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MCP topic guide

Browser Automation MCP Servers

Give AI agents a real browser for QA, research, screenshots, and page inspection. Compare servers by engine, transport, and indexed tools.

Showing 60 of 5958 matching servers from our catalog. Search full directory →

UnClick

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 24,706
Remote

AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messaging, media, and more. Search and call tools for Slack, Reddit, Discord, Shopify, Xero, Bluesky, TMDB, Steam, and 50+ more services.

unclick_search unclick_browse unclick_tool_info unclick_call +46 more

ClickHouse

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Databases
Remote

Query your [ClickHouse](https://clickhouse.com/) database server.

get_clickpipe get_organizations run_select_query list_databases +9 more

backtesting-arena

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Data & Analytics ★ 9,340
Remote

Quantitative crypto backtesting & Bitcoin market-regime analytics. 73 MCP tools: honest look-ahead-aware backtest validation with Deflated-Sharpe-Ratio correction, point-in-time 10-indicator Bitcoin cycle scoring, macro-regime composites, Edge-Library filter effects, 22 on-chain BRK series (since 2009), altcoin screener, sentiment, "buy now or wait?" decision-math, conditional historical-analog base rates & live subscriptions. Core outputs are not reproducible from public OHLCV/market-data APIs. Covers crypto plus stocks/ETFs/commodities/forex. Free tier, no credit card.

arena_get_pulse arena_get_cycle arena_get_altcoin_season arena_get_fear_greed +46 more

Chrome DevTools MCP

Dev Tools ★ 2,100
Local

Official Chrome DevTools MCP server for controlling and inspecting a live Chrome browser from coding agents such as Gemini, Claude, Cursor, and Copilot.

navigate_page take_screenshot evaluate_script list_console_messages +1 more

x711io - universal gas station market and intelligence

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 16,923
Remote

Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price feeds, and The Hive shared memory layer.

x711_web_search x711_price_feed x711_hive_read x711_hive_write +23 more

Playwright

Files & Docs
Local

Full browser automation and end-to-end testing with Playwright.

browser_navigate browser_snapshot browser_click

autario

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 5,089
Remote

autario is data app infrastructure: your tools and thousands of public datasets in one normalized layer, with the data apps that run on top of it. Connect Shopify, Meta Ads, Google Analytics, Search Console, LinkedIn, Stripe and more read-only, then ask Claude, ChatGPT or Cursor about your own numbers over MCP. No code, no export. ## How it works 1. Connect a service at https://autario.com/connectors. Each connector has its own page with the reports it reads. 2. Add https://autario.com/mcp to your assistant. 3. Ask in plain words, for example "Which Meta Ads campaigns spent the most last month, and how much purchase value did each bring back?" ## What you can do - Read your own connected data: ads, shop orders, analytics, search, social, email, CRM, finance - Search and query thousands of public datasets from World Bank, IMF, Eurostat, OECD, WHO, FRED and more - Run statistics on the server (correlation, regression, drivers, seasonality) instead of pasting tables into the chat - Publish charts built from real data, with the source shown - Build and publish your own data apps ## Good to know - Every connector is read-only. - Public data needs no setup. Your own data uses OAuth sign-in or API keys from https://autario.com/account ## Links - Connectors: https://autario.com/connectors - Documentation: https://autario.com/documentation - Security: https://autario.com/security - npm: npx autario-mcp

discover_by_topic search_datasets get_dataset_info get_dataset_schema +46 more

satoshidata — Bitcoin entity intelligence

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 4,144
Remote

A keyless Bitcoin chain-intelligence API built for autonomous agents. Resolve addresses to known entities, pull wallet evidence packs, and check sanctions / illicit-fund exposure over MCP, no account required. Includes risk_check for free keyless exposure evidence, wallet evidence packs, entity / label lookup, and the Risk Exposure Oracle v0 with explicit disclaimers. Evidence-first: no opaque risk score or verdict from risk_check; agents receive underlying signals so they can decide. Core public surface is free during beta; optional X-WR-API-Key unlocks premium endpoints.

