Web Search MCP Servers

Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.

MCP server for Indian Railways: search trains, stations, schedules and live status.

Official airline award MCP. Search 12.3M+ award flights across 48 loyalty programs.

Web scraper for agents: fetch any URL as clean markdown (headings, links). x402 for JS rendering.

Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.

Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys required.

Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector flows.

Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, karma discounts.

AEC subcontractor vendor procurement plumbing layer. Preview V3 2027. Patent pending.

Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

Unofficial NTNU course data: search, timetables, grades, course info, and exam logistics.

Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

AEC subcontractor vendor procurement plumbing layer. Preview - V3 launches 2027.

Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.

Get authoritative answers about Redpanda documentation and search API references.

Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools.

Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK, hh.ru, Kwork.

Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.

Run AI market research: synthetic customer panels for concept testing, message testing, segments.

49 pay-per-use APIs for AI agents via x402. AI, crypto, DeFi, blockchain, weather, search, security.

Search @imqueue docs and scaffold typed services & clients from your AI coding agent.

Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.

Create, read, search, and organize your Drafto notes and notebooks.

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector