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MCP servers tagged search
4.9K live MCP servers tagged "search", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with search.
Itamx
CLI and MCP server for ITA Matrix airfare search via its reverse-engineered JSON API
I18n MCP
MCP server for managing i18n translation files. This server enables LLMs to intelligently manage translations, analyze code for hardcoded strings, and maintain consistency across…
NotionMCP
A MCP server build to connect and manage Notion via LLMs (Claude)
Ccvault
Archive, search, and analyze Claude Code conversation history through a CLI, terminal UI, and MCP server.
Pixabay MCP Server
MCP Server for Pixabay API - Search and retrieve royalty-free images and videos
Kali MCP Server
An embedded MCP server with Kali tools for AI assisted security research
SeekCode
DeepSeek powered terminal-native code agent with TUI for real engineering repositories, built around DeepSeek V4 Pro for long-context reasoning, code editing, testing, Git, web se…
Spotify MCP
Example MCP Server using Streamable HTTP + OAuth Discovery for Spotify MCP
RLM
MCP-RLM is an open-source implementation of the Recursive Language Models (RLMs) architecture introduced by researchers at MIT CSAIL (Zhang et al., 2025)
Flight Search
Full-stack flight search application demonstrating Model Context Protocol (MCP) with Next.js and Spring Boot. Real-time Google Flights data via SerpAPI.
MCP Registry Search
Semantic search ETL pipeline for the MCP server registry. Exposed as both FastAPI and MCP servers
Pixabay MCP Server
MCP Server for Pixabay API - Search and retrieve royalty-free images and videos
Registry Search
Semantic search ETL pipeline for the MCP server registry. Exposed as both FastAPI and MCP servers
Google Maps MCP
A comprehensive Model Context Protocol (MCP) server that provides 14 powerful Google Maps tools for location services, visual mapping, weather data, and environmental information.…
Mimir
Unified local-first memory for AI coding agents — one SQLite store for memories, docs and code, hybrid BM25+vector search, MCP server
Memory MCP Server
My LTM MCP server
Opensearch MCP Server
OpenSearch MCP Server
Brain MCP
Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client
Vulnerablemcp
Intentionally vulnerable MCP server for security research, CTF challenges, and education — featuring 20+ exploits across path traversal, injection, tool poisoning, and more.
Mnemonic
MCP memory manager — 3-layer isolation (global/namespace/project), shared across agents
angular-server
Model Context Protocol (MCP) server providing comprehensive Angular documentation access for AI assistants
File Search MCP
A specialized Model Context Protocol (MCP) server for full-text search within a filesystem.
Agent Memory MCP
Persistent per-user memory engine on Intel Optane & standard storage for AI agents (MCP + Antigravity skill)
Folio
Self-hosted Git-backed team wiki: search, read and edit pages, data tables and whiteboards.
FinMCP
Production-grade MCP server with OAuth 2.1, elicitation, OTel observability, and self-scanning security controls. Reference implementation for AI agents over financial data.
SPSS MCP
Drive IBM SPSS Statistics from any MCP client — instant .sav file I/O via pyreadstat, full statistics procedures in a persistent engine.
Gramps MCP
MCP server with full coverage of the Gramps Web API REST endpoint functionality. Super-powers for your genealogy research with the help of AI.
agentmem
Verifiable memory for AI agents. Know what your agent actually did, and prove it's true.
Files
Sandboxed local filesystem: read, search, edit, copy, archive, and safely manage files.
Jina Reader
Jina AI Reader/Search MCP — turn any URL into clean LLM-ready markdown, plus web search.
duckduckgo-search
MCP server for DuckDuckGo search
3GPP Research Guidance
Provides intelligent guidance for telecommunications standards research through structured metadata about 3GPP specifications, offering tools for specification discovery, requirem…
Chatgpt2md
Convert ChatGPT export to Markdown with full-text search and MCP server for Claude
Starepo
Search your GitHub stars with semantic search
Optimize Anything
Universal text artifact optimizer using LLM-powered iterative search
Harbor Cookbook
Realistic examples of building evals and optimizing agents with Harbor
Ctxpp
A local MCP server that gives AI agents fast symbol search, call-graph traversal, and blast-radius analysis over your codebase.
Zed Exa MCP Extension
Zed extension for Exa's MCP server
Raymon
Ray logging TUI and MCP Server
Pcbparts MCP
MCP server for searching electronic components for PCB assembly
Jamf MCP Server
Model Context Protocol server enabling AI assistants (Claude, ChatGPT) to manage Jamf Pro through natural language. Search devices, deploy policies, execute scripts, manage prof…
Hotels MCP Server
MCP server for hotel searches using Booking.com API
Dappier MCP Server Real Time Web Market Data For AI Agents
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agent…
Arra Oracle V3
Oracle v2 - MCP Memory Layer with semantic search, philosophy, and knowledge management
Fnord
Fnord is an AI code archaeologist.
SDRbot
Open-source, terminal-native RevOps agent. Automates CRM tasks, prospect research, and sales workflows using your own API keys. Fully local and completely free.
Gephi AI
Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP server bridging AI assistants and Gephi, a Claude Code plugin with slash commands and workf…
Biomcp Examples
Example chats from running BioMCP for demonstrations
Research Kit
💫 Toolkit to help you get started with Spec-Driven Research
Cursor Memory
Persistent, searchable memory for Cursor AI — You control what your AI remembers.