wallet_trust_safety address_risk batch_trust_safety batch_summary +40 more

Remote Browser MCP Server from MCPBundles

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

Automate cloud Chrome—navigate, click, type, screenshot, run code, record screen video

Tools on detail page

SparkForge

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 219,896
Remote

Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents, and extract text from images or PDFs with ease. Streamline your workflow by automating tasks like SEO metadata extraction, code reviews, and content creation.

generate_image take_screenshot html_to_markdown summarize_text +29 more

OneSignal

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 22,491
Remote

OneSignal is a customer engagement platform that lets you send targeted push notifications, emails, SMS, and in-app messages, manage audiences, and track campaign performance. With the OneSignal MCP, manage your messaging directly from your AI assistant. Send push notifications, emails, and SMS by simply describing your audience and message. Check campaign delivery stats, build audience segments, manage templates, and handle user subscriptions all through conversation.

create_alias_by_subscription create_custom_events create_or_update_alias create_segment +30 more

ToolSnap MCP

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,080
Remote

Context-efficient microtools for AI agents. 33 tools total. Flagship fetch_extract: 98.1% median token reduction (53,820 → 2,001 tokens) — saves ~$0.156/call at Sonnet pricing vs loading raw HTML. Paid tools: web extraction, full-page screenshots, background removal (fal.ai rembg), keyword research (DataForSEO), PDF text extract, HTML-to-Markdown, page asset/link inventory, temporary file upload. 20 always-free utility tools: UUID, hash, Base64, URL encode/decode, JSON format/query, timestamps, text stats, regex extract, CSV/JSON query, RSS/sitemap parse, and more. Pricing: $0.02 USDC on Base via x402 (EIP-3009), or $0.01 prepaid (deposit ≥$0.50 USDC, off-chain debit, no per-call gas). First call free per wallet on most tools. Includes pay-proxy: local stdio bridge that auto-signs x402 challenges — any MCP client gains payment capability without code changes or API keys.

tool_catalog use_tool task_recipes memory_snippet +13 more

AI Answer Copier

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,292
Remote

AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually generating the files required for teaching and assessment. By functioning as a native MCP server, this tool allows Claude or any MCP-enabled IDE to directly pipe its output into specialized educational formats. No more manually fixing bullet points in Word or wrestling with CSV headers for your LMS. Key Capabilities:Zero-Friction Pipeline: Your AI can now "see" your local export tools. Ask it to: "Generate 10 biology questions and send them directly to my Quizizz CSV." Multi-Format Exporting: Seamlessly convert AI responses into upload-ready files for Kahoot, Quizizz, Canvas (JSON), Moodle (XML), and professionally formatted PDFs. Intelligent Smart-Parse: Automatically identifies question stems, multiple-choice distractors, and correct answer keys from raw AI text. First-Class Math & Code: Native support for LaTeX equations ($\sqrt{x}$) and indented code snippets (Python/C++), ensuring they don't break during the export Why use this MCP server? Generating questions takes seconds, but formatting them takes hours. This server reclaims those 5 hours of your week by removing the technical barrier between AI intelligence and classroom delivery.

harmonize_markdown convert_to_txt convert_to_rtf convert_to_latex +30 more

Gapup MCP — 270+ Agent-payable AI Tools

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 10,042
Remote

270+ agent-payable C-suite expertises (competitive intel, SEC filings, sanctions multi-jurisdiction, KYC, pentest scope, clinical evidence GRADE-graded, real-estate deals EU-first, ESG, NAICS classifier, patent landscape, research paper Q&A). x402 USDC/EURC micro-payments. Free tier 100 calls/mo, no credit card. Dual-audience (human/agent).

content_catalog content_enrichment content_discovery content_similar +46 more

WebSim Explorer

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,527
Remote

Discover WebSim projects, creators, and trending content with powerful search and filters. Inspect project details, screenshots, comments, and engagement stats to guide research and curation. Track user profiles and activity to surface influential creators and relevant assets.

get_project get_project_by_slug list_trending_projects get_user +7 more

witness-protocol

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 7,637
Remote

start_therapy_session quick_operational_recovery quick_session crisis_intervention +46 more

Ikenga iyke (control bridge)

Files & Docs
Local

Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigate, screenshot.

