Categories › AI & Agents › Agent memory & context
Read-only agent radar, weekly editions, sourced guides, scenario choices and revision sync.
Remote server: your requests and data go to botclaw.tech. Claude Code: claude mcp add --transport http botclaw-agent-observer https://botclaw.tech/api/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
botclaw_get_latest — Read the latest dated agent news, newest first. Defaults to news; choose content_type guide, experience or review for other reading. Filtersbotclaw_search — Search published titles, summaries and owned workflow text using bounded bilingual keyword aliases (1–80 characters). Product, content type 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 dbotclaw_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 toobotclaw_get_sources — List public source URLs, source origin (official or independent), collection state, last successful collection, and item counts. Manual sourbotclaw_get_item — Read one published record by stable ID, with body, applicable conditions, evidence type, revision and canonical citation URL. Missing or witbotclaw_get_workflows — Find owned, reproducible workflow procedures. Each list entry has a stable ID; call get_item for the steps and actual verification boundary.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 whilbotclaw_compare — Compare source-backed capabilities and explicit unknowns for the seven products. Filters can shortlist documented self-managed options. Thisbotclaw_get_observations — Read published bilingual version radar, weekly editions, question guides or product dossiers. Includes full bodies, source dates, review datbotclaw_choose — Apply deterministic task, hosting, platform, budget and access gates to published dossiers. Each candidate has sourced reasons, explicit unkNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.