Agent Data Tools: Web, documents and search
Owner verifiedREMOTE · AGENT-DATA-TOOLS.REVMESH2074.WORKERS.DEV
13 tools: web pages, JS apps and PDFs as text, feeds, sitemaps, search. 25 free calls.
Available components
Last scanned (2 hours ago)
Scores higher than 58% of remote servers
Reachable. Last reached 24 Oct 2026.
Category Search and Retrieval
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security69
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability65
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 3075 tokens (~236/item across 13 items; 13 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management12
- Stability check failed: schema churn in the 5 days we've observed: 0 tool removals, 1 breaking changes, 0 auth/transport breaks, 2 additions. See how to fix → Fail
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (15% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 13 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 14 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 23 Oct 26 +1
- Server version: 1.51.3 → 1.52.0 functional
- Server version: 1.50.5 → 1.51.3 functional
- 22 Oct 26 0
- The server rewrote its instructions, which are the text every model session reads security
- Tool “dictionary” rewrote its description, which is the text the model reads security
- Tool “feed” rewrote its description, which is the text the model reads security
- Tool “papers” rewrote its description, which is the text the model reads security
- Tool “url_meta” rewrote its description, which is the text the model reads security
- Tool “wikipedia” rewrote its description, which is the text the model reads security
- Schema quality: 2678 → 3075 ▼ functional
- Server version: 1.50.3 → 1.50.5 functional
- Server version: 1.50.2 → 1.50.3 functional
- Server version: 1.50.1 → 1.50.2 functional
- Server version: 1.49.1 → 1.50.1 functional
- Server version: 1.48.6 → 1.49.1 functional
- Server version: 1.48.4 → 1.48.6 functional
- Server version: 1.48.2 → 1.48.4 functional
- Server version: 1.48.0 → 1.48.2 functional
- Server version: 1.47.15 → 1.48.0 functional
- Server version: 1.47.7 → 1.47.15 functional
- Server version: 1.45.3 → 1.47.7 functional
- New tool “news” functional
- New tool “search” functional
- Tool “extract_rendered” changed its title: Scrape a JavaScript-rendered page as text or Markdown → Web page to Markdown, rendered: a JavaScript-rendered page as text or Markdown cosmetic
- Tool “extract” changed its title: Scrape web page to Markdown: page URL into clean Markdown or text for LLMs → Scrape website page to Markdown: page URL into clean Markdown or text for LLMs cosmetic
- Tool “dictionary” changed its title: English dictionary lookup → Dictionary definition lookup: English words cosmetic
- Tool “extract” changed its title: Web scraping: page URL to clean Markdown or text for LLMs → Scrape web page to Markdown: page URL into clean Markdown or text for LLMs cosmetic
- Tool “feed” changed its title: Read an RSS or Atom feed → RSS feed reader: read an RSS or Atom feed cosmetic
- Tool “papers” changed its title: Search academic papers → Research papers search: academic papers cosmetic
- Tool “sitemap” changed its title: Discover documentation URLs from a bounded XML sitemap → Sitemap URL extractor: documentation URLs from a bounded XML sitemap cosmetic
- 21 Oct 26 +1
- Tool “summarize” rewrote its description, which is the text the model reads security
- Tool “sitemap” rewrote its description, which is the text the model reads security
- Server version: 1.45.1 → 1.45.3 functional
- Server version: 1.45.0 → 1.45.1 functional
- Server version: 1.44.0 → 1.45.0 functional
- Tool “extract” changed its title: Web page URL to clean Markdown or text for LLMs → Web scraping: page URL to clean Markdown or text for LLMs cosmetic
- Tool “extract_rendered” changed its title: Read a JavaScript-rendered page as text or Markdown → Scrape a JavaScript-rendered page as text or Markdown cosmetic
- Tool “screenshot” changed its title: Screenshot of a web page → Website screenshot: capture a web page as an image cosmetic
- Tool “summarize” changed its title: Summarize a web page → Summarize a web page from its URL cosmetic
- 20 Oct 26 0
- Stability: unverified → fail ▼ security
- The server rewrote its instructions, which are the text every model session reads security
- Tool “extract” rewrote its description, which is the text the model reads security
- Tool “extract_rendered” rewrote its description, which is the text the model reads security
- Tool “feed” rewrote its description, which is the text the model reads security
- Tool “papers” rewrote its description, which is the text the model reads security
- Tool “pdf_text” rewrote its description, which is the text the model reads security
- Tool “screenshot” rewrote its description, which is the text the model reads security
- Tool “sitemap” rewrote its description, which is the text the model reads security
- Tool “summarize” rewrote its description, which is the text the model reads security
- Tool “wikipedia” rewrote its description, which is the text the model reads security
- “screenshot” changed the type of “fullPage”: string → string|number|boolean ▼ functional
- Stability: unverified → 0.03 ▲ functional
- Server version: 1.41.0 → 1.44.0 functional
- Server version: 1.40.0 → 1.41.0 functional
- Server version: 1.39.3 → 1.40.0 functional
- Server version: 1.37.1 → 1.39.3 functional
- Server version: 1.36.1 → 1.37.1 functional
- Server version: 1.35.3 → 1.36.1 functional