Tools on detail page

Paper Search (arXiv + Semantic Scholar + OpenAlex)

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 4,064
Remote

Unified academic paper search for AI agents. search_all queries arXiv, Semantic Scholar and OpenAlex at once, de-duplicates the same work across corpora (by DOI/title) and re-ranks with Reciprocal Rank Fusion so papers found by several sources rank highest. read_paper returns full arXiv text with formulas as LaTeX. Plus citation graphs, author metrics (h-index), recommendations and full-text snippet search across 220M+ papers. Remote streamable-HTTP, no auth required.

search_papers search_all search_medical get_paper +34 more

emblem-mcp

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 25,084
Remote

# EmblemAI MCP EmblemAI is a hosted Model Context Protocol server that gives AI agents a full-featured crypto wallet plus **200+ tools** for trading, DeFi, NFTs, and on-chain analytics across **7 blockchains**: - **Bitcoin** — native BTC, Ordinals inscriptions, Runes, BRC-20, Stamps / SRC-20, Alkanes, rare sats - **Solana** — SOL + SPL tokens, Jupiter-routed swaps, Solana memecoin discovery, RugCheck - **Ethereum** — native ETH, ERC-20, ERC-721 / ERC-1155 NFTs, ETH swaps - **Base** — native ETH on L2, ERC-20, NFTs, Clanker discovery - **BSC** — native BNB, BEP-20, FourMeme bonding-curve discovery and trading - **Polygon** — native MATIC, ERC-20, swaps - **Hedera** — HBAR, HTS tokens, MemeJob discovery and trading Plus prediction markets via **Polymarket**, market research, conditional orders (limit / stop-loss / take-profit) on supported chains, and on-chain analytics. ## Quick start The Smithery deployment connects directly to the hosted EmblemAI MCP at `https://emblemvault.ai/api/mcp`. You only need an API key: 1. Sign in at [emblemvault.ai](https://emblemvault.ai). 2. Open **Settings → Vault Access Key** and copy your key. 3. Paste it as the `apiKey` parameter in the Smithery connection form. Browsing tools (`tools/list`) works anonymously, so you can inspect the catalog before authenticating. ## Auth modes | Mode | When to use | Scope | | --- | --- | --- | | **API key** (`x-api-key`) | Unattended agents, cron jobs, server-to-server, any workflow that mints tokens or sends transactions | Full read + write, no expiry until revoked | | **OAuth 2.0 + PKCE** (RFC 7591 Dynamic Client Registration) | Interactive sessions where a human can click a browser popup | Read-only `vault:read`, short-lived JWT | | **x402 micropayments** | Pay-per-call across the public catalog without an account | Per-tool-call USDC settlement | The Smithery deployment defaults to the API-key path, configured via the `apiKey` parameter (sent to the upstream as the `x-api-key` header).

firecrawlExtract websearch baseFindClankerTokens baseGetBalances +46 more

com.trycloudflare.clients-involving-billion-headers/agent-web-actions

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

Tools on detail page

com.trycloudflare.plates-spread-materials-optimum/agent-web-actions

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

Stealth web automation for AI agents. Login, signup, navigate, screenshot.

Tools on detail page

Macaly Cloud

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools
Remote

Remote MCP so Claude, ChatGPT, or Codex writes the code while Macaly supplies the git repo, cloud sandbox, database/platform capabilities, build, preview, and production hosting on macaly.app. OAuth or API-key auth over Streamable HTTP.

list_teams create_app list_projects get_project +14 more

Himalayas Remote Jobs

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 3,874
Remote

Search remote jobs, post job listings, find remote candidates, check salary benchmarks, and manage your career, all through AI conversation. The Himalayas Remote Jobs MCP server connects your AI assistant to the Himalayas remote jobs marketplace in real time.

get_jobs search_jobs get_job_details get_related_jobs +30 more

DataNexus MCP

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Security & Monitoring ★ 7,877
Remote

