Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Mcp Local Rag

No CVEs34D

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

Ferris Search

No CVEs34D

A blazing-fast MCP (Model Context Protocol) server for multi-engine web search, written in Rust.

Suganthans GSC MCP

No CVEs34D

An MCP server for Google Search Console. Ask Claude questions about your search data and get real answers. 20 tools: quick wins, cannibalisation, content decay, CTR benchmarking, alerting, indexing API, and more.

Zen

No CVEs33D

Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

Kaimon.Jl

No CVEs33D

MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search

Srclight

No CVEs33D

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

MCPLuceneServer

No CVEs33D

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.

Mcp Chrome Google Search

No CVEs33D

MCP tool for Google search and webpage content extraction using Chrome browser. Works with Claude to enable Google search and content fetching capabilities.

Lumen

No CVEs32D

Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.

MCP server for advanced web search using Tavily

Hidrix Tools

No CVEs32D

Standalone MCP server: web search, social media search, web fetch tools for Claude Code / Pi agent

Deep Research Mcp

No CVEs32D

MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research

EShopLite

No CVEs32D

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

Brave Search Mcp

No CVEs32D

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context Search capabilities

Mcp Google Cse

No CVEs32D

A Model Context Protocol server that provides search capabilities using a Google CSE (custom search engine).

Zed Mcp Server Threadbridge

No CVEs31D

Model Context Protocol Server for persistent AI memory with hybrid semantic search on Zed

Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.