MCP Servers

Web Search MCP

★ 10

Scrapes Google search results using a headless browser. Requires Chrome to be installed.

Qdrant RAG MCP Server

★ 9

A semantic search server for codebases using Qdrant, featuring intelligent GitHub issue and project management.

Companies House MCP

★ 9

CLI and MCP server for the UK Companies House API — company search, profiles, officers, filings, ownership, and due diligence

Korea Tourism API MCP Server

★ 9

Search for South Korean tourism information, including festivals, temples, and restaurants, using the official Korea Tourism Organization API.

MidOS Research Protocol

★ 8

MidOS Research Protocol: curated skills & knowledge versioned.

Greptile

★ 8

Code search and querying using the Greptile API.

Typesense MCP Server

★ 8

An MCP server for interacting with the Typesense search engine.

Reexpress

★ 8

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows

Fuel Network & Sway Language

★ 7

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

Brave-Gemini Research MCP Server

★ 7

Perform web searches with the Brave Search API and analyze research papers using Google's Gemini model.

SIMAP MCP Server

★ 7

An MCP (Model Context Protocol) server for interacting with SIMAP.ch, Switzerland's public procurement platform.

ArXiv MCP Server

★ 7

A flexible service for searching and analyzing academic papers on arXiv.

QuantConnect PDF MCP Server

★ 5

Converts QuantConnect PDF documentation into searchable markdown, enabling fast, context-aware search.

Everything MCP Server

★ 5

MCP server for Everything (voidtools) file search

Geocoding Tool

★ 5

Convert city names and locations into latitude and longitude coordinates using the free OpenStreetMap Nominatim API. No API key is required.

Singapore Location Intelligence MCP

★ 5

Provides real-time Singapore transport data and routing information.

Researcher MCP

★ 5

A research assistant powered by Perplexity AI for intelligent search, documentation retrieval, and code assistance.

eBird MCP Server

★ 5

Query rich bird observation data from the eBird API using natural language.

Zefix Search

★ 4

Company search in Swiss Central Business Name Index (zefix.ch)

Perplexity

★ 4

Web search using the Perplexity API with automatic model selection based on query intent.

NPI Registry

★ 4

Search the National Provider Identifier (NPI) registry for healthcare providers and organizations in the United States.

Google AI Search MCP

★ 4

A server providing Google AI-powered search and documentation tools for developers.

RAGMap

★ 4

RAG-focused MCP subregistry and server to discover and route to retrieval-capable MCP servers with semantic search, filters, and explainable ranking.

MCP Lucene Server

★ 4

MCP Lucene Server is a Model Context Protocol (MCP) server that exposes Apache Lucene's full-text search capabilities through a conversational interface. It allows AI assistants (like Claude) to help users search, index, and manage document collections without requiring technical knowledge of Lucene or search engines.

TripGo

★ 4

Find transport-related locations, departures, and routes using the TripGo API.

bbox-mcp-server

★ 3

Bounding box coordinate conversion, EPSG projections, H3 indexing, Overpass OSM queries, and shareable map links

Perplexity MCP Server

★ 3

Perform real-time internet research with source citations using the Perplexity API.

Serpstat MCP Server

★ 3

SEO analysis using the Serpstat API.

JinaAI

★ 3

Light JINA AI MCP

Google Web Search (Gemini)

★ 3

Provides Google Web Search functionality using the Gemini API. Requires a Google API Key or OAuth credentials.