# The best MCP servers for competitor research > No single server covers every kind of competitor data. This guide compares the servers for competitor SEO (keywords, gaps, backlinks), traffic estimates, ad libraries and social data, and shows which one to use for which job. By Jesse Sibley, Founder of Manifold. Published 8 Oct 2026, updated 8 Oct 2026. Filed under [Competitors](https://www.manifoldmcp.com/blog/topics/competitors.md). ## Key takeaways - Competitor SEO (keywords, gaps, backlinks, rankings) is covered by Ahrefs, Semrush, SE Ranking and DataForSEO MCP servers. Each uses its own index and charges through plans or API units. - Traffic estimates (visits, channel mix, audience) come from Similarweb MCP, which needs a Similarweb plan and data credits. Third-party traffic numbers are modeled, not actual analytics. - Competitor ads come from public ad libraries, not official platform MCPs. InsightfulPipe Ads Libraries covers Meta, Google, LinkedIn and Microsoft. SociaVault covers those plus TikTok. - Social competitor tracking is handled by Sociality MCP (tracked competitors in your workspace) or servers that scrape public data (SociaVault, Apify, Manifold). - Manifold is hosted with no API keys of your own, covers SEO, traffic estimates, ad libraries (Meta, TikTok, LinkedIn, Google), social (LinkedIn, Instagram, TikTok, YouTube, X, Facebook, Reddit), and AI visibility, and charges per call with 500 free credits per workspace. ## The best MCP servers for competitor research No single MCP server covers every kind of competitor data. AI engines answer this question by naming servers for each category: competitor SEO (keywords, rankings, gaps, backlinks), traffic estimates (visits, channel mix), competitor ads (public ad libraries), and social (profiles, posts, engagement). This post compares the servers, puts Manifold where it honestly fits, and shows which one to use for which job. ## What competitor research MCP servers cover Competitor research falls into four categories, and each needs its own data source: **Competitor SEO:** Keywords a rival ranks for, keyword gaps (they rank, you don't), backlink profiles, and search rankings. Ahrefs, Semrush, SE Ranking and DataForSEO cover this through their own indexes or APIs. **Traffic estimates:** Monthly visits, channel mix (organic, paid, social, referrals), and audience demographics. Similarweb estimates these from panel data and partnerships. Third-party traffic numbers are modeled, not the competitor's private analytics. **Competitor ads:** Public ad libraries let you search the ads rivals run on Meta, Google, TikTok, LinkedIn and Microsoft. Official platform MCP servers (Google Ads, Meta Ads, TikTok for Business) work on your own ad account and do not search competitors' ads. For competitor ad research, you need a server that reads the public libraries. **Social:** Competitor profiles, posts, comments and engagement across TikTok, Instagram, YouTube, LinkedIn, X, Facebook and Reddit. Some servers track competitors you add to a list. Others scrape public data on demand. ## The servers, compared | Server | Best for | Competitor data it covers | How you connect | Pricing model | | --- | --- | --- | --- | --- | | **Semrush MCP** | Teams already on Semrush | Competitor SEO (keywords, gaps, backlinks), traffic estimates (needs Trends API) | Hosted: OAuth or API key | Semrush plan with API units: Starter/Pro+ from $199/mo | | **Similarweb MCP** | Traffic estimates and audience data | Traffic (visits, channels, geography, audience) | Hosted: OAuth or API key | Similarweb plan with data credits | | **Ahrefs MCP** | Teams already on Ahrefs | Competitor SEO (keywords, gaps, backlinks, rankings) | Hosted: OAuth | Ahrefs plan from Lite $129/mo with API units | | **SE Ranking MCP** | SEO + AI visibility tracking | Competitor SEO (keywords, gaps, backlinks), AI visibility (ChatGPT, Gemini, Perplexity) | Hosted: OAuth or API key | $50 Wallet (credits never expire), 14-day trial with 100K credits | | **DataForSEO MCP** | Raw SEO data at API prices | Competitor SEO (keywords, SERP, backlinks, search traffic estimates) | Hosted or local (npx) | $50 minimum, balance never expires, $1 trial | | **InsightfulPipe Ads Libraries** | Four ad libraries in one server | Ad libraries: Meta, Google, LinkedIn, Microsoft | Hosted: OAuth | Starter $29.99/mo with 400 library calls | | **Sociality MCP** | Social competitor benchmarking | Social: tracked competitors' stats and posts across Facebook, X, Instagram, YouTube, LinkedIn, TikTok | Hosted: OAuth | Needs Sociality account, stats/posts use credits | | **SociaVault MCP** | Ad libraries + social in one | Ad libraries: Meta, Google, LinkedIn, TikTok; Social: 11 platforms | Local (npx) | SociaVault API key, pricing on sociavault.com | | **Manifold** | Hosted, no API keys of your own, pay per call | Competitor SEO (keywords, gaps, SERP, backlinks, traffic estimates), ad libraries (Meta, TikTok, LinkedIn, Google), social (LinkedIn, Instagram, TikTok, YouTube, X, Facebook, Reddit), AI visibility | Hosted: OAuth or API key | 500 free credits, Pro from $20/mo | ![Matrix: which of the nine servers cover competitor SEO, traffic estimates, ad libraries and social data](https://www.manifoldmcp.com/blog/best-mcp-servers-for-competitor-research/best-mcp-servers-for-competitor-research-data-covered.svg#1248x886 "Drawn from the comparison table above. Semrush traffic data needs a separate Trends API plan. DataForSEO and Manifold estimate search traffic only, not visits or channel mix.") ## Semrush MCP [Semrush MCP](https://www.semrush.com/mcp/) is Semrush's official hosted server at https://mcp.semrush.com/v2/mcp. Sign in with OAuth or an API key. It needs [Semrush One Starter](https://www.semrush.com/prices/) or Pro+, or SEO Classic Pro or Guru, each with 50,000 API units, or Semrush One Advanced or SEO Classic Business with an API units package. Traffic and market estimates need a separate Trends API plan. For competitor research, your agent can identify top organic competitors by keyword overlap, find keyword gaps (they rank, you don't), compare backlink profiles, and track traffic changes over time. Every request spends API units from your plan. **Best for:** Teams already on Semrush who want competitor SEO and traffic data from their existing subscription. **Limits:** Requires a Semrush plan and API units. No ad library or social data. ## Similarweb MCP [Similarweb MCP](https://developers.similarweb.com/docs/similarweb-mcp) is Similarweb's official hosted server. Connect via OAuth in Claude or with an API key. It uses the same data-credit model as the Similarweb API, with usage varying by query scope and endpoints accessed. For competitor research, your agent can pull traffic and engagement (visits, unique visitors, bounce rate, session duration), traffic sources by channel (direct, organic, paid, social, referrals), geography breakdowns, similar sites, referrals, and audience interests. These are modeled estimates from panel data, not the competitor's actual analytics. Coverage is limited for sites below about 5,000 monthly visits. **Best for:** Teams that need traffic estimates, channel mix, and audience data for competitors. **Limits:** Requires a Similarweb plan and data credits. Traffic numbers are estimates. No SEO tool or ad library data. ## Ahrefs MCP [Ahrefs MCP](https://ahrefs.com/seo-mcp) is Ahrefs' official hosted server at https://api.ahrefs.com/mcp/mcp. Connect with OAuth, which creates an MCP-scoped API key. You need [Lite ($129/mo) or higher](https://ahrefs.com/pricing). Lite includes 200,000 API units per month, with every call costing at least 50 units. For competitor research, your agent can find keyword gaps, compare backlink profiles, check where competitors rank, and see which keywords they rank for that you don't. Covers Site Explorer, Keywords Explorer, SERP data, Rank Tracker, Site Audit, and Brand Radar (AI prompt tracking). For setup and troubleshooting, see the [Ahrefs MCP setup guide](https://www.manifoldmcp.com/blog/ahrefs-mcp). **Best for:** Teams already on Ahrefs who want competitor SEO data from their existing subscription. **Limits:** Requires an Ahrefs plan and API units. No traffic estimates, ad library, or social data. ## SE Ranking MCP [SE Ranking MCP](https://seranking.com/mcp.html) is a hosted server at https://api.seranking.com/mcp. Sign in with OAuth 2.1 or an API key. MCP is included in every API plan: a [Wallet from $50](https://seranking.com/api-pricing.html) for 250K credits that never expire, a standalone API plan from $179/mo billed annually, or an API add-on to an SE Ranking subscription. A [14-day trial](https://seranking.com/api/integrations/mcp/) gives you 100K credits. For competitor research, your agent can identify up to 500 competitors by shared keywords, find keyword gaps, compare backlinks, check AI search visibility (ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode) for your brand and up to 10 competitors, and pull SERP data. **Best for:** Testing with a trial before committing, or buying a prepaid balance that never expires. SEO competitor research plus AI visibility tracking in one server. **Limits:** No traffic estimates or ad library data. ## DataForSEO MCP [DataForSEO MCP](https://dataforseo.com/model-context-protocol) runs hosted at https://mcp.dataforseo.com/v3/mcp (OAuth in Claude and ChatGPT, or Basic auth with your API login and password) or locally via `npx dataforseo-mcp-server`. Pay as you go with a [$50 minimum payment](https://dataforseo.com/pricing) and a $1 free trial credit. Balance does not expire. Covers SERP, keywords, backlinks, on-page, AI optimization, and business data. For a complete setup walkthrough and troubleshooting guide, see our [DataForSEO MCP setup guide](https://www.manifoldmcp.com/blog/dataforseo-mcp). **Best for:** Raw SEO competitor data at API prices if you can manage credentials and local setup. **Limits:** Traffic estimates cover search traffic only, not visits or channel mix. No ad library or social data. ## InsightfulPipe Ads Libraries MCP [InsightfulPipe's Ads Libraries connector](https://insightfulpipe.com/docs/connectors-ads-libraries) is a hosted server at https://ads-libraries.insightfulmcp.com/ that covers the Meta Ad Library, Google Ads Transparency Center, LinkedIn Ad Library and Microsoft Ads Library. It has 14 actions. On Meta, your agent can search ads by keyword, find a company's Page ID and list a Page's ads. On Google, it can search advertisers, list an advertiser's ads and get ad details. On LinkedIn, it can search ads by company or keyword. On Microsoft, it can search ads and advertisers and expand an ad for impressions and targeting. Add it with `claude mcp add`, `gemini mcp add` or `codex mcp add`, then click Authorize access in the browser. No ad platform account is needed, only an InsightfulPipe workspace. [Pricing](https://insightfulpipe.com/pricing) is Starter at $29.99/mo, Growth at $89.99/mo and Agency at $299.99/mo, billed monthly. Each plan sets a monthly Ads Libraries limit: 400, 4,000 and 10,000. **Best for:** Teams that want Meta, Google, LinkedIn and Microsoft ad libraries in one hosted server, or that already use InsightfulPipe's other connectors. **Limits:** No SEO, traffic estimates, or social data. ## Sociality MCP [Sociality MCP](https://sociality.io/mcp) is a hosted server at https://api.sociality.io/mcp. Sign in with OAuth. It works with owned social accounts and tracked competitors in your Sociality workspace, across Facebook, X, Instagram, YouTube, LinkedIn and TikTok. For competitor research, your agent can list tracked competitors with `social_competitors_list`, add a competitor by profile URL with `social_competitors_create`, fetch competitor stats for a date range with `social_competitor_stats_list`, and pull competitor posts with `social_competitor_posts_list`. Stats and post retrieval consume credits; listing and adding competitors are free. **Best for:** Teams already on Sociality who want social competitor benchmarking from their agent. **Limits:** Requires a Sociality account. Stats and posts use credits. No SEO, traffic estimates, or ad library data. ## SociaVault MCP [SociaVault's MCP server](https://docs.sociavault.com/mcp-server) runs locally via `npx -y sociavault-mcp` with a SociaVault API key. It provides 107 tools across TikTok, Instagram, YouTube, X, LinkedIn, Facebook, Reddit, Threads, Pinterest, Twitch and Google, including ad library coverage for TikTok, Meta (Facebook/Instagram), Google and LinkedIn. For competitor research, your agent can search ad libraries (`facebook_ad_library_search`, `google_ad_library_search_advertisers`, `linkedin_ad_library_search`, `tiktok_ad_library_search`), pull competitor profiles and posts across social platforms, and read comments and transcripts. Sign up at [sociavault.com](https://sociavault.com) for