Skip to content
Agent Web Map logo

Agent Web Map MCP server

Which MCP servers are Agent Web Map's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-28

← Back to Agent Web Map

Whose server it is
  • Registry namecom.agentwebmap/agentwebmapverified in the MCP registry

The registry name sits under agentwebmap.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-28
  • Stateanswerschecked 2026-10-28
  • Tools24
  • Server calls itselfagentwebmap
  • Server version0.26.0
  • Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 486 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: find llms.txt sources matching a task; check whether a domain publishes llms.txt; generate an editable llms.txt draft for a site.
  • Checked on 5 of the 7 days it takes to judge reliability.

Once connected

  • For "check whether a domain publishes llms.txt", the likely first call is check_llms_txt.
  • For "generate an editable llms.txt draft for a site", the likely first call is generate_llms_txt.
  • update_site change data without a sign-in: anyone with the address can call them.
  • Parameters are untyped or undescribed in 9 of 24 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 5, the first on 2026-10-28
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 5 so far
  • What an agent can do with it3 of 3 use cases
  • Answeredmeasuring5 of the 7 daily checks it takes to print a share
  • Median first answer505 ms
  • Space in an agent's context≈ 7,336 tokensthe definitions of all its tools (24), which an agent carries on every turn
  • Tool definitionsA · 94 of 100
  • Typed results24 of 24 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 9 of 24

What an agent can do with it

  • can do · find llms.txt sources matching a task
  • can do · check whether a domain publishes llms.txt
  • can do · generate an editable llms.txt draft for a site

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

  • Tools that change data, on a server that answers without a sign-in: update_site

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers24 tools · read 2026-10-28
  • similar_sites

    Find related listed publishers by vector similarity to a known domain. Returns compact profiles, cosine similarity and actual shared section keys. Similarity is not affiliation, endorsement or proof of equivalent capabilities. Uses stored…

  • list_sections

    Discover publisher section labels across the indexed corpus, distinct-site counts, newly observed labels, conservative emerging signals and seven-day membership changes. Emerging requires ten estimated domain-name families, excludes known…

  • explore_sections

    Explore relationships between publisher headings. Edges count distinct listed sites sharing both labels. Pass section keys to return related labels and a bounded page of publishers; no sections returns aggregate clusters only. Discovery…

  • resolve

    Start here to find documentation for a domain or development task. Returns specific page URLs with publisher excerpts, matching evidence, owner-stated terms, freshness and alternatives. A named publisher stays scoped to its valid…

  • directory_stats

    Directory-wide counts for Agent Web Map: domains tracked, valid llms.txt files, listed, verified, pending.

  • list_countries

    List country codes and names with valid listed-site counts, plus the unknown count. Use country=FR or country=unknown with resolve, search_llms_registry, list_domains, list_sections and explore_sections. Owner-declared or site-published…

  • list_categories

    List topic taxonomy and counts by inferred category and agentic label, unclassified sites and publisher-declared MCP endpoints. Categories describe topics; capabilities are separate explicit publisher declarations. Counts can overlap. Use…

  • search_llms_registry

    Search domains and indexed documentation links by words and meaning. Relevance ranks before authority and ownership verification, with keyword fallback if semantic search is unavailable. Compact results omit owner claims by default; use…

  • list_domains

    Ranked listing of the directory (verified first, then authority). Use verified_only to get only owner-verified sites.

  • lookup_domain

    Look up a domain: source URLs, summary, authority, ownership verification, inferred country, last check and owner-stated terms. Compact by default; detail=full adds profile, nested files, badge and ownership claim instructions.

  • read_llms_txt

    Return our validated copy of a listed site's llms.txt as text, with its source URL, check date and content hash. No second fetch needed, and it works when the publisher blocks automated clients. A site not cached yet is fetched once on…

  • verification_instructions

    Describe optional ownership management and its four proof methods. Call begin_ownership_claim to obtain a fresh expiring proof and a private claim secret. No ownership claim is needed for discovery.

  • check_llms_txt

    Validate a site's llms.txt: reachability, HTML-instead-of-text, redirects to other domains, H1 title, summary, sections, links, link health, llms-full.txt and charset. Returns each check with what to fix and the file preview. Ownership…

  • generate_llms_txt

    Draft an llms.txt for a site from its own homepage, sitemap and page titles. Takes 10-30 seconds. The owner reviews it and publishes it at /llms.txt. Ownership management is optional and uses a separate fresh challenge.

  • validate_llms_txt

    Check a pasted llms.txt draft in memory. Required format is separate from writing recommendations. No links are fetched, no text is saved and nothing is published.

  • audit_website

    Read a bounded public snapshot of homepage delivery, llms.txt, robots access for search and training crawlers, and static interface hints. This does not render JavaScript, establish WebMCP tools, confirm indexing, measure AI citations or…

  • check_mcp_endpoint

    Inspect a public HTTPS MCP endpoint tool inventory and authentication response. No credentials, query strings, private addresses, redirects, schema-reference resolution or service-tool execution. Results describe observed metadata, not…

  • register_domain

    Submit a public domain or announce a file update to queue a live crawl, including previously invalid tracked domains. Same-domain requests are coalesced with a ten-minute cooldown. Existing listings stay visible until checked; queueing…

  • begin_ownership_claim

    Start optional ownership management or recovery for a domain you control. Returns an expiring fresh public proof token and a private claim_secret shown once. Keep the secret private; publish only the verification snippet, then call…

  • verify_domain

    Complete the fresh challenge from begin_ownership_claim using its private claim credentials. Checks the published proof and consumes the challenge once, returning the owner API key shown once. Public or legacy proof tokens alone cannot…

  • rotate_owner_key

    Owner only. Replace the API key and invalidate all existing browser owner sessions. Keep the new key; it is shown once. Does not require changing the existing ownership proof.

  • update_site

    Verified owner only. Control the listing profile (description, tags, nested llms.txt paths, contact, owner-declared publisher_country) and terms for agents (agent_terms: automated_access = one of welcome | limited | ask | not_allowed: may…

  • site_stats

    Verified owner only. Review measured website, REST and MCP requests, daily activity, documentation selections, publisher clicks, file health and the last 30 score snapshots. Counts include bots, tests and repeated requests; they do not…

  • recrawl_site

    Verified owner only. Re-validate and update the directory listing now (once per 10 minutes). This crawl can change listing and ownership verification state. Review the result and return to the owner dashboard for activity and history.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "agentwebmap": {
      "type": "http",
      "url": "https://agentwebmap.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http agentwebmap https://agentwebmap.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://agentwebmap.com/mcp as a custom connector in the settings.

OpenAPI spec

28 paths, read 2026-10-28. Open the spec ↗

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.