- Tool “extract” changed its title: Static web page to text, Markdown, code and tables → Web page URL to clean Markdown or text for LLMs cosmetic
- 19 Oct 26 67
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 24 Oct 2026 · Probed https://agent-data-tools.revmesh2074.workers.dev/mcp/web
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=revmesh2074.workers.dev | CN=YE1,O=Let's Encrypt,C=US | 9 Oct 2026 | 7 Jan 2027 | ECDSA 256 | ECDSA-SHA384 | 538c1f22b424c14420d956229d7db3228c3 |
| SANs: *.revmesh2074.workers.dev, revmesh2074.workers.dev | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of agent-data-tools.revmesh2074.workers.dev. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| workers.dev. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://agent-data-tools.revmesh2074.workers.dev/mcp/web | Verified | 200 | |
| http (plaintext) | http://agent-data-tools.revmesh2074.workers.dev/mcp/web | Inconclusive | 405 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
dictionary Dictionary definition lookup: English words ~125
Definitions of an English word from Wiktionary, grouped by part of speech, with example sentences where Wiktionary gives them, plus the page link and the CC BY-SA attribution to show. Use for writing help, vocabulary, translation checks and word games. Example: word=serendipity. Price $0.01/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| word | string | yes | An English word |
No output schema declared.
No examples provided.
extract Scrape website page to Markdown: page URL into clean Markdown or text for LLMs ~306
Fetch any public web page URL and get clean, LLM-ready text or Markdown: main content, code blocks, tables, links and headings, for RAG and agent context. Static HTML, Markdown or text; optional section ID. Default 20,000 output characters, max 100,000; input 2 MiB. No JavaScript rendering (see /extract/rendered), logins or paywalls. Empty pages, bad sections, browser challenges and errors are not charged. Use to read docs or articles. Example: url=https://example.com. Price $0.002/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| format | string | – | Returned representation: text (default), markdown, or both. HTML structured details are included in every format; Markdown/plain sources have empty details. |
| maxChars | integer | – | Maximum characters of body text to return (500-100000, default 20000) |
| section | string | – | Optional exact visible HTML ID within primary content, 1-500 characters. Heading scope includes subsections until next same/higher-level heading; section/article/main/div scope is its subtree. Missin… |
| url | string | yes | Absolute http(s) URL of the page to fetch |
| Name | Type | Req | Description |
|---|---|---|---|
| canonical | string|null | yes | – |
| codeBlocks | array | yes | – |
| contentHash | string | yes | – |
| contentSelection | – | yes | – |
| contentType | string | yes | – |
| description | string|null | yes | – |
| fetchedAt | string | yes | – |
| finalUrl | string | yes | – |
| format | – | yes | – |
| hashFormat | – | yes | – |
| headings | array | yes | – |
| lang | string|null | yes | – |
| linkBaseUrl | string | yes | Effective source-derived HTTP(S) base for links: the first supported HTML base href outside inert/foreign subtrees, otherwise finalUrl. Credentials and non-HTTP(S) base values are ignored with a warn… |
| links | array | yes | – |
| markdown | string | – | – |
| section | – | yes | Null for full primary-content reading. Otherwise the explicitly requested scope; title/description/canonical remain page-level metadata. Heading scope ends before the next same/higher-level heading,… |
| sourceFormat | – | yes | Source interpretation. Markdown is identified by text/markdown, or a .md/.markdown final path served as text/plain (warned). Markdown syntax is retained verbatim within the cap, not converted to HTML… |
| sourceMetadata | object | yes | Page-level source declarations, not verified authorship or freshness. Head author/Open Graph date tags and bounded direct Schema.org JSON-LD Article/WebPage-like nodes only; exact-URL matches preferr… |
| status | integer | yes | – |
| tables | array | yes | – |
| text | string | – | – |
| textLength | integer | yes | Full extracted text length before the character cap, within the input limit. |
| title | string|null | yes | – |
| truncated | boolean | yes | Input or requested primary representation is incomplete. Structured detail limits are reported separately in warnings. |
| url | string | yes | – |
| warnings | array | yes | – |
No examples provided.
extract_rendered Web page to Markdown, rendered: a JavaScript-rendered page as text or Markdown ~211
Same output as /extract, but the page is first rendered in a real browser, so single-page apps and pages that build their content with JavaScript come back with their text instead of an empty shell. Waits for the network to settle (up to 15 seconds). Public pages only; no login. Use when /extract returns EXTRACTION_EMPTY or too little text for a page you can read in a browser. Example: url=https://example.com/. Price $0.01/call via x402 USDC or a card key (/credits); failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| format | string | – | text (default), markdown or both |
| maxChars | integer | – | Output limit, 500-100000 characters (default 20000) |
| section | string | – | Optional exact HTML id to read only that element |
| url | string | yes | Absolute public http(s) URL of the page |
No output schema declared.