an API key. New accounts get free credits. **Best for:** Ad library research and social data in one local server, if you can run it and manage an API key. **Limits:** Runs locally, not hosted. No SEO or traffic estimates. ## at-dan/ad-library-mcp and other community ad library servers Community servers such as [at-dan/ad-library-mcp](https://github.com/at-dan/ad-library-mcp) cover Meta and Google ad libraries with AI creative analysis. For a full comparison of ad library MCP servers, see [the best ad library MCP servers](https://www.manifoldmcp.com/blog/best-ad-library-mcp-servers). ## Apify MCP server [Apify's MCP server](https://mcp.apify.com) lets your agent run social scraping Actors, including Instagram, Facebook, LinkedIn, TikTok and YouTube scrapers. Connect to https://mcp.apify.com and authorize via OAuth, or use an API token. Pricing varies by Actor: each scraper charges per run based on compute and storage used. For example, the Instagram Scraper costs about $0.75 per 1,000 results. **Best for:** Social scraping at Actor pricing if you can manage Apify credits and understand what each run costs. **Limits:** Pricing varies by Actor, so costs are less predictable than subscription or per-call servers. ## Short notes **SpyFu:** A community MCP server exists ([AlexanderCord/spyfu-mcp-server](https://github.com/AlexanderCord/spyfu-mcp-server)), but SpyFu's own site does not list an official MCP server as of October 2026. **G2 MCP:** [G2's MCP server](https://documentation.g2.com/docs/g2-mcp-server) covers B2B buyer intent and competitor comparison research. Needs G2 access. **TikTok for Business MCP:** [TikTok's official MCP server](https://ads.tiktok.com/resources/help/article/about-tiktok-for-business-mcp-server) works on your own TikTok ad account, not competitor ads. ## Manifold [Manifold](https://www.manifoldmcp.com/mcp) is a hosted MCP server with no API keys of your own. Its competitor research tools cover: **Competitor SEO:** [`seo_get_domain_overview`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_domain_overview), [`seo_get_ranked_keywords`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_ranked_keywords), [`seo_get_keyword_gap`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_keyword_gap), [`seo_get_serp_competitors`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_serp_competitors), [`seo_get_backlinks`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_backlinks), [`seo_get_backlink_summary`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_backlink_summary), [`seo_get_referring_domains`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_referring_domains) and [`seo_get_traffic_estimates`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_traffic_estimates). **Ad libraries:** [`ads_search_ads`](https://www.manifoldmcp.com/docs/tools/ads#ads_search_ads) (keyword search on Meta, TikTok, LinkedIn), [`ads_search_advertisers`](https://www.manifoldmcp.com/docs/tools/ads#ads_search_advertisers) (Google advertiser lookup), [`ads_get_advertiser_ads`](https://www.manifoldmcp.com/docs/tools/ads#ads_get_advertiser_ads) (list an advertiser's ads) and [`ads_get_ad`](https://www.manifoldmcp.com/docs/tools/ads#ads_get_ad) (read one ad). Covers Meta, TikTok, LinkedIn and Google. No Microsoft ad library. **Social:** Tools for LinkedIn, Instagram, TikTok, YouTube, X, Facebook and Reddit. For LinkedIn, see [the best LinkedIn MCP servers](https://www.manifoldmcp.com/blog/best-linkedin-mcp-servers). For YouTube, see [the best YouTube MCP servers](https://www.manifoldmcp.com/blog/best-youtube-mcp-servers). **AI visibility:** [`aeo_run_ai_answers`](https://www.manifoldmcp.com/docs/tools/aeo#aeo_run_ai_answers) checks which brands ChatGPT, Claude, Gemini and Perplexity mention and cite for a prompt. [`aeo_get_site_readiness`](https://www.manifoldmcp.com/docs/tools/aeo#aeo_get_site_readiness) checks whether AI engines can read your site. Manifold is pay per call. Every workspace gets 500 free credits. After that, Pro starts at $20/mo. The [tools documentation](https://www.manifoldmcp.com/docs/tools) shows what each tool returns and costs. The [Search Console and Bing tools](https://www.manifoldmcp.com/docs/tools/console) cost 0 credits per call. **Limits:** Manifold does not return