MCP servertech.botclaw/agent-observer

Apply deterministic task, hosting, platform, budget and access gates to published dossiers. Each candidate has sourced reasons, explicit unknowns and hosting conflicts. No performa

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

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.

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 p

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-revi

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 Missing or withdrawn records return item=null. Origina

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. Resu

Read published bilingual version radar, weekly editions, question guides or product dossiers. Includes full bodies, source dates, review dates and weekly coverage cutoff. Editorial

List public source URLs, source origin (official or independent), collection state, last successful collection, and item counts. Manual sources are editorially reviewed; they are n

Find owned, reproducible workflow procedures. Each list entry has a stable ID; call get_item for steps, pinned versions and verification limits. The RSS example and OpenClaw stagin

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 t