BotClaw · Agent Observer

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Read-only agent radar, weekly editions, sourced guides, scenario choices and revision sync.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "BotClaw · Agent Observer": {
      "url": "https://botclaw.tech/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (11)

• botclaw_get_latest read-only

  Read the latest dated agent news, newest first. Defaults to news; choose content_type guide, experience or review for other reading. Filters are listed by botclaw_get_catalog. Results have 20 items per page; use hasMore and page to continue.

  Parameters:

  • page — integer
  • product — string
  • category — string
  • language — string
  • selected — boolean
  • content_type — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_search read-only

  Search published titles, summaries and owned workflow text using bounded bilingual keyword aliases (1–80 characters). Product, content type and category filters apply. Returns up to 20 records per page, not a generated answer or live-internet search. Use get_item to inspect conditions, evidence and citation URLs.

  Parameters:

  • q (required) — string
  • page — integer
  • product — string
  • category — string
  • language — string
  • selected — boolean
  • content_type — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_daily read-only

  Read public items dated on a real YYYY-MM-DD calendar day in Asia/Shanghai. Omit date for today. This is a date index, not an AI-generated daily report. reviewedAt is a source-review date, not a publication date. Returns 20 items per page.

  Parameters:

  • date — string
  • page — integer
  • product — string
  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_catalog read-only

  List the seven tracked products, category and content-type IDs, and the public MCP's paging and language options. Use these IDs in other tools.

  Parameters:

  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_sources read-only

  List public source URLs, source origin (official or independent), collection state, last successful collection, and item counts. Manual sources are editorially reviewed; they are not automatic collectors.

  Parameters:

  • product — string
  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_item read-only

  Read one published record by stable ID, with body, applicable conditions, evidence type, revision and canonical citation URL. Missing or withdrawn records return item=null. Original-source excerpts are not independent execution evidence.

  Parameters:

  • id (required) — string
  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_workflows read-only

  Find owned, reproducible workflow procedures. Each list entry has a stable ID; call get_item for the steps and actual verification boundary. Only the Node RSS example currently has execution evidence. Does not run workflows.

  Parameters:

  • q — string
  • page — integer
  • product — string
  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_changes read-only

  Read a sequence-ordered change stream after a decimal cursor. Start at 0, persist nextCursor only after applying the page, and continue while hasMore. Upserts contain the current published projection; withdrawn events contain only ID/revision/date, item=null. Remove withdrawn records locally. Replaying a page is safe. This is not a historical full-text archive.

  Parameters:

  • limit — integer
  • cursor — string
  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_compare read-only

  Compare source-backed capabilities and explicit unknowns for the seven products. Filters can shortlist documented self-managed options. This is official documentation, not a tested product ranking or current account-access guarantee.

  Parameters:

  • language — string
  • products — array
  • selfHosted — boolean

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_get_observations read-only

  Read published bilingual version radar, weekly editions, question guides or product dossiers. Includes full bodies, source dates, review dates and weekly coverage cutoff. Editorial interpretation is not product execution. Use product to include records discussing that product, including multi-product guides.

  Parameters:

  • q — string
  • page — integer
  • product — string
  • section — string
  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• botclaw_choose read-only

  Apply deterministic task, hosting, platform, budget and access gates to published dossiers. Each candidate has sourced reasons, explicit unknowns and hosting conflicts. No performance scores, account-access guarantee, inference, purchase or setup action. no-new-subscription does not establish free inference.

  Parameters:

  • task — string
  • access — string
  • budget — string
  • hosting — string
  • language — string
  • platform — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.