Search & Retrieval MCP Servers
MCP servers that give AI assistants live web search and document retrieval. This page lists 70 Search & Retrieval MCP servers, ranked by GitHub stars.
| # | Server | Category | Stars | Forks | Last commit |
|---|---|---|---|---|---|
| 1 | Agent Skills Search Server search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server | Search & Retrieval | 23.4K | 1.6K | 15 days ago |
| 2 | Exa MCP search the web and retrieve high-quality, AI-ready results in real time | Search & Retrieval | 4.8K | 361 | 3 days ago |
| 3 | BoostedTravel flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs | Search & Retrieval | 1.6K | 93 | 5 days ago |
| 4 | brave visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,… | Search & Retrieval | 1.3K | 185 | 6 days ago |
| 5 | jjlabsio-korea-stock-mcp search company disclosures and financial statements from the Korean market. Retrieve stock profile… | Search & Retrieval | 166 | 38 | 12 days ago |
| 6 | apple-rag-mcp apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients | Search & Retrieval | 116 | 10 | 24 days ago |
| 7 | IlyaGusev-academia_mcp search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel… | Search & Retrieval | 90 | 6 | 6 months ago |
| 8 | yuna0x0-anilist-mcp access and interact with anime and manga data seamlessly. Retrieve detailed information about your… | Search & Retrieval | 82 | 15 | 11 days ago |
| 9 | Swiss Case Law 956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT) | Search & Retrieval | 51 | 13 | yesterday |
| 10 | LinkupPlatform-linkup-mcp-server search the web in real time to get trustworthy, source-backed answers. Find the latest news and co… | Search & Retrieval | 29 | 4 | 1 month ago |
| 11 | hollaugo-financial-research-mcp-server analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi… | Search & Retrieval | 22 | 5 | 5 months ago |
| 12 | Himalayas Remote Jobs search and post remote jobs, browse companies, check salaries, and find talent on Himalayas.app | Search & Retrieval | 17 | 6 | 4 months ago |
| 13 | Parallel Task MCP deep research or task groups | Search & Retrieval | 15 | 6 | 9 months ago |
| 14 | adamamer20-paper-search-mcp-openai search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic… | Search & Retrieval | 14 | 7 | 10 months ago |
| 15 | serkan-ozal-driflyte-mcp-server discover available topics and explore up-to-date, topic-tagged web content. Search to surface the… | Search & Retrieval | 11 | 5 | 9 months ago |
| 16 | arjunkmrm-perplexity-search enable AI assistants to perform web searches using Perplexity's Sonar Pro | Search & Retrieval | 10 | 6 | 5 months ago |
| 17 | Hint-Services-obsidian-github-mcp connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy… | Search & Retrieval | 9 | 7 | 8 months ago |
| 18 | openarx open scientific knowledge MCP for AI agents. Three profiles: search, publish, govern | Search & Retrieval | 8 | 0 | 6 days ago |
| 19 | Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ) twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys | Search & Retrieval | 8 | 3 | 3 days ago |
| 20 | BuyWhere MCP product search, price comparison, and affiliate-ready shopping across Singapore and US retailers | Search & Retrieval | 6 | 1 | 7 days ago |
| 21 | Fedlex Connector search Swiss federal legislation: laws, articles, amendments via the Fedlex SPARQL endpoint | Search & Retrieval | 6 | 2 | 1 month ago |
| 22 | leandrogavidia-vechain-mcp-server search VeChain documentation, query on-chain data, and fetch fee suggestions with direct links to… | Search & Retrieval | 5 | 1 | 9 months ago |
| 23 | NewzAI MCP Server news MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google | Search & Retrieval | 5 | 0 | 2 months ago |
| 24 | alex-llm-attack-mcp-server query and retrieve information about various adversarial tactics and techniques used in cyber atta… | Search & Retrieval | 3 | 1 | 9 months ago |
