headers, query parameters, and request bodies.114MIT
- AlicenseAqualityDmaintenanceEnables evaluation of AI-generated code across 45 specialized dimensions using deterministic pattern matching and optional LLM-powered deep review, acting as an independent quality gate.311,1757MIT
- Alicense-qualityAmaintenanceMCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration.8576MIT
- AlicenseAqualityAmaintenanceMCP server for Obsidian vaults — search, memory, link graph, 23 tools, OAuth-protected. Runs locally via Docker or remotely with Obsidian Sync + OAuth 2.1.23085017MIT
- AlicenseAqualityBmaintenanceA lightweight MCP server that enables AI assistants to execute local development tools and retrieve system status with low latency over stdio or HTTP.11,2923MIT
- FlicenseAqualityBmaintenanceAn MCP server that provides AI clients with access to developer documentation via llms.txt files. Exposes tools, resources, and prompts.31
- AlicenseAqualityAmaintenanceMCP server for overseer.nvim — gives any MCP-capable coding agent running inside Neovim (Claude Code, Codex, Gemini CLI, opencode) the same visibility and control over tasks the user has: list, run, tail, restart, stop. Agent-started dev servers land in the user's own task list instead of becoming invisible orphaned processes.87602MIT
- AlicenseAqualityCmaintenanceRelays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.37MIT
- AlicenseAqualityCmaintenanceLocal MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.1378MIT
- AlicenseAqualityAmaintenanceLive Japan seasonal travel data from Japan Meteorological Corporation. 12 tools covering cherry blossom (sakura) forecasts, autumn leaves (koyo), fruit picking, flowers, festivals, and 3-day weather. 1,700+ GPS-tagged spots updated daily at 9AM JST. Works via npx or hosted HTTP endpoint — no auth required.171531MIT
- AlicenseAqualityDmaintenanceA TypeScript-based server that enables programmatic management of pseudo-terminal sessions. It allows users to spawn, control, and interact with terminal processes in real-time through the Model Context Protocol.519AGPL 3.0
- AlicenseAqualityBmaintenanceEnables AI assistants to generate real images via multiple models (OpenAI, Gemini, Recraft, Seedream, Grok, Arrow) and returns usable file paths instead of base64 data.1279MIT
- AlicenseAqualityAmaintenanceProvides AI agents with access to the Colyseus documentation, enabling searching, reading, and listing of documentation pages.310MIT
FoundRole MCPofficial
AlicenseAqualityBmaintenanceEnables AI assistants to search live jobs, view full details, save and track applications in a Kanban board, set follow-up reminders, and subscribe to job alerts—no account needed for searching.2094MIT