All servers · AI models & agents

BotClaw · Agent Observer

tech.botclaw/agent-observer · v1.2.0

Measured by MCP Station

Description written by the publisher, not verified

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

Connect

claude mcp add --transport http agent-observer https://botclaw.tech/api/mcp

{
  "mcpServers": {
    "agent-observer": {
      "url": "https://botclaw.tech/api/mcp"
    }
  }
}

Tools as reported by the server

• botclaw_get_latest
  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.
• botclaw_search
  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
• botclaw_get_daily
  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.
• botclaw_get_catalog
  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.
• botclaw_get_sources
  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.
• botclaw_get_item
  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 Missing or withdrawn records return item=null.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.
• botclaw_get_workflows
  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.
• botclaw_get_changes
  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 Upserts contain the current published projection; withdrawn events contain only ID/revision/date, item=null.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. Replay
• botclaw_compare
  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.
• botclaw_get_observations
  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-produc
• botclaw_choose
  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 i

Tool changes

• 2026-10-21: botclaw_get_latest, botclaw_search, botclaw_get_daily, botclaw_get_catalog, botclaw_get_sources, botclaw_get_item, botclaw_get_workflows, botclaw_get_changes, botclaw_compare, botclaw_get_observations, botclaw_choose
• 2026-10-16: botclaw_get_latest, botclaw_search, botclaw_get_daily, botclaw_get_catalog, botclaw_get_sources, botclaw_get_item, botclaw_get_workflows, botclaw_get_changes, botclaw_compare, botclaw_get_observations, botclaw_choose

Website · JSON · Text for agents · Registry updated 2026-10-01