| 25 | CatchDoms — Expired Domains API search 40K+ expired domains from 12 auction platforms with SEO metrics and scores | Search & Retrieval | 2 | 0 | 2 months ago |
| 26 | rolli-mcp social media search, expert discovery, and analytics across X, Reddit, YouTube, and more | Search & Retrieval | 2 | 1 | 2 months ago |
| 27 | sunub-obsidian-mcp-server search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a… | Search & Retrieval | 2 | 1 | 18 days ago |
| 28 | advisorfinder-mcp search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials | Search & Retrieval | 1 | 0 | 4 months ago |
| 29 | Award Flight Daily official airline award MCP. Search 12.3M+ award flights across 48 loyalty programs | Search & Retrieval | 1 | 0 | 3 months ago |
| 30 | Bitvoya MCP luxury hotel search, rate comparison, booking quotes, and secure checkout handoff | Search & Retrieval | 1 | 0 | 3 months ago |
| 31 | forge forge, Voxell's hosted text-embedding API. Tools: embed and list_models | Search & Retrieval | 1 | 0 | 1 month ago |
| 32 | Gavelin search bills and speaker-attributed hearing transcripts across all 50 US state legislatures | Search & Retrieval | 1 | 0 | 3 months ago |
| 33 | generect-mcp B2B lead generation and company search through Generect Live API for sales prospecting | Search & Retrieval | 1 | 2 | yesterday |
| 34 | LegalSearch public Indian legal search MCP for Roop judgments, statutes, and corpus grounding | Search & Retrieval | 1 | 0 | 2 months ago |
| 35 | aamangeldi-dad-jokes-mcp get a random dad joke or search by keyword to fit any moment. Retrieve specific jokes by ID for re… | Search & Retrieval | 0 | 0 | 9 months ago |
| 36 | Agentic Terminal Directory verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — search, verify, pay | Search & Retrieval | 0 | 1 | 1 month ago |
| 37 | AI Reasoning Commons search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth | Search & Retrieval | 0 | 0 | yesterday |
| 38 | Amber long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics | Search & Retrieval | 0 | 0 | 1 month ago |
| 39 | aNotepad AI access to your aNotepad online notes: read, search, write, and organize via 22 tools | Search & Retrieval | 0 | 0 | 1 month ago |
| 40 | aryankeluskar-poke-video-mcp search your Flashback video library with natural language to instantly find relevant moments. Get… | Search & Retrieval | 0 | 1 | 10 months ago |
| 41 | Auralogs read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses | Search & Retrieval | 0 | 0 | 1 month ago |
| 42 | AutoRFP.ai search AutoRFP.ai projects, requirements, content library, and tags for Q&A and analytics | Search & Retrieval | 0 | 0 | 2 months ago |
| 43 | Bankruptcy Observer US business bankruptcy data via MCP: search by name, EIN. Lookup docket items | Search & Retrieval | 0 | 0 | 3 months ago |
| 44 | BeauticsLab search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG ingredient analysis | Search & Retrieval | 0 | 0 | 20 days ago |
| 45 | Boostermage MTG Prices live MTG sealed product prices across UK retailers. Search, compare, track deals and price drops | Search & Retrieval | 0 | 0 | 1 month ago |
| 46 | BuyWhere Product Catalog search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse categories | Search & Retrieval | 0 | 1 | 3 days ago |
| 47 | charity-registry search, verify, and compare 8.7M+ charities from official government registries in 60+ countries | Search & Retrieval | 0 | 0 | 1 month ago |
| 48 | cindyloo-dropbox-mcp-server search, browse, and read your Dropbox files. Find documents by name or content, list folders, and… | Search & Retrieval | 0 | 0 | 9 months ago |
| 49 | Compoid MCP A collaborative repository where AI agents and humans share research, images, videos and papers | Search & Retrieval | 0 | 0 | 2 months ago |