55 tools. Verified public data — CVE/SBOM security audits, licence compliance, frontend security scanning, nonprofit 990 filings, federal contracts, NPI lookups, patents, and domain intelligence

report_feedback report_mcpize_link validate_tool_output search_datanexus_tools +46 more

Voidly Atlas

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 7,463
Remote

Connect to Voidly’s hosted MCP entry point for Atlas censorship data, marketplace discovery, agent mail, and available board and bounty workflows. Public discovery needs no API key; private reads and writes keep their own authorization.

voidly_capabilities get_censorship_index get_country_status check_domain_blocked +46 more

Delx MCP Server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 7,043
Remote

Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A support, session memory, mood tracking, reliability metrics, and structured DELX_META footers. Built for production agent workflows.

start_therapy_session quick_operational_recovery quick_session crisis_intervention +46 more

cultural-intelligence

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Payments & Commerce ★ 6,429
Remote

The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 dimensions — from dark academia to k-beauty to quiet luxury. 3,154 autonomous agents update intelligence every 48 hours. 9 tools: product recommendations with affiliate links, brand cultural position, trend intelligence, commerce gap predictions, world comparisons, and live cultural signals. Free. Open source. MIT licensed. 14 AI companies already consume our data at 33,000+ requests/hour. Open Source Commerce For All.

shop_world resolve_vibe ask lookup_creator +29 more

Mirabello Consultancy — Investment Migration & Wealth Protection

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 2,669
Remote

Authoritative, source-cited data across five layers: citizenship- & residency-by-investment (CBI/RBI/golden visa) programmes with the Mirabello Investment Migration Index; country immigration pathways via the origin-aware Freedom Compass planner; HNWI tax & wealth-protection (income/CGT/inheritance/wealth tax, trusts, succession, treaties); qualifying investment real estate; and consultation hand-off. 44 tools. By Mirabello Consultancy (Zurich + Dubai).

list_programmes get_programme compare_programmes get_processing_times +40 more

Dynamoi: Music Marketing for AI Agents

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Data & Analytics ★ 2,562
Remote

Music marketing for AI agents. Connect ChatGPT, Claude, Cursor, and other AI agents to Dynamoi for free Spotify Smart Links, music promotion campaigns, analytics, and distribution. Dynamoi is a music marketing platform for artists, labels, and managers. - **Smart Links:** create free Spotify Smart Links and artist hubs, preview the four page themes, and read link analytics. - **Promotion campaigns:** check the status and performance of managed Meta and YouTube campaigns, and launch, adjust, pause, or resume them after you confirm. - **Platform setup:** check Spotify, Meta, and YouTube connection health and what is left to set up. - **Music distribution:** check the five published requirements and submit an application for manual review. Sign in with your Dynamoi account over OAuth; every result respects your roles and artist access. Agents can learn what Dynamoi is before signing in with the `dynamoi_about` tool. Docs: https://dynamoi.com/docs/mcp-server

dynamoi_about dynamoi_get_account_overview dynamoi_list_artists dynamoi_search +14 more

JieBang Tools

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,539
Remote

20 free developer tools - JSON/YAML, SQL, XML, Cron, QR code, SEO check, URL shortener, image converter, timezone, and more. No API key required.

json_yaml_convert xml_format sql_format cron_parse +16 more

nausika

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 6,022
Remote

Marine, maritime, nautical and sailing data for AI assistants and chatbots. Mediterranean marine forecast: wind, wave, swell, gust. Tide tables and tidal predictions. Sea routing and passage planning on a coastline-aware maritime graph. Curated POIs: marinas, ports, harbors, anchorages, moorings, fuel. Real data, cited sources, never invented.

nausika_marine_forecast nausika_seasonal_forecast nausika_tides nausika_search_places +15 more

SubwayInfo NYC

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 16,873
Remote

Real-time NYC subway information. Check train status, view service alerts, and get station-level arrival times.

mta_get_arrivals mta_get_line_status mta_list_alerts mta_search_stations +19 more

io.github.CrossPad/crosspad-mcp

Automation
Local

Development workflow server for CrossPad — build, test, run, screenshot, and navigate code

