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MCP servers tagged search

1.8K 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.

1.8K
live servers
37
avg trust
3.9K
most stars
1351

Notion DB MCP Helper

Provides tools for querying and updating Notion database rows by exact property filters, avoiding semantic search for reliable row selection.

34
1352

idealo MCP Server

Search products, compare prices and discover deals across 6 European markets with your AI assistant.

34
1353

AskCyborg

Analyst-debate research on every public and private company. Reports, scores, audio briefings.

34
1354

Vaquill

Legal research: US primary law, Indian case law (31M+ judgments), and citation graph traversal.

34
1355

io.github.groupdocs-watermark/groupdocs-watermark-mcp

MCP server for GroupDocs.Watermark — add and search document watermarks via AI agents.

34
1356

Sense

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

34
1357

Amber

Gives your AI persistent memory across conversations. Stores facts automatically, finds them by meaning using hybrid search with query expansion, and organizes everything into top…

34
1358

MCP Registry Search

Search and browse every MCP server in the Model Context Protocol registry.

34
1359

AutoRFP.ai

Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and analytics.

34
1360

BeauticsLab

Search Korean cosmetics (Olive Young, Daiso, Naver, Coupang) with EWG ingredient analysis.

34
1361

BMLT Meetings

Search Narcotics Anonymous meetings worldwide via the BMLT directory.

34
1362

travel-mcp-server

An AI-powered travel planner MCP server enabling flight and hotel search, weather forecasts, point-of-interest discovery, itinerary generation, and budget management.

34
1363

PayU Docs

Search PayU docs, browse the payment integration catalog, and fetch production-ready code.

34
1364

Commons Wikimedia

Wikimedia Commons file/image/audio/video search via MediaWiki Action API

34
1365

Dataverse Harvard

Harvard Dataverse — research dataset repository (~150k datasets)

34
1366

Gov Uk Content

GOV.UK Content + Search APIs (every gov.uk page + full search)

34
1367

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

34
1368

Heroku Code MCP

Search and execute Heroku Platform API operations

34
1369

Apple Maps

Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvisor reviews.

34
1370

Figshare

Figshare research outputs (datasets, papers, posters)

34
1371

Listen Notes

Podcast directory search + best podcasts + recommendations via Listen Notes. Free key required.

34
1372

Tenor

Tenor GIFs/stickers v2: search, featured, categories, trending, posts.

34
1373

Urlscan Io

urlscan.io URL scanner — search/result keyless, submit needs key

34
1374

Zenodo

Zenodo (CERN) open research data repository

34
1375

POS.DO MCP Server

Discover 356K+ restaurants in 20 countries: search, reviews, cultural context, time-based offers.

34
1376

Mnemexa MCP

Provides persistent, self-optimizing memory for AI agents, enabling them to remember preferences and context across sessions and share knowledge across multiple agents.

34
1377

contextforge-mcp

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. Semantic search, Git sync, project-based, Persistent memory MCP server for Claude Code, Cursor, and GitHu…

34
1378

Svg/icons MCP

Enables AI coding tools to search, inspect, recommend, and export SVG icons from svgicons.com for use in design systems, frontend projects, and AI-assisted workflows.

34
1379

vault-cortex

MCP server for Obsidian vaults — search, memory, link graph, 23 tools, OAuth-protected. Runs locally via Docker or remotely with Obsidian Sync + OAuth 2.1.

34
1380

patents-mcp

MCP server for patent search and prior art discovery powered by Google Patents public dataset on BigQuery. Supports searching patents, fetching full patent details with CPC codes…

34
1381

com.clauxel.semblecodesearchgate/semblecodesearchgate-mcp

Paid remote MCP for agent code search routing MCP, structured receipts, audit logs, and reviewer-rea

34
1382

AI Success Story

First-person AI war-stories from coding sessions, searchable via MCP for prior-art consultation.

34
1383

FastMCP server for Substack — publish Notes and posts, pull analytics, manage dr

FastMCP server for Substack — publish Notes and posts, pull analytics, manage drafts, pluggable…

34
1384

The Guardian

Guardian Open Platform: content search, articles, sections, tags. Free dev key.

34
1385

AI Reasoning Commons

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

34
1386

Votura Tours

Search AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours.

34
1387

Le Chat AI MCP

Le Chat AI walks through Mistral's Le Chat - Free/Pro/Team pricing, Flash Answers, Deep Research,

34
1388

io.mcpcentral/jsoncanvas

Create, validate, edit, export (markdown/svg/png/mermaid), and search JSON Canvas files.

34
1389

VibeSEO

SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.

34
1390

MCP Commerce Server Starter

FastMCP commerce server starter: product catalog, search, and checkout. Deploy to Vercel in 5 min.

34
1391

LegalSearch

Public Indian legal search MCP for Roop judgments, statutes, and corpus grounding.

34
1392

io.github.fieldcure/essentials

Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, file I/O, memory.

34
1393

SPARKIT-science/sparkit-mcp

mcp`.

34
1394

SelfPy/science-ai-mcp-server

paper library), and the Article Writer pipeline. Free local tools (FTS5, zero LLM cost); LLM tools use caller account credits.

34
1395

AIweather-Anurag/ottasia-mcp-server

server`

34
1396

Gaoshan0971/digeguigui

dimension care, health diagnosis, pricing, and blockchain provenance. Free tier: 9 tools, 10 req/min. MCP: https://api.digeguigui.com/mcp

34
1397

codeitall

Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, deprecation, sig search

34
1398

io.github.shaozhengkun123/yarrow

I-Ching (周易) oracle: cast a hexagram, read classical commentary, get a reflection. Bilingual.

34
1399

TDA Discord Reader

Discord channel operations for AI agents. Fetch, search, mentions, post. 4 tools.

34
1400

AXON Epistemic MCP

Official ℰMCP server for AXON — exposes 45 primitives, 33 templates, 17 examples to AI agents.

34
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