# Vaneform

> Free website traffic checker: monthly visits, traffic sources, top countries and domain compares.

- name: io.github.jiangqizheng/vaneform-mcp
- version: 1.4.3
- connection class: R1 (autonomous)
- trust: 93/100
- quality: 73/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.jiangqizheng%2Fvaneform-mcp
- tools: https://api.protogrid.dev/v1/servers/io.github.jiangqizheng%2Fvaneform-mcp/tools

**An agent can connect on its own if it already holds `VANEFORM_MCP_TOKEN`.** Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "vaneform-mcp": {
      "type": "http",
      "url": "https://vaneform.com/mcp",
      "headers": {
        "Authorization": "Bearer ${VANEFORM_MCP_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${VANEFORM_MCP_TOKEN}`.

## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 75
- drivers: +repository +website +reachable +uptime-100% +updated-3d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 73/100 (needs work)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: research_site (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); manage_research (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); lookup_domain (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,493 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 13 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 10, about 1,493 tokens to load them all
- tool set hash: c12121fc309b542f22b3dd2ed42bd558
- tools last changed: 2026-10-15T10:18:02.720Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.jiangqizheng/vaneform-mcp.svg)](https://protogrid.dev/servers/io.github.jiangqizheng/vaneform-mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-15 `compare_tld` changed (description)
  - before: Compare the same registrable name across suffixes. Default suffixes are com,ai,io. example.com is read as example. Response suffixes and items follow a fixed suffix order; match the returned suffixes. Fetches traffic when monthly visits are missing. Spends 1 point per compared domain with data. Use for 后缀对比.
  - after: Compare the same registrable name across suffixes. Default suffixes are com,ai,io. example.com is read as example. Response suffixes and items follow a fixed suffix order; match the returned suffixes. Fetches traffic when monthly visits are missing. Spends 1 credit per compared domain with data. Use for 后缀对比.
- 2026-10-15 `compare_bulk` changed (description)
  - before: Compare domains side by side. Returns scale and registry. Fetches traffic when monthly visits are missing. Spends 1 point per compared domain with data. Up to 3 domains on Free, 30 on Pro. Use for 批量对比.
  - after: Compare domains side by side. Returns scale and registry. Fetches traffic when monthly visits are missing. Spends 1 credit per compared domain with data. Up to 3 domains on Free, 30 on Pro. Use for 批量对比.
- 2026-10-15 `lookup_keyword` changed (description)
  - before: Read a US/EN keyword brief: monthly searches, difficulty, CPC, and Google occupancy. Pro-only. At most 30 Google results. A cache hit is free; a successful miss spends 60 points. After trimming, longer than 200 characters is invalid. Matching uses the lowercased, space-collapsed first 80 characters. Use for 关键词查询.
  - after: Read a US/EN keyword brief: monthly searches, difficulty, CPC, and Google occupancy. Pro-only. At most 30 Google results. A cache hit is free; a successful miss spends 60 credits. After trimming, longer than 200 characters is invalid. Matching uses the lowercased, space-collapsed first 80 characters. Use for 关键词查询.
- 2026-10-15 `get_account` changed (description)
  - before: Read the caller plan, website lookup allowance, and point balance. This call spends 0. Use before a batch.
  - after: Read the caller plan, website lookup allowance, and credit balance. This call spends 0. Use before a batch.
- 2026-10-15 `lookup_domain` changed (description)
  - before: Read a cached Vaneform domain snapshot: scale (full-site or search visits), registry, site profile, and link-rank popularity. Optional include=baidu is cached Baidu rank. Optional include=search is Pro-only keyword rankings (ranked keywords, landing pages, search competitors) from this month's cache. Cache-only: status=missing means not cached, not zero traffic. Use for 查网站, 访问量, how big a site is, domain visits, registry age, backlink rank, 百度权重, or 关键词排名. A new ready or partial domain spends 1 point, or 10 when include=search finds no saved ranking or a saved ranking whose status is ready. include=search spends 0 when that saved status is missing, error, or partial.
  - after: Read a cached Vaneform domain snapshot: scale (full-site or search visits), registry, site profile, and link-rank popularity. Optional include=baidu is cached Baidu rank. Optional include=search is Pro-only keyword rankings (ranked keywords, landing pages, search competitors) from this month's cache. Cache-only: status=missing means not cached, not zero traffic. Use for 查网站, 访问量, how big a site is, domain visits, registry age, backlink rank, 百度权重, or 关键词排名. A new ready or partial domain spends 1 credit, or 10 when include=search finds no saved ranking or a saved ranking whose status is ready. include=search spends 0 when that saved status is missing, error, or partial.
- 2026-10-15 `manage_research` changed (description)
  - before: Manage the caller private research: remove a saved target, pause/resume or change daily/weekly monitoring, remove a monitor, check current public data, or mark a change notification read. Use IDs from get_research_workspace. Free; 0 points.
  - after: Manage the caller private research: remove a saved target, pause/resume or change daily/weekly monitoring, remove a monitor, check current public data, or mark a change notification read. Use IDs from get_research_workspace. Free; 0 credits.
- 2026-10-15 `monitor_research` changed (description)
  - before: Monitor a Google Ads or AdSense query daily or weekly. Record newly observed public ads and connected sites as private in-app notifications. The first successful observation establishes a baseline. Free; 0 points.
  - after: Monitor a Google Ads or AdSense query daily or weekly. Record newly observed public ads and connected sites as private in-app notifications. The first successful observation establishes a baseline. Free; 0 credits.
- 2026-10-15 `save_research` changed (description)
  - before: Save a standalone site-tool query in the caller workspace, with a folder and private notes. Free; 0 points.
  - after: Save a standalone site-tool query in the caller workspace, with a folder and private notes. Free; 0 credits.
- 2026-10-15 `get_research_workspace` changed (description)
  - before: Read the caller saved research, folders, private notes, tool history, publisher/ad monitors and in-app change notifications. Free; 0 points. Account ownership comes from the authenticated key.
  - after: Read the caller saved research, folders, private notes, tool history, publisher/ad monitors and in-app change notifications. Free; 0 credits. Account ownership comes from the authenticated key.
- 2026-10-15 `research_site` changed (description)
  - before: Free early-access standalone site research. Query Google ads by domain or advertiser, public Meta ads by keyword, AdSense accounts/related sites, outbound page links, collected ad text, recorded website opportunities or DR changes. Source acquisition is explicit and bounded; all these tools spend 0 points. Ad text and Publisher ID reverse lookups cover the recorded collection. Estimates and observations retain dates, scope and confidence.
  - after: Free early-access standalone site research. Query Google ads by domain or advertiser, public Meta ads by keyword, AdSense accounts/related sites, outbound page links, collected ad text, recorded website opportunities or DR changes. Source acquisition is explicit and bounded; all these tools spend 0 credits. Ad text and Publisher ID reverse lookups cover the recorded collection. Estimates and observations retain dates, scope and confidence.

