BotClaw · Agent Observer MCP Server

by botclaw Your server? Claim it

answering

BotClaw · Agent Observer is answering right now. Last checked 2 min ago. It exposes 11 tools.

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

Uptime history 40 days of history · worst day 99%

40 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

326 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 3

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 2 October 2026. No other catalogue keeps this.

20 Oct a tool description was rewritten botclaw_get_workflows

5 Oct a tool description was rewritten botclaw_get_workflows

2 Oct a tool description was rewritten botclaw_get_workflows

Nothing serious here today

Today is the operative word: we check BotClaw · Agent Observer every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

Settings → Connectors → Add custom connector, then paste this address

https://botclaw.tech/api/mcp

~/.codex/config.toml

[mcp_servers.agent-observer]
url = "https://botclaw.tech/api/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "agent-observer": {
      "type": "http",
      "url": "https://botclaw.tech/api/mcp"
    }
  }
}

Available tools 11

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

botclaw

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.

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_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_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.

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_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_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_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.

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_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_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.

Endpoints

URL	Transport	State	Latency	Checked
https://botclaw.tech/api/mcp	streamable-http	answering	281 ms	2 min ago

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BotClaw · Agent Observer — questions

Answers built from our own checks of this server.

What can BotClaw · Agent Observer do?

It exposes 11 tools, read directly from the server on our last check. Among them: botclaw_choose, botclaw_compare, botclaw_get_catalog, botclaw_get_changes, botclaw_get_daily, botclaw_get_item and 5 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is BotClaw · Agent Observer working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 326 ms. The bar chart above shows every period we have measured.

How do I connect BotClaw · Agent Observer?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does BotClaw · Agent Observer need an API key?

No. BotClaw · Agent Observer completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 11 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is BotClaw · Agent Observer?

It answers our handshake in 326 ms on average, which is faster than 43% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.