What is a #ai-search MCP server?
An MCP server tagged #ai-search implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access ai-search-related tools, data, or APIs.
14 #ai-search MCP Servers & Clients
Every MCP server and client below is tagged #ai-search — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to ai-search tools.
All
Crawlie
Crawlie
Technical SEO + GEO audits your agents can run
Added 14 days ago
AI Search Tool
XvJunyan
AI搜索的MCP server
Added last year
Citare
ravirdp
AI search intelligence + full Ahrefs-class SEO suite as 59 MCP tools. Brand tracking across all 5 AI engines (ChatGPT, Google AI Overview via vision-parsed screenshots, Gemini, Claude/Brave-grounded, Perplexity) with persona-anchored 50-cell weekly Brand Radar dispatches. Bundles
Added 2 months ago
Experimental MCP Service for Azure AI Search
projectAcetylcholine
An experimental MCP service for Azure AI Search in Python
Added last year
Milvus
danchev
A Model Context Protocol (MCP) server for agentic retrieval and semantic search over unstructured and structured data using Milvus, a high-performance vector database. This server enables large language model (LLM) applications to efficiently index, store, and retrieve vector emb
Added last year
Biel.ai
techdocsStudio
Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate, sourced answers.
Added 23 days ago
SA
SEO Audit MCP Server
glivera
Professional SEO auditing MCP server with 14 tools and 9 specialist agents. Quick audits, deep multi-agent analysis, Core Web Vitals, E-E-A-T scoring, schema validation, local SEO, GEO/AI readiness, and site crawling. Free tier available.
Added 2 months ago
Collimer
sandcastlelabs
MCP server for Collimer — run a free AI-search visibility scan (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) from any agent. npx collimer-mcp
Added 19 days ago
TofuBofu AI Visibility
Arnav Neil
TofuBofu runs a free AI visibility scan for any B2B company, right inside your AI assistant. Ask it to scan a domain and it runs the questions real buyers ask across ChatGPT, Claude, Gemini, Perplexity, Google AI Overvie
Added 10 days ago
Superlines AI Search Optimization MCP
Superlines
Superlines connects your AI assistant to real-time analytics on how AI search engines represent your brand. As search shifts from traditional Google results to AI-generated answers, Superlines helps you understand and improve your Share of Voice in this new landscape.
Added 6 months ago
Perplexica MCP Server
thetom42
MCP server for Perplexica
Added last year
Agent Ready
mlava
AI agent readability scanner — score any public URL against the Vercel Agent Readability Spec, llmstxt.org, and 6 agent-protocol manifests (MCP, A2A, agents.json, agent-permissions, UCP, x402). 59 checks with per-check fix guidance. Same engine as agent-ready.dev.
Added 3 months ago
Higress AI-Search MCP Server
MCP-Mirror
Mirror of
Added last year
SM
Searchinfinity Mcp
volcengine
Added 11 months ago
Frequently asked questions
Common questions about MCP servers and clients tagged #ai-search
How many #ai-search MCP servers and clients are there?
mcp.so currently lists 14 MCP servers and clients tagged #ai-search.
How do I install a #ai-search MCP server?
Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.