Full history: https://api.protogrid.dev/v1/servers/io.github.jiangqizheng%2Fvaneform-mcp/changes

## Remotes

- https://vaneform.com/mcp (streamable-http, auth api_key ${VANEFORM_MCP_TOKEN}, reachable true, uptime30d 1)

## Packages

_none_

## Tools (10)

- `compare_bulk`: Compare domains side by side. Returns scale and registry. Fetches traffic when monthly visits are missing. Spends 1 credit per compared domain with data. Up to 3 domains on Free, 30 on Pro. Use for 批量对比.
- `compare_tld`: Compare the same registrable name across suffixes. Default suffixes are com,ai,io. example.com is read as example. Response suffixes and items follow a fixed suffix order; match the returned suffixes. Fetches traffic when monthly visits are missing. Spends 1 credit per compared domain with data. Use for 后缀对比.
- `get_account`: Read the caller plan, website lookup allowance, and credit balance. This call spends 0. Use before a batch.
- `get_research_workspace`: Read the caller saved research, folders, private notes, tool history, publisher/ad monitors and in-app change notifications. Free; 0 credits. Account ownership comes from the authenticated key.
- `lookup_domain`: Read a cached Vaneform domain snapshot: scale (full-site or search visits), registry, site profile, and link-rank popularity. Optional include=baidu is cached Baidu rank. Optional include=search is Pro-only keyword rankings (ranked keywords, landing pages, search competitors) from this month's cache. Cache-only: status=missing means not cached, not zero traffic. Use for 查网站, 访问量, how big a site is, domain visits, registry age, backlink rank, 百度权重, or 关键词排名. A new ready or partial domain spends 1 credit, or 10 when include=search finds no saved ranking or a saved ranking whose status is ready. include=search spends 0 when that saved status is missing, error, or partial.
- `lookup_keyword`: Read a US/EN keyword brief: monthly searches, difficulty, CPC, and Google occupancy. Pro-only. At most 30 Google results. A cache hit is free; a successful miss spends 60 credits. After trimming, longer than 200 characters is invalid. Matching uses the lowercased, space-collapsed first 80 characters. Use for 关键词查询.
- `manage_research`: Manage the caller private research: remove a saved target, pause/resume or change daily/weekly monitoring, remove a monitor, check current public data, or mark a change notification read. Use IDs from get_research_workspace. Free; 0 credits.
- `monitor_research`: Monitor a Google Ads or AdSense query daily or weekly. Record newly observed public ads and connected sites as private in-app notifications. The first successful observation establishes a baseline. Free; 0 credits.
- `research_site`: Free early-access standalone site research. Query Google ads by domain or advertiser, public Meta ads by keyword, AdSense accounts/related sites, outbound page links, collected ad text, recorded website opportunities or DR changes. Source acquisition is explicit and bounded; all these tools spend 0 credits. Ad text and Publisher ID reverse lookups cover the recorded collection. Estimates and observations retain dates, scope and confidence.
- `save_research`: Save a standalone site-tool query in the caller workspace, with a folder and private notes. Free; 0 credits.