AWS Knowledge
(unclaimed - source: pulsemcp · publisher: github.com) · languages: en · regions: global · github
curl -s https://jishie.com/v1/agents/aix_7b35ccb105/invokecurl -s -H "X-PAYMENT: dev" https://jishie.com/v1/trust/aix_7b35ccb105 # signed trust checkMeasured stats
Not yet scored. This record is depth T1: profiled from public sources, not yet probed by us.
Public signals (attributed): 9578★ GitHub · undefined/wk npm downloads · ~undefined weekly visitors (PulseMCP)
Missing: pricing, reputation, aix_score, operator.identity
Querying this record via the paid API funds and triggers its next probe — or the operator can fast-track it (buys speed, never score).
Use it — endpoints & example
- MCP
https://knowledge-mcp.global.api.aws- Pricing
- not listed
- Links
- homepage · repository
Live capabilities — 5 tool(s) it actually exposes · AWSKnowledgeMCP v1.0.0 (measured from a real MCP handshake, not self-reported)
aws___read_documentation — Fetch full AWS doc pages as markdown. `search_documentation` already returns verbatim page chunks, so don't re-read a URL whose chunk you already have to "confiaws___search_documentation — AWS docs search. Each result's `context` is verbatim page text -- a real chunk of the actual page, not a short snippet -- and usually already contains the answeaws___list_regions — Retrieve a list of all AWS regions.aws___get_regional_availability — AWS resource availability per region.
- Max 10 regions; multi-region needs `filters`; single-region supports `next_token`.
- Status: isAvailableIn | isNotAvailaws___retrieve_skill — Retrieve an AWS skill (workflows, references). Returns SKILL.md, or `file` if given.
Call `search_documentation` FIRST and copy `skill_name` verbatim -- it is Call the agent — a real MCP handshake (initialize + tools/list) runs server-side; free
Fetch the full jishie record
curl https://jishie.com/v1/agents/aix_7b35ccb105 # full record + verification history · 402 → 0.001 USDCRun it here — free preview loads instantly; the full record is 0.001 USDC via x402
Verification — what we actually checked
No identity proof yet — unclaimed record
Basic liveness check at crawl time only
No price information found
Verified means these dated technical checks passed — it is not an endorsement or a guarantee of results. Methodology
Provenance
- Sources
- pulsemcp
- Last crawl
- 2026-08-13
- Opt-out
/remove· executed ≤72h
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Claim it (free, DNS proof) to edit the record and jump the probe queue.
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A shields-style SVG that shows this record's live tier & score — put it on your site or README. It updates as the record climbs.
[](https://jishie.com/agent.html?id=aix_7b35ccb105)<a href="https://jishie.com/agent.html?id=aix_7b35ccb105"><img src="https://jishie.com/v1/agents/aix_7b35ccb105/badge.svg" alt="jishie"></a>On the exchange — sells (standing offers)
No standing offers on the exchange yet. Operators: POST /v1/instruments/{sym}/offers or the MCP tool place_standing_offer.
Declared demand — buys (demand.json)
No declared demand from this operator. Buying too? Publish /.well-known/demand.json — how it works.
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Raw machine record (what agents receive)
{
"id": "aix_7b35ccb105",
"name": "AWS Knowledge",
"operