Awesome MCP Servers

Production-grade MCP server for web search, content extraction, and multi-source research — 8 tools, 5 search providers with automatic failover, 4-tier scraping pipeline. Single Go binary.

一条工務店で家を建てた施主「ろれさん」のブログ記事と、YouTube/X/Instagram/Web から集めた約3,000件の家づくり Tips を横断検索できる MCP サーバ。すべての結果に出典URLが付きます。

A geographic data MCP covering cities, countries, regions, and languages — with multilingual support

Local-first, full-text code search MCP server for AI coding agents. Indexes your codebase with trigram-based indexing for sub-100ms queries. Agents can search across 10k+ files, filter by language or symbol kind, and get structured JSON results — all offline, no API key required

Search 6,500+ curated AI apps from the HyperStore directory via 8 MCP tools.

Natural-language catalog search and rich product lookups with images and merchant links tailored for agents.

A high-performance hotel search and booking service built on the MCPstandard.

RollingGo Flight Search MCP Server. Provides airport search and flight query capabilities for AI Agents and MCP clients via FastMCP.

Search PubMed and summarize biomedical literature — designed for AI health agents.

A remote MCP server for Wikipedia.

Cited live-web search for AI agents — web, news, places, shopping, flights, hotels, YouTube — one MCP tool.

DuckDuckGo web search + URL fetch for AI agents. No API key needed. Free tier works forever.

Good to go

Edama remote MCP effectively gives an AI the ability to "understand" food in the same way a nutritionist would, by translating natural language descriptions, images or barcodes into structured nutrition and food.

MCP server giving Claude AI access to 22+ NYC public-record databases (DOB violations, HPD complaints, ACRIS deeds, DOF sales, 311, FDNY, NYPD, evictions, PLUTO) for real estate due diligence. Free trial. Try without install at nycpropertyintel.com/chat.

Unified real-time search engine skill for AI agents.

Scientific research knowledge and tools

Self-contained SearXNG MCP server in Docker with 200+ search engines, dual transport (HTTP + stdio), API key auth, and built-in Web UI.

Living directory of x402 payment endpoints with curated recipes. Agents discover, evaluate, and execute paid workflows via MCP.

Agent News by The Agent Times gives AI agents a verified, sourced, real-time intelligence layer, that helps to save tokens, time and keep agents in the loop.

Read-only MCP server giving AI agents the web as compact, ranked, verified evidence. Local cross-encoder reranker, NLI claim verification, semantic cross-source agreement and contradiction detection. No API keys.

Free business data API and MCP server. Find restaurants, cafes, hotels, shops and 37+ business categories in any city worldwide. Uses OpenStreetMap data. No API key required. REST API + MCP Streamable HTTP endpoint.

About Semantic code-search (semcode) MCP. Indexes code symbols and commit history. Combines dense embeddings with sparse BM25 vectors for hybrid search that balances semantic understanding with keyword precision.

Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and license constraints

local-first semantic search in Lojban dictionaries

Tube Search

Search over 12,300 SAMHSA-verified addiction and behavioral health treatment facilities across the US

Search 103,000+ verified healthcare practitioners and mental health providers across the US

US land due-diligence MCP — returns solar potential, groundwater depth, flood zones, and county regulations for any property address.

Read-only discovery for opted-in screenwriters and writer-approved public project assets.