Semrush or Similarweb data, or Ahrefs' keyword and backlink indexes. SEO data comes from DataForSEO. Traffic estimates are from [`seo_get_traffic_estimates`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_traffic_estimates), which returns modeled organic and paid search traffic, not visits, channel mix or actual analytics. **Best for:** One hosted server across SEO, traffic estimates, ad libraries, social and AI visibility. No API keys of your own, pay per call, and Search Console and Bing alongside competitor research. ## Example competitor research prompts Your agent pulls competitor data and summarizes it in conversation. Here are five prompts you can paste into Claude, ChatGPT or Cursor once you connect a server: **SEO competitor research:** "Find our top three search competitors by keyword overlap. For each, pull their ranked keywords, find the keyword gap (they rank top 10, we don't), and list the 20 highest-volume gaps." **Traffic estimates:** "Estimate monthly organic traffic for these five competitors and show their channel mix (organic, paid, social, referrals). Which one grew most in the last six months?" **Ad library research:** "Search the Meta Ad Library for active ads from [competitor] in the US. Group them by offer and hook, and tell me where each one sends people." **Social competitor tracking:** "Compare our last 30 days on LinkedIn with these three competitors. Show follower count, post cadence, and average engagement per post." **AI visibility:** "Check what ChatGPT, Claude and Gemini say when people ask for [category] recommendations. List which brands each engine mentions, in what position, and which sources they cite. Show the prompts where competitors appear and we don't." ## Traffic numbers are estimates Third-party traffic and ad-spend figures are modeled, not the competitor's private analytics. Similarweb, Semrush and Ahrefs use panel data, partnerships and public sources to estimate visits and channels. DataForSEO and Manifold's [`seo_get_traffic_estimates`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_traffic_estimates) return modeled estimates. These numbers reveal trends and relative scale, but do not match a competitor's actual Google Analytics. For your own site, use [Search Console](https://www.manifoldmcp.com/mcp/search-console) or [Google Analytics](https://www.manifoldmcp.com/mcp/google-analytics) data, which Manifold and some other servers read at 0 credits or included in your subscription. ## Which competitor research MCP server should you use? Pick by the data you need and what you already pay for. **You already have Ahrefs, Semrush or Similarweb.** Use their MCP servers. Your agent uses the data you already pay for, and OAuth setup is fast. **You want competitor SEO data with a trial.** [SE Ranking's 14-day trial](https://seranking.com/mcp.html) gives you 100K credits. Test it, then decide whether to buy a Wallet or a subscription. **You want raw SEO data at API prices.** [DataForSEO MCP](https://dataforseo.com/model-context-protocol) charges per call with a $50 minimum. Run it hosted or locally. **You want competitor ad research.** Use [InsightfulPipe Ads Libraries](https://insightfulpipe.com/docs/connectors-ads-libraries) for Meta, Google, LinkedIn and Microsoft in one hosted server. Or see [the best ad library MCP servers](https://www.manifoldmcp.com/blog/best-ad-library-mcp-servers) for other options. **You want social competitor tracking.** Use [Sociality MCP](https://sociality.io/mcp) if you already have a Sociality account. Or use Manifold for public LinkedIn, Instagram, TikTok, YouTube, X, Facebook and Reddit data. **You want one server for SEO, traffic estimates, ad libraries, social and AI visibility, with per-call pricing and no API keys.