One (free) MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked. Ideal for discovering and retrieving structured insights from any public source - effortlessly and ethically. New features are live - check out what’s new: https://brightdata.com/ai/mcp-server/launch-week
VAST XML validation MCP server for programmatic video advertising. Over $30 billion in annual CTV and video ad spend flows through VAST XML — malformed tags cause lost impressions, broken tracking, and revenue discrepancies between platforms. Validates VAST tags against IAB Tech Lab VAST 2.0, 3.0, 4.0, 4.1, 4.2, and 4.3 specifications, W3C XML 1.0 well-formedness, RFC 3986 URI syntax, IANA media types, ISO 4217 currency codes, Ad-ID registry format, and IAB SIMID 1.0–1.2. 118 rules covering required fields, schema validation, structural correctness, security, deprecated features, and value formats. Tools: validatevast (validate inline XML), validatevasturl (fetch and validate a VAST URL, following wrapper chains), listrules (browse all 118 rules), explainrule (get fix guidance for a specific rule), fixvast (auto-fix common issues). Built on a zero-dependency Rust core. Sub-millisecond latency. No data retention — VAST XML is validated ephemerally and never stored. Self-hostabl
Web scraping and automation platform. Run scrapers, extract structured data, and automate browser-based workflows.
The Nimble MCP Server gives AI agents the ability to search, extract, map, crawl, and structure data from any website in real time. It exposes Nimble’s full web data platform as MCP tools that any compatible AI client can use.
Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to interact with web pages, take screenshots, and run parallel sessions in a cloud browser environment.
Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability. Transform webpages into structured markdown, extract data using AI, and execute AI-powered web searches seamlessly. Enhance your applications with powerful web data extraction capabilities through this integration. It could also make web search, browser automation and markdownification
DevMatch is an MCP server for hiring engineers based on what they've actually built. Connect from Cursor, Claude Desktop, or any MCP-compatible AI assistant and search 35M+ developers ranked by verified open-source contributions — not LinkedIn keywords or self-reported skills. Three tools: findcandidates — paste a job description, get a ranked shortlist with bio, top repos, contribution evidence, and contact info. Pro tier adds verified email enrichment on the top 5 results. getprofile — deep-dive any GitHub handle. Bio, recent activity, top projects, and outreach channels in one call. findsimilarprojects — landscape mapping from a seed repo with top contributors surfaced, so you can pivot from a project to its maintainers in one step. Built for mission-driven teams that want engineers who care about the work, not just check the keyword box. OAuth sign-in (no API keys to juggle). Free tier with 50 monthly credits, $129/mo Pro for higher quotas plus verifie
GroundRoute gives your AI agent web search across six engines (Serper, Brave, Exa, Tavily, Firecrawl, Perplexity) through a single search tool. That one tool covers web, news, and academic search, synthesized answers with citations, and full-page fetch, all selectable with a mode parameter, so you never wire up or pay for six separate APIs. It routes each query to the cheapest engine that meets a quality bar, caches repeats, and fails over automatically. Pricing is gain-share: you keep about half the cache savings, so it never costs more than going direct. Bring your own engine keys (BYOK) or let GroundRoute manage them. New accounts start with $10 in free search credit, no card. Get a key at https://groundroute.ai/keys, and see the live benchmark across all six engines (170 real agent queries) at groundroute.ai/state-of-ai-search.
Hostsmith is static hosting built for AI agents. Hand it a file - HTML, PDF, image, or a folder of static assets - and get back a live, shareable HTTPS URL in seconds. No repository, no build pipeline, no CI configuration; the agent calls a tool and the user gets a URL. Use it to publish reports, share generated demos, ship one-page sites, or host any artifact your agent produces. Attach custom domains, mark sites as private, and choose EU or US data residency at the infrastructure level.
Clean US equity total returns + institutional risk decomposition, via MCP. RiskModels gives agents dividend-adjusted total return series for any US stock or ETF — and decomposes both the return and its risk into market → sector → subsector → residual layers, with executable ETF hedge ratios for each. Built on ERM3, a hierarchical factor model with orthogonalized factor construction over ~3,000 US equities (16k-name historical panel), daily history back to 2006. One MCP call covers performance tracking, return attribution, manager-skill / 13F review, hedging, stat-arb, or feeding clean returns into your own models. Capabilities Returns — daily dividend-adjusted total (gross) return series, point-in-time / time-safe Return attribution — gross return split into L1/L2/L3 factor vs residual; isolates the residual (stock-picking / alpha) series Risk decomposition — additive market / sector / subsector / residual variance shares (su
URL safety checker for AI agents. Detects phishing and malware before your agent visits any link.
Provide AI agents and automation tools with contextual access to blockchain data including balances, tokens, NFTs, and contract metadata. Enable multi-chain support and deliver enhanced user experience with progress notifications for long-running queries. Facilitate seamless integration with AI hosts like Claude Desktop for blockchain data analysis.
Anti-firehose options-flow intelligence for AI agents. Every night the engine scans the US options market for unusual activity and curates hard - down to a small, high-signal candidate pool with point-in-time features, realized MFE/MAE opportunity surfaces, outcome labels, and methodology playbooks. Deliberately no "pick" endpoint: your agent reasons over data primitives to its own contract and exit. Free anon tier works with no account (daily report, playbooks, explainers). Pro tools require Agent Access ($39/mo) via a Bearer API key.
Create hand-drawn diagrams and visual illustrations directly within the conversation. Access comprehensive references for element formatting and color palettes to enhance visual communication. Visualize complex ideas through animated drawing sequences that bring concepts to life.
Cannabis and controlled substances regulatory intelligence MCP server. Query state-by-state cannabis testing limits (pesticides, heavy metals, microbials, solvents, potency) across 18+ US states. Check substances against UN INCB Yellow List (154 scheduled narcotics), EU Drug Precursors Regulation (46 controlled chemicals), and EMCDDA Novel Psychoactive Substances database. Verify Health Canada cannabis compliance (383 regulations). 2,566 total records across 5 databases. Built by Two Halves — twohalves.ai
Access structured interview notes and candidate insights. Search past interviews, review feedback, and track hiring decisions.
Map text into knowledge graphs to create a structured representation of conceptual relations and topical clusters in your documents. Detect content gaps between the topical clusters and generate research questions to drive research and content creation using the powerful Graph RAG technology underpinning InfraNodus. Get additional insights about texts: main topics, keywords, and underlying themes. Connect to your existing InfraNodus graphs or create new ones to enrich analysis and outputs.
Independently verified routing data and advisories for AI agents across a growing catalog of consumer vendor sites. Current segments covered include travel, ecommerce, finance, food delivery, ticketing, mobility, real estate, and telehealth. Covers protocols, endpoints, access requirements, and transaction discrepancies to help agents decide which sites to trust.
The QA platform for AI-native teams. Bug reports, test management, Playwright automation, security scanning, and performance testing — all 109 tools available from your AI assistant.
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer, IRS income data, sector gap analysis, and 500 oracle prompts. 20 MCP tools. LLMs pay $0.01–$0.05/call. Free discovery tier available. Built for autonomous agents and LLM pipelines. thelocalintel.com
AI reasoning checks any document for internal consistency and completeness against the applicable international standard for its type, before your agent acts on it.
