Web search & scraping MCP servers

Up-to-date code docs for any prompt

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools.

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

Reddit browser for AI assistants. Browse without API keys; add credentials for search and analysis.

Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials.

Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.

Local searchable memory over the session histories of twenty-one coding agents.

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

Open-source web scraper for AI agents with scrape, crawl, and map tools

Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.

18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.

Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.

Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.

Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.

Live tennis scores, players, rankings, odds and win-probability. ATP, WTA, Challenger, ITF, juniors.

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

Quickly reads webpages and converts to markdown for fast, token efficient web scraping

Evidence-backed crypto due diligence with sources, freshness, and a runtime receipt on every call.

One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and MCP.

IBGE: geography, census, economy and health from the official APIs, with provenance. 23 tools.

MCP server for Zotero: search, citations, safe writes, semantic search, and PDF passages.

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10. 33 tools, MIT.

Make your Codex subscription last up to 2.7x longer. Search with Luna, code with Sol. Native MCP server for OpenAI Codex.

MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.

Access the OpenAlex academic research catalog — 270M+ publications.

MCP server for browser use access

Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

Filesystem-direct Obsidian MCP server — search and edit your vault with low context-tax.

Banco Central do Brasil (BCB): SGS series, Focus expectations, PTAX, stats + provenance. 17 tools.

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.

Search books and authors on the Internet Archive's Open Library

Verified fixes, professional reviews, and evidence-led apparel over MCP.

768 tools, all usable alone: ad research, video ads, 10 publishing channels, 11 ad platforms.

Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted OAuth.

Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

Czech VAT-payer reliability (ADIS / nespolehlivý plátce DPH) + registered bank accounts by DIČ.

Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP.

Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.

Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.

Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligence.

FreeScout ticket management with AI-powered analysis, search filters, and structured outputs.

Search Facebook Marketplace, eBay, Depop, and Poshmark from AI — filters, photos, full listings.

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

Search PubChem compounds, properties, safety data, bioactivity, and cross-references.

Secure filesystem MCP server for reading, writing, searching, diffing, and patching files.

Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1

Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.

📜 An MCP server for conversation history search and retrieval in Claude Code

Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.

Cash out an AI agent's USDC to a real bank account (non-custodial). Plus Base data + a marketplace

Self-serve publisher onboarding for Lulu Ads. 70% CPA, disclosed sponsored field.

Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.

Web scraping, crawling, deep research & autonomous extraction — 29 MCP tools, clean Markdown/JSON

Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time, and produce better, more familiar output.

MCP server for Scrivener: read, write, analyze, and search your manuscripts with AI assistants.

MCP server for Jira Cloud — issues, search, comments, attachments, transitions.

Searchable football data provider docs for AI coding agents.

Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants

Local-first document management and semantic search for AI coding agents

Naming engine with availability intelligence: score names, check domains, socials and registries.

Browse Hacker News feeds, threads, and user profiles with full-text search.

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Search NOAA climate stations and datasets, fetch historical weather observations.

Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.

Researcher profiles, works, affiliations, funding, and peer reviews from the ORCID registry.

Search books and authors, fetch editions, browse subjects, and resolve cover images.

Search US court opinions, federal dockets, judges, citations, and oral arguments via CourtListener.

UBO, sanctions & ownership graph. 23 tools, 130.7M entities, 31 registries.

Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.

Real-time web search, reasoning, and research through Perplexity's API

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

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

Access FEC campaign finance data. Query data about candidates, money trails, and election filings.

Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.

Find and enrich leads, run multi-channel outreach, and manage the sales pipeline.

Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.

23 MCP tools: compliance, verification, messaging, booking and US contract search. 13 keyless.

Search and analyze global news coverage and US TV transcripts via the GDELT Project APIs.

Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embedding), MCP protocol, Web dashboard.

Persistent memory + FTS5 search MCP server for Claude Code conversation history.

Give your coding agent a map of the repository, not a pile of search results.

MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track research trends, and map collaboration networks

Multi-account email MCP server for SMTP sending, IMAP search, replies, attachments, and inbox organization

Search and query CDC public health data — mortality, vaccinations, surveillance, behavioral risk.

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search engine you can talk to, with cited answers from your files, code, and the web. MCP server for coding agents, web crawler, TUI, CLI, REST API, Python library. No Ollama or LM Studio needed, works with both.

Your own search engine

Search Austrian federal and state law, court decisions, and the authentic Bundesgesetzblatt (RIS).

WHO Global Health Observatory — 3,059 indicators across 194 member states.

Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

PubMed & Europe PMC literature search, US/UK drug labelling, and clinical trials for AI assistants.

Search 14.5M Smithsonian Open Access objects, get CC0 images, find cross-collection connections.

Intent-based MCP server for project documentation search. Maps natural language queries to the right sources automatically—no configuration needed. The standard for AI agent documentation search.

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

Access U.S. congressional data - bills, votes, members, committees - via MCP.

Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP.

A metasearch library that aggregates results from diverse web search services

Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

Get US weather forecasts, active alerts, and current observations.

SEC filings, dilution, insider & institutional ownership, and political-trade data for AI agents.

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.

MCP server for Callimachus: local index and search of your AI coding-agent threads

MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain-text retrieval.

Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete.

Real-time transit stops, routes, arrivals, vehicle positions, and schedules via OneBusAway APIs.

Local-first semantic code search across all your repos. Private context for AI coding assistants.

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers.

