ai-search-mcp
Related Servers
Alternatives to ai-search-mcp
No user-submitted related servers found.
Related Servers
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to perform live web searches across 9 engines, scrape web pages into clean formats, and run agentic research with citations via MCP.238 PyPI2MIT
- AlicenseAqualityBmaintenanceEnables AI agents to perform multi-engine web search, fetch web pages, and extract clean Markdown content via MCP, with no API keys required.340 PyPI8MIT
- AlicenseAqualityAmaintenanceEnables MCP-capable agents to perform reliable web search and content fetching through a single server that automatically fails over across multiple providers. It handles keyed or keyless authentication automatically and returns clean Markdown or text results.21MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to perform web search, extraction, and research across multiple provider backends with persistent multi-key rotation and auditable routing. Supports MCP, CLI, and Agent Skill entry points.MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to perform web research in one tool call by searching, fetching and cleaning full pages, and ranking cited passages. Provides web_research, web_fetch, web_search, and status tools for MCP clients.1MIT
- AlicenseAqualityCmaintenanceGives MCP-capable agents live web access: search the web, scrape pages into Markdown (including JavaScript-heavy and bot-protected sites), and extract named fields as JSON, with job polling, token-aware content offloading, and built-in research guidance. Ships as a self-hostable stdio or HTTP service with spend caps and per-request key support.7MIT
TDQS
Scored across 3 tools
Each tool has a clearly distinct purpose: search for web results, fetch_page for retrieving a specific page's content, and research for combining search and deep-reading. There is no overlap or chance of misselection.
All tool names follow the same snake_case, verb_noun pattern (fetch_page, search, research). Although 'search' and 'research' are single-word verbs, the pattern is consistent and predictable.
With only 3 tools, the server is well-scoped for a web search and research workflow. Each tool earns its place with minimal redundancy.
The tool surface covers the full research lifecycle: search to discover results, fetch_page to retrieve content, and research to combine both efficiently. No critical gaps exist for the stated purpose.