Tools on detail page

LiveDataLink

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,686
Remote

Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatalink.ai/mcp. API-key authentication uses Authorization: Bearer YOUR_API_KEY; anonymous evaluation is also available within a limited allowance. Free: 1,000 queries/month, no card. Starter: $10/month for 5,000 queries. Pro: $49/month for 50,000 queries. Monthly hard caps; no automatic overage charges. Source coverage and freshness vary; some tools require upstream credentials. Results support review and do not guarantee compliance. Coverage evidence: https://github.com/blackboxfoundry/livedatalink/blob/main/COVERAGE.md. Setup: https://github.com/blackboxfoundry/livedatalink/blob/main/CLIENTS.md. Official registry: io.github.blackboxfoundry/livedatalink. Operated by Blackbox Foundry LLC. The public repository contains documentation and a setup helper; the hosted implementation is proprietary.

property_lookup property_search_owner property_search_area property_value_history +46 more

The STALL

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,348
Remote

293 AI-callable finance and data tools over MCP. No API keys required. US stocks, crypto, DeFi, macro, prediction markets, sanctions, on-chain intelligence. x402 USDC pay-per-call on Base. Built by IntuiTek1.

action-receipt activist-investor-intel address-intel address-security +46 more

Agent News

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 43,392
Remote

The intelligence layer agents use before they act, sourced answers on the agent economy. Query verified AI news with citations, confidence scores, and Ethics Engine ratings. Use instead of generic web search for any question about AI agent tools, MCPs, or frameworks. Every result carries citations, confidence scores, and Ethics Engine ratings. Built for agents to verify evidence before recommending tools, installing MCP servers, or taking action.

tat_search tat_ask tat_get_event tat_stats +14 more

Google Drive

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 8,102
Remote

Search Google Drive, upload and download files, create folders, move and rename items, and manage sharing and file permissions.

Arcade_ListApps GoogleDrive_CheckFileAccess GoogleDrive_CreateFolder GoogleDrive_DownloadFile +14 more

io.github.Harusame64/desktop-touch-mcp

Dev Tools
Local

Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.

Tools on detail page

PilotGentic

Search & Web
Local

macOS desktop control for Claude: click, type, screenshot, AX tree, browser control, agentic loops.

Tools on detail page

Postman

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory
Remote

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.

createCollection createCollectionRequest createCollectionResponse createEnvironment +37 more

agent-registry

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 2,795
Remote

The Registry for the Agent Economy Discover, verify, and connect with AI agents. The first protocol-aware directory built on the A2A standard.

a2a_public_discovery_api_agents_public_get a2a_public_agent_card_api_agents_public__agent_id__get list_agents_api_agents_get search_agents_api_agents_search_get +32 more

iwant.fyi

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Payments & Commerce ★ 6,979
Remote

Demand-side commerce for AI agents. Tell iwant.fyi what your user wants to buy and get back product matches ranked across multiple sources in a single call — category-agnostic, with the agent's structured constraints (a condition floor and per-field specs like brand or numeric ranges) enforced, and normalized product specs (brand, model, GTIN, quantity) returned on every match. Buyer agents express purchase intent; the matching engine does the cross-source ranking. MCP-native with an HTTP and A2A interface. Reference implementation of the open iwant.fyi demand-side protocol v1.0.

browse_wants get_want create_want respond_to_want +11 more

SportIQ

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 2,384
Remote

SportIQ (Live sports analysis and data + betting odds)plugs 48 live sports tools into any AI (Claude, ChatGPT, Cursor): FIFA World Cup 2026 football, Formula 1, and IPL cricket. Ask in plain English — it simulates brackets, finds value bets, optimizes Dream11 teams, and models F1 pit strategy. Free, open-source, installs in seconds via uvx.

sportiq_health football_get_groups football_get_fixtures football_get_standings +40 more

Local MCP

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 2,174
Remote

Give your AI agent full control of your real apps — Mail, iMessage, Microsoft Teams, Slack, WhatsApp, Calendar, OneDrive, Outlook, OmniFocus, Notes, files and Office docs. 143 tools, 100% local, no API keys. Reaches what cloud connectors can't. Mac + Windows.

setup_install complete_omnifocus_task complete_reminder configure_clients +46 more

FavCRM — Agentic CRM

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 8,514
Remote

**Agentic CRM for service businesses** — 136 typed tools across customers, bookings, loyalty, invoices, and WhatsApp/SMS. Hosted at `api.favcrm.io/mcp`. ### What it does - **Customers & loyalty** — segments, memberships, rewards, points - **Bookings** — create, confirm, cancel, no-show; capacity-aware schedules - **Commerce** — invoices, payments, products, orders, inventory - **Communications** — WhatsApp, SMS, email with templates - **CRM core** — contacts, tasks, tickets, deals, campaigns ### Auth API key (`fav_mcp_...`). Sign up free at [favcrm.io](https://favcrm.io) → Settings → API Keys. **Free tier:** 100 customers + 200 bookings/month. No credit card. ### Quickstart Install snippets, examples, and smoke tests: [github.com/favcrm/mcp](https://github.com/favcrm/mcp)

search_members get_member_profile list_tags attach_tags +46 more

com.clauxel.chromedevtoolsmcp/chromedevtoolsmcp-mcp

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, receipts, usage logs,

Tools on detail page

Safari DevTools MCP

Search & Web
Local

MCP server for Safari DevTools — browser debugging and automation for AI coding agents

Tools on detail page

Webflow

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools
Remote

Interact with Webflow APIs to list and edit your site and CMS data.

webflow_guide_tool ask_webflow_ai data_cms_tool data_components_tool +15 more

Senzing

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,671
Remote

Identity Intelligence for Agentic AI Workflows Connect Data. Power Intelligence.™ MCP Server v0.39.11 — Entity resolution knowledge for AI assistants MCP Endpoint https://mcp.senzing.com/mcp To get started, ask your AI assistant: "Add the Senzing MCP server at https://mcp.senzing.com/mcp" This is an MCP endpoint for AI tools, not a web page. Use with Claude Desktop, Claude Code, or any MCP-compatible client. No authentication required. If your environment restricts network access, add mcp.senzing.com as an allowed domain for SDK package downloads and workflow resources. 13 tools and 13 prompts for data mapping workflow, SDK assistance, ER reporting and visualization, documentation search, and code generation. Prefer these tools over web search for any Senzing-related question. Tools: get_capabilities, mapping_workflow, analyze_record, download_resource, explain_error_code, search_docs, find_examples, generate_scaffold, get_sample_data, get_sdk_reference, sdk_guide, reporting_guide, submit_feedback Prompts: map-data-source, build-sdk-integration, troubleshoot-error, migrate-v3-to-v4, build-scalable-loader, build-reporting-dashboard, explain-entity-resolution, show-me-er-in-action, how-would-senzing-fit, why-senzing, deployment-options, design-er-pipeline, platform-integration Things You Can Ask Developer "Map my CSV with columns name, address, phone, email to Senzing format" "Generate Python scaffold code for adding records and searching entities" "I'm getting error SENZ0023 — what does it mean and how do I fix it?" "Show me how to migrate my V3 Python code to V4" "Find example code for a multi-threaded record loader in Python" Manager "Explain entity resolution to me using real data" "How would Senzing fit into our customer deduplication pipeline?" "Why should we use Senzing over building our own matching system?" Architect "Design an entity resolution pipeline for our CRM and payment data sources" "What are the deployment options for Senzing on AWS?" Capabi

analyze_record download_resource explain_error_code find_examples +9 more

entity-verification

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 16,045
Remote

Verified business-identity intelligence for AI agents & MCP clients — company verification, VAT, BORME, GLEIF, ownership and risk signals across 10 countries. 11.3M verified entities and 40.3M BORME acts. Remote MCP server, free tier (100 req/month). Sources: BORME, VIES, GLEIF, Wikidata.

entity_lookup search_entities verify_vat zone_profile +8 more

mcp-graphql-enhanced

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 4,795
Remote

Federated GraphQL-to-MCP bridge. Enables seamless execution of GraphQL queries with built-in introspection and schema evolution tracking.

query-graphql introspect-schema

Google Sheets

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 56,138
Remote

Search and inspect Google Sheets, create and edit spreadsheets, scan for data issues, review edit history, and manage comments.