No examples provided.
feed RSS feed reader: read an RSS or Atom feed ~197
Read a public RSS 2.0, RSS 1.0 or Atom feed and get the feed title, link and description plus its newest items: title, link, date (ISO 8601), short plain-text summary, author and id. Up to 50 items, feeds up to 2 MB. Lenient with real-world feeds; a page that is not a feed returns 422, uncharged. Use to follow news, blogs, release notes or podcasts without scraping pages. Example: url=https://github.blog/feed/. Price $0.01/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Items to return (1-50, default 20) |
| url | string | yes | Absolute public http(s) URL of the feed |
No output schema declared.
No examples provided.
news News headlines, latest news: search current news articles (Brave) ~210
Search current news and get the latest headlines as JSON: title, URL, snippet, publisher domain and age, from the Brave Search API's news index. 1-20 results per call; freshness limits results to the past day, week or month. Results are for the caller's immediate use only: no storing, resale or model training (Brave API terms). Upstream failures and exhausted capacity return 503, uncharged. Use when an agent needs current news on a topic. Example: q=bitcoin ETF. Price $0.01/call via x402 USDC or a card key (/credits); failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | – | Number of results (1-20, default 10) |
| freshness | string | – | Only articles from the past day, week or month (default: any age) |
| q | string | yes | News search query, at most 400 characters |
No output schema declared.
No examples provided.
papers Research papers search: academic papers ~190
Search scholarly literature across journals, conferences, preprints and books: title, authors, year, venue, citation count, DOI link and abstract where available. Optional fromYear filter and up to 20 results per call. Use for research agents, literature reviews, fact-checking a claim against published work, and finding the DOI for a citation. Example: query=CRISPR off-target effects. Price $0.01/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| fromYear | integer | – | Only works published in or after this year |
| limit | integer | – | Number of results, 1-20 (default 5) |
| query | string | yes | Search terms, a title or a research question (3-300 characters) |
No output schema declared.
No examples provided.
pdf_text PDF to text, page by page ~234
Download a public PDF (up to 10 MB) and return its text page by page, with title, author, page count and character counts. Choose a first page and how many pages to read (up to 200) and cap the output with maxChars. Scanned PDFs without a text layer, encrypted files and non-PDF URLs fail uncharged. Use to read papers, invoices, reports and manuals into an agent's context. Example: url=https://bitcoin.org/bitcoin.pdf. Price $0.005/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| firstPage | integer | – | First page to read (default 1) |
| maxChars | integer | – | Maximum characters of text returned across all pages (1000-200000, default 50000) |
| pages | integer | – | How many pages to read (1-200, default 50) |
| url | string | yes | Absolute public http(s) URL of the PDF |
No output schema declared.
No examples provided.
screenshot Website screenshot: capture a web page as an image ~186
Render any public web page in a real headless Chrome browser, with JavaScript executed, and get a JPEG screenshot (1280 px wide, base64) plus the final URL, HTTP status and page title. Set fullPage=true to capture up to 4000 px of page height. Use for visual checks, page previews, monitoring and feeding pages to vision models. Example: url=https://example.com. Price $0.02/call via x402 USDC or a card key (/credits); failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| fullPage | string|number|boolean | – | Set to true to capture the full page height (max 4000 px) instead of the 1280x800 viewport |
| url | string | yes | Absolute http(s) URL of the page to capture |
No output schema declared.
No examples provided.
search Web search results ~189
Search the web and get the top results as JSON: title, URL, a short snippet and the page age, from the Brave Search API. 1-20 results per call. Results are for the caller's immediate use only: no storing, resale or model training (Brave API terms). Upstream failures and exhausted daily capacity return 503, uncharged. Pair with /extract to read a result in full. Use when an agent needs current information or sources from the open web. Example: q=x402 payment protocol. Price $0.01/call via x402 USDC or a card key (/credits); failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | – | Number of results (1-20, default 10) |
| q | string | yes | Search query, at most 400 characters |
No output schema declared.
