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BotClaw · Agent Observer

R0· no sign-in

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

v1.2.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust82of 100
Uptime, 30 days97%
Latency p50436 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "agent-observer": {
      "type": "http",
      "url": "https://botclaw.tech/api/mcp"
    }
  }
}
claude mcp add --transport http agent-observer https://botclaw.tech/api/mcp
[mcp_servers.agent-observer]
url = "https://botclaw.tech/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agent-observer": {
      "type": "remote",
      "url": "https://botclaw.tech/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "agent-observer": {
      "type": "http",
      "url": "https://botclaw.tech/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agent-observer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYm90Y2xhdy50ZWNoL2FwaS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "agent-observer": {
      "type": "http",
      "url": "https://botclaw.tech/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "agent-observer": {
      "httpUrl": "https://botclaw.tech/api/mcp"
    }
  }
}
extensions:
  "agent-observer":
    enabled: true
    name: "agent-observer"
    type: streamable_http
    uri: "https://botclaw.tech/api/mcp"
    timeout: 300

Quality 79 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations11 of 11 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 2,149 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
  • warn
    stability.changes7 tool changes in 30 days
  • fail
    stability.rug_pull1 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

11 tools, about 2,149 tokens to load them all · tool set d12aee3870f3 · tools last changed 2026-10-05 · checked 2026-10-19 15:48 UTC

Tool changes

  • botclaw_get_workflowschangeddescription, output schemameaning changed
    before

    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 staging-backup trial have execution evidence; memory behavior and upgrade regressions remain untested. Does not run workflows.

    after · 40% of words in common

    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.

  • botclaw_get_workflowschangeddescription
    before

    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.

    after · 60% of words in common

    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 staging-backup trial have execution evidence; memory behavior and upgrade regressions remain untested. Does not run workflows.

  • botclaw_get_sourceschangedoutput schema
  • botclaw_chooseadded

    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_get_observationsadded

    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_changeschangedoutput schema
  • botclaw_get_itemchangedoutput schema

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness99
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-97% +updated-18d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://botclaw.tech/api/mcp streamable-httpnoneyes97%436 ms2026-07-282026-10-19

Tools (11)

botclaw_chooseread-onlyApply 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_compareread-onlyCompare 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_catalogread-onlyList 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_changesread-onlyRead 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_dailyread-onlyRead 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_itemread-onlyRead 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_latestread-onlyRead 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_observationsread-onlyRead 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_sourcesread-onlyList 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_workflowsread-onlyFind 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.
botclaw_searchread-onlySearch 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "tech.botclaw/agent-observer",
  "title": "BotClaw · Agent Observer",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://botclaw.tech/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.2.0",
  "websiteUrl": "https://botclaw.tech",
  "description": "Read-only agent radar, weekly editions, sourced guides, scenario choices and revision sync."
}