# BotClaw · Agent Observer

- Registry name: `tech.botclaw/agent-observer` · version 1.2.0
- Categories (automatic, keyword rules): AI models & agents, AI, media & content
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=tech.botclaw%2Fagent-observer
- Server page: https://mcpstation.net/s/tech.botclaw--agent-observer.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://botclaw.tech/api/mcp`

## Tools (as reported by the server, not verified)

- `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 Missing or withdrawn records return item=null.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

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html