Spanish e-invoicing with VeriFactu (AEAT): issue invoices, manage customers, validate NIFs.

MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M+ nonprofits.

MCP server for advanced web search using Tavily

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

Look up Pokémon, moves, abilities, items, natures, and type matchups from PokéAPI v2.

Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.

Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.

Claude Code plugin: a front office for your real Sleeper league — draft board, trade pricing, optimal lineups, waivers. Reads your actual roster and your league's exact scoring.

Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

Search posts, profiles, feeds, threads, and trending topics on Bluesky.

ILOSTAT labour statistics with provenance (source, vintage, license). 6 tools incl. search/fetch.

MCP server for Atlassian Confluence — search, read, create and update pages via Claude / Windsurf / any MCP-compatible AI client. Supports Cloud and on-premise (Server/Data Center).

Plan W-2 event staffing from 345 catalog entries; a coordinator confirms each order.

Query FEMA disaster declarations, public assistance grants, housing aid, and NFIP claims.

Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.

Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.

Job search automation, auto apply, resume builder, application tracking, and recruiter outreach

小红书 MCP / Xiaohongshu XHS RedNote MCP by SocialDataX，支持笔记搜索、笔记详情、评论、评论回复、博主信息和博主笔记列表，for note search, note details, comments, creator profiles, and creator note lists.

Barcode lookup, nutrition search, and product comparison for 3M+ crowd-sourced food products.

MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-access images.

FCC broadband availability, coverage analysis, and digital divide data for US geographies.

Statistics Estonia (andmed.stat.ee) PxWeb MCP. Keyless.

Supply chain risk scoring for npm, PyPI, Cargo, and Go. 9 tools. Behavioral signals.

UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.

Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…

1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

Host-owned vacation-rental direct booking via VRP. Signed offers, 0% commission. Not an OTA.

Search USGS and EMSC seismic data — real-time feeds, event queries, and earthquake counts.

Find, compare, and audit software for AI agents. Scored registry of tools and MCP servers.

Query IMF SDMX 3.0 macroeconomic dataflows — WEO, BOP, CPI, exchange rates, 190 countries.

AI-powered bioprotocol optimization — generate, search, and manage lab protocols via MCP

Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.

Query OSV.dev for package vulnerabilities and batch-audit dependency lists via MCP.

Technical SEO in Claude: GSC + crawl + DataForSEO - audit, market sizing, content recon.

Search foods, compare nutrients, and look up the full USDA FoodData Central database.

Live odds, cross-book +EV and graded player-prop results across 27 books. Hosted endpoint included.

MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search.

Look up genes, sequences, variants, homologs, and cross-database xrefs from Ensembl REST.

Turn Claude into a full job-search partner — Career KB, tailored resumes, application pipeline, interview prep. MCP server + local dashboard; your data never leaves your machine.

Search NPPES providers and resolve NUCC specialty codes via MCP over STDIO or Streamable HTTP.

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

Token-efficient code intelligence for AI agents — 66 MCP tools via tree-sitter AST, BM25F search, semantic search, and LSP bridge

A family of independent, MIT-licensed TypeScript packages for lossless, type-safe document conversion — OOXML (docx/pptx/xlsx), OpenDocument (odt/ods/odp), Markdown, EPUB, and PDF — sharing a common Zod-based schema layer, plus the CLI, MCP server, and web UI built on top of them.

Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

MCP server for accessing curated awesome list documentation

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

US consumer product recalls from the CPSC — hazards, remedies, and affected products.

抖音 MCP / Douyin MCP by SocialDataX for hot search, work search, work details, comments, comment replies, creator profiles, creator works, and creator series.

MCP server for Google Search Console & Indexing API — search analytics, sitemaps, URL inspection

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

Telegram MCP server (MTProto). Connect Claude, Cursor, Claude Code, VS Code, Codex, Cline, Windsurf to a real Telegram account — read/search/send messages, moderate channels, manage stories/contacts/folders, transcribe voice, and call any raw MTProto method. Browser-based sign-in. 100+ tools.

Search and trace US federal rules across the Federal Register, eCFR, and Regulations.gov.

Offline methodology engine for authorized penetration testing, CTF, and security research.

A per-repo markdown wiki your coding agent writes and searches — persistent memory for Claude Code and any MCP harness, stored as plain markdown

Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

Query real-time and historical USGS water data from ~8,000 stream gages and groundwater wells.

Decode VINs, search recalls, complaints, crash ratings, and investigations.

Agentic Finance: 500+ tools for AI agents over x402 or MPP, free via PoW, or prepaid card credits

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

Multi-account Google MCP server for Claude Code: Gmail, Drive, Calendar, Sheets, Docs, Contacts, Search Console, and more. ~871 tools with OAuth2 multi-account switching.

Agents play Connect 4, Battleship and duels for real USDC. Every move published. First match free.

Search your local screen recordings, audio transcripts, and computer activity from screenpipe.

French RNCP/RS certification registers: search, sheets, blocs, validity, SIRET habilitation.

Tables and ledgers checked by arithmetic, not by a model. 24 tools. MCP 2026-07-28 ready.

Korean business registry, corporate info, parcel tracking, validation APIs

MCP Server for Vinted that allows to search items, compare prices, and analyze sellers.

AI Agent social network with 23 MCP tools for social, tasks, skills, and XC token economy.

MCP server for Claude Code that provides email capabilities through IMAP/SMTP. Read, search, compose, and manage emails from any IMAP provider.