** [Manifold](https://www.manifoldmcp.com/mcp) charges per call, includes 500 free credits, and handles all the credentials. Search Console and Bing cost 0 credits. For more servers by marketing job, including paid ads, see [the best MCP servers for marketing](https://www.manifoldmcp.com/blog/best-mcp-servers-for-marketing). ## Run this in your agent Connect Manifold to your agent, then paste this prompt: ```text Find our top three search competitors by keyword overlap. For each, pull their ranked keywords, find the keyword gap (they rank top 10, we don't), and list the 20 highest-volume gaps. ``` It uses [`seo_get_serp_competitors`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_serp_competitors), [`seo_get_ranked_keywords`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_ranked_keywords), [`seo_get_keyword_gap`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_keyword_gap), [`seo_get_domain_overview`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_domain_overview), [`seo_get_traffic_estimates`](https://www.manifoldmcp.com/docs/tools/seo#seo_get_traffic_estimates), [`ads_search_ads`](https://www.manifoldmcp.com/docs/tools/ads#ads_search_ads), [`ads_get_advertiser_ads`](https://www.manifoldmcp.com/docs/tools/ads#ads_get_advertiser_ads) and [`aeo_run_ai_answers`](https://www.manifoldmcp.com/docs/tools/aeo#aeo_run_ai_answers). ## Questions people ask ### Can one MCP server cover SEO, traffic, ads and social competitor data? Manifold covers all four: competitor SEO via DataForSEO (keywords, gaps, SERP, backlinks, traffic estimates), ad libraries (Meta, TikTok, LinkedIn, Google), social (LinkedIn, Instagram, TikTok, YouTube, X, Facebook, Reddit), and AI visibility. It is hosted with no API keys of your own and charges per call. Other servers specialize: Ahrefs and Semrush for SEO, Similarweb for traffic, InsightfulPipe for ads, Sociality for social benchmarking. ### Are competitor traffic numbers estimates? Yes. Third-party traffic figures from Similarweb, Semrush, Ahrefs, DataForSEO and Manifold are modeled estimates from panel data, partnerships and public sources, not the competitor's private analytics. They reveal trends and relative scale but do not match actual Google Analytics. For your own site, use Search Console or Google Analytics data. ### Can an official Google Ads or Meta Ads MCP show a competitor's ads? No. Google's official Google Ads MCP and Meta's official ads MCP server work on your own ad accounts, not competitors' ads. To see competitors' ads, use a server that reads public ad libraries: InsightfulPipe Ads Libraries, SociaVault, at-dan/ad-library-mcp, or Manifold. ### Do I need an Ahrefs or Semrush subscription to use their MCP servers? Yes. Ahrefs MCP requires Lite ($129/mo) or higher with API units. Semrush MCP needs Semrush One Starter ($199/mo) or Pro+, or SEO Classic Pro or Guru, each with 50,000 API units. If you do not have a subscription, use SE Ranking (14-day trial), DataForSEO ($50 minimum, $1 trial), or Manifold (500 free credits per workspace). ### Which MCP server is best for competitor SEO research? Use Ahrefs or Semrush MCP if you already pay for them. Use SE Ranking for a trial with 100K credits. Use DataForSEO for raw API data at wholesale prices. Use Manifold for hosted pay per call with no API keys of your own, Search Console and Bing at 0 credits, plus ad libraries, social and AI visibility in the same server. ### Can I track competitors' social posts with an MCP server? Yes. Sociality MCP tracks competitors you add to your Sociality workspace and charges credits for stats and posts. SociaVault and Manifold read public social data on demand (profiles, posts, comments, engagement) across TikTok, Instagram, YouTube, LinkedIn, X, Facebook and Reddit, without logging in to those platforms. ## Keep reading - [The best MCP servers for marketing teams](https://www.manifoldmcp.com/blog/best-mcp-servers-for-marketing.md): Marketing teams juggle SEO, paid ads, CRM, analytics, social listening, and outbound campaigns. Here are the best MCP servers to connect your AI agent to marketing data, organized by what they do and how they charge. - [Claude SEO: keyword research, audits and content](https://www.manifoldmcp.com/blog/claude-seo.md): A workflow guide to Claude SEO: what Claude does well, why it needs live search data, and four step-by-step workflows for keyword research, SERP briefs, technical audits and Search Console quick wins, with prompts to copy. - [Screaming Frog MCP: setup guide and alternatives](https://www.manifoldmcp.com/blog/screaming-frog-mcp.md): Screaming Frog SEO Spider v24 added a built-in MCP server for crawling and analyzing sites from Claude, Cursor and other MCP clients. Here is how to set it up, the community headless option, and when a hosted alternative fits better.