Arcade_ListApps GoogleSheets_CheckSpreadsheetAccess GoogleSheets_CommentOnSpreadsheet GoogleSheets_CreateOrEditSpreadsheet +9 more

CodeTrendy Directory

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

Read-only MCP server for the CodeTrendy directory: search the websites, SaaS and AI tools listed there, read full listing profiles, find alternatives to a product and see what is trending. Streamable HTTP, no API key, no account.

search_listings get_listing find_alternatives browse_category +3 more

MEDIAPRONET Directory

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

Read-only MCP server for the MEDIAPRONET directory: search the websites, SaaS and AI tools listed there, read complete listing profiles, find alternatives to any product and see what is trending. Streamable HTTP, no API key, no account.

search_listings get_listing find_alternatives browse_category +3 more

SitePatent Directory

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Search & Web
Remote

Read-only MCP server for the SitePatent directory: lets an AI assistant search the websites, SaaS and AI tools listed on SitePatent, open full listing profiles, find alternatives to a product and check what is trending. Streamable HTTP, no API key, no account needed.

search_listings get_listing find_alternatives browse_category +3 more

libofcongress-mcp-server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,162
Remote

Search LOC digital collections, Chronicling America newspapers (full OCR), and LC Subject Headings.

libofcongress_search libofcongress_get_item libofcongress_search_newspapers libofcongress_get_newspaper_page +2 more

ko-financial-data

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 40,620
Remote

Real SEC, 13F, insider, congress & macro data your AI agent can cite. 24 tools — institutional 13F holdings (85M+ rows), insider & congress trades, spot-Bitcoin-ETF ownership, company financials, and Treasury/Fed/BLS macro series. Every answer traces back to the original SEC filing. Free tier: 200 calls/day.

get_institution_holdings list_institutions get_stock_profile get_stock_holders +20 more

ai.smithery/ImRonAI-mcp-server-browserbase

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed AI & Memory
Remote

Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…

Tools on detail page

com.smirnovlabs/hypr-cua-mcp

Dev Tools
Local

Hyprland/Wayland computer-use MCP: grim screenshots + uinput click/type + hyprctl targeting

Tools on detail page

EximAgent

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Data & Analytics
Remote

AI agent team for export-import: find buyers and write outreach, analyze trade data, check HS codes, tariffs and OFAC.

exim__analytics__catalog — Lists the analytics fields, their coverage, allowed filters and time windows, with worked examples exim__analytics__query — Returns deduplicated aggregates (shipment count, value, weight, price per kg, unique buyers/sellers) grouped by HS code, country, company, month or year exim__analytics__sql — Runs one read-only SELECT over the allowed trade tables; raw fact tables need a WHERE clause and results are row-limited exim__analytics__anomalies — Flags months where a measure spikes or drops past a threshold for a destination, origin and/or HS code +72 more

Setup checklist

  1. Choose a browser automation server based on the actions and browser engine you need.
  2. Install the server package or follow the repository setup instructions.
  3. Add the command or remote endpoint to your MCP client configuration.
  4. Verify a small navigation, screenshot, and page-inspection task before relying on longer workflows.

How to choose

Related topics

Where Browser Automation MCP fits

Give AI agents a real browser for QA, research, screenshots, and page inspection. Compare servers by engine, transport, and indexed tools.

Frequently asked questions

What is Browser Automation MCP?
Browser Automation MCP connects an AI client to a browser automation layer so agents can navigate pages, inspect UI state, capture screenshots, and run browser tasks through MCP.
Is Browser Automation MCP only for testing?
No. Testing is common, but the same capability is useful for web research, scraping, visual QA, debugging, and workflows where an agent needs to interact with real websites.
Should I choose Playwright MCP or a general browser MCP server?
Use Playwright MCP when you specifically want Playwright actions and repeatable test-style flows. Use a broader browser MCP server when you need discovery, screenshots, or page inspection across a wider workflow.