No examples provided.
sitemap Sitemap URL extractor: documentation URLs from a bounded XML sitemap ~253
Read one public XML sitemap or sitemap index as structured URLs and source-reported dates. Supports gzip, substring filtering and pagination. Maximum 512 KiB expanded input and 1000 entries. Does not crawl pages or follow child sitemaps. Invalid XML and execution errors are not charged; a valid empty match is charged. Use to find which pages of a docs site to read before calling /extract. Example: url=https://www.sitemaps.org/sitemap.xml. Price $0.002/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| contains | string | – | Optional case-insensitive URL substring, at most 200 characters |
| maxUrls | integer | – | Reported matching locations examined in one page (1-100, default 25); invalid/nonpublic locations may reduce returned entries |
| offset | integer | – | Offset into distinct reported matching locations (0-1000, default 0); use nextOffset to continue |
| url | string | yes | Absolute public HTTP(S) XML sitemap URL; child sitemaps are not fetched automatically |
| Name | Type | Req | Description |
|---|---|---|---|
| contains | string | yes | – |
| contentHash | string | yes | – |
| duplicateReportedLocations | integer | yes | – |
| entries | array | yes | – |
| fetchedAt | string | yes | – |
| finalUrl | string | yes | – |
| format | – | yes | – |
| hasMore | boolean | yes | – |
| hashFormat | – | yes | – |
| kind | – | yes | – |
| matchingReportedLocations | integer | yes | Distinct reported locations matching contains, before public-URL validation of the selected page. |
| missingOrInvalidLocations | integer | yes | – |
| nextOffset | integer|null | yes | – |
| offset | integer | yes | – |
| rejectedLocationsInPage | integer | yes | – |
| reportedEntries | integer | yes | – |
| sourceHash | string | yes | – |
| text | string | yes | – |
| uniqueReportedLocations | integer | yes | – |
| url | string | yes | – |
| warnings | array | yes | – |
No examples provided.
summarize Summarize a web page from its URL ~174
Give a URL, get a short summary of the page plus three to six key points, ready to drop into an agent's context. Fetches the page, strips navigation and boilerplate, and summarizes the main text with an LLM. HTML pages only; for a PDF use pdf_text, then ai_summarize_text. Use for research, news triage, link previews and deciding whether a page is worth reading in full. For the full text use extract. Example: url=https://en.wikipedia.org/wiki/HTTP_402. Price $0.01/call via x402 USDC or a card key (/credits); failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Absolute http(s) URL of the page to summarize |
No output schema declared.
No examples provided.
url_meta Link preview metadata for a page ~160
Fetch a public web page's head and return link-preview metadata: title, description, site name, type, preview image, canonical URL, language, author, published time, favicon, theme colour, and every OpenGraph and Twitter-card field. Reads at most 512 KB and never runs JavaScript. Use to build link previews, label citations or check how a URL will unfurl before sharing it. Example: url=https://github.com/. Price $0.01/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Absolute public http(s) URL of the page |
No output schema declared.
No examples provided.
wikipedia Wikipedia summary ~123
Short summary of a Wikipedia article in any language edition: title, one-paragraph extract, description, thumbnail and page URL. Use to ground an agent's answer in a quick, citable fact sheet. Example: title=Stockholm. Price $0.01/call via x402 USDC or a card key (/credits), first 25 free; failed calls free. Reads or computes only and changes nothing; each call is charged, so repeats are not free.
| Name | Type | Req | Description |
|---|---|---|---|
| lang | string | – | Language code (default en) |
| title | string | yes | Article title |
No output schema declared.
No examples provided.
How do I install the Agent Data Tools: Web, documents and search MCP server?
Agent Data Tools: Web, documents and search is a hosted endpoint at https://agent-data-tools.revmesh2074.workers.dev/mcp/web, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · agent-data-tools.revmesh2074.workers.dev
claude mcp add --transport http nutshell2000-agent-data-tools-web 'https://agent-data-tools.revmesh2074.workers.dev/mcp/web'
What is the Agent Data Tools: Web, documents and search MCP server?
Agent Data Tools: Web, documents and search is an MCP server listed in the public MCP registry as io.github.Nutshell2000/agent-data-tools-web. 13 tools: web pages, JS apps and PDFs as text, feeds, sitemaps, search. 25 free calls. This page covers its hosted endpoint (https://agent-data-tools.revmesh2074.workers.dev/mcp/web). Its publisher has verified ownership with us.
Is the Agent Data Tools: Web, documents and search MCP server safe to use?
Agent Data Tools: Web, documents and search scores 69 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Agent Data Tools: Web, documents and search MCP server expose?
Agent Data Tools: Web, documents and search exposes 13 tools: search, news, extract, extract_rendered, pdf_text, and 8 more. Their descriptions and schemas cost roughly 2,558 tokens of context every time the server is loaded.
Does the Agent Data Tools: Web, documents and search MCP server require authentication?
No. We connected to Agent Data Tools: Web, documents and search without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Agent Data Tools: Web, documents and search MCP server still maintained?
Agent Data Tools: Web, documents and search is still listed as active in the MCP registry. We last reached this channel on 24 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.