Official MCP RegistryListed
BotClaw · Agent Observer
Read-only agent radar, weekly editions, sourced guides, scenario choices and revision sync.
First seen 2 Oct 2026. Evidence as of 7 Oct 2026.
11
Tools
From an anonymous probe
1
Source listings
Each with its own history
3
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| 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 inference. | Read-only |
| 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. | Read-only |
| 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. | Read-only |
| 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 Upserts contain the current published projection; withdrawn events contain only ID/revision/date, item=null. Remove withdrawn records locally. Replaying a page is safe. This is not a historical full-text archive. | Read-only |
| 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. | Read-only |
| 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 Missing or withdrawn records return item=null.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. | Read-only |
| 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. | Read-only |
| 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-product guides. | Read-only |
| 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. | Read-only |
| botclaw_get_workflows | Find owned, reproducible workflow procedures. Each list entry includes its recorded verification kind, evidence URLs and limits, independent of content format. Call get_item for steps and pinned versions. A software run proves only its documented checks, not end-to-end agent success. Does not run workflows. | Read-only |
| 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 citation URLs. | Read-only |
Change history
- botclaw_get_workflows: input schema changed
- botclaw_get_workflows: description changed (+"includes its recorded verification kind, evidence URLs and limits, independent of content format. Call" +"steps and" +"versions. A software run proves only its documented checks, not end-to-end agent success.")
- server instructions changed (+"Workflow lists include verification kind, evidence URLs" +"limits for each record. A" +"run proves only its documented checks;")
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | tech.botclaw/agent-observer | 2 Oct 2026 | 7 Oct 2026 | 1 |