| 50 | Contexta persistent memory and knowledge graph for AI assistants — keyword + vector + graph search | Search & Retrieval | 0 | 0 | 3 months ago |
| 51 | Curio — design style library A design-style library for AI agents: search real styles, fetch a ready-to-apply design spec | Search & Retrieval | 0 | 0 | 1 month ago |
| 52 | Fiber AI search companies, enrich contacts, and reveal emails and phones from your AI agent | Search & Retrieval | 0 | 0 | 2 months ago |
| 53 | Fidensa independent AI certification authority. Trust scores, search, comparison, and verification | Search & Retrieval | 0 | 0 | 3 months ago |
| 54 | Game Industry Library search 300+ game industry reports with hybrid search, claims, charts, and citations | Search & Retrieval | 0 | 0 | 2 months ago |
| 55 | GetCurrentOffer search live credit card merchant offers across Amex, Chase, Citi, PayPal, Rakuten, Capital One | Search & Retrieval | 0 | 0 | 3 months ago |
| 56 | GTH Intelligence — Substance Abuse Treatment Finder search 12,373 SAMHSA-verified substance abuse treatment facilities across all 50 US states | Search & Retrieval | 0 | 0 | 21 days ago |
| 57 | kodey-ai-salesforce-mcp run SOQL queries to explore and retrieve Salesforce data. Inspect records, fields, and relationshi… | Search & Retrieval | 0 | 0 | 9 months ago |
| 58 | Law.AI — Lawyer Search verified lawyer and attorney search, discovery, and matching for AI — 991K+ US profiles | Search & Retrieval | 0 | 0 | 1 month ago |
| 59 | lineex-pubmed-mcp-smithery search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter… | Search & Retrieval | 0 | 0 | 10 months ago |
| 60 | mcp give AI agents access to form submissions — read, search, update, and process file attachments | Search & Retrieval | 0 | 0 | 3 months ago |
| 61 | mcp-shield trust verification for MCP servers. Check scores, scan for security issues, search 4,200+ servers | Search & Retrieval | 0 | 0 | 4 months ago |
| 62 | Paper Lantern research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs | Search & Retrieval | 0 | 0 | 3 months ago |
| 63 | rfdez-pvpc-mcp-server retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica | Search & Retrieval | 0 | 0 | 2 months ago |
| 64 | sebastianall1977-gmail-mcp manage Gmail end-to-end: search, read, send, draft, label, and organize threads. Automate workflow… | Search & Retrieval | 0 | 0 | 9 months ago |
| 65 | semblecodesearchgate-mcp paid remote MCP for agent code search routing MCP, structured receipts, audit logs, and reviewer-rea | Search & Retrieval | 0 | 0 | 2 months ago |
| 66 | Stompy – AI Memory for Claude & MCP Agents persistent AI memory with semantic search, conflict detection, and ticketing | Search & Retrieval | 0 | 0 | 4 months ago |
| 67 | trustrails-mcp-server search UK electronics products across retailers. Real-time prices, stock, and specs | Search & Retrieval | 0 | 0 | 3 months ago |
| 68 | turnono-datacommons-mcp-server discover statistical indicators and topics in Data Commons. Retrieve observations for specific var… | Search & Retrieval | 0 | 0 | 9 months ago |
| 69 | xmp4 — Semantic code knowledge for your stack OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+ | Search & Retrieval | 0 | 0 | 2 days ago |
| 70 | xurprise agent-native commerce for SEA/China/global. 43 brands. 6 tools. 9-language search | Search & Retrieval | 0 | 0 | 3 months ago |
Frequently asked questions
What are Search & Retrieval MCP servers?
MCP servers that give AI assistants live web search and document retrieval.
Which Search & Retrieval MCP servers are most popular?
The most-starred Search & Retrieval MCP servers include Agent Skills Search Server, Exa MCP, and BoostedTravel.
How do I choose a Search & Retrieval MCP server?
Compare GitHub stars, recent commit activity, supported clients, and license, then pick the server that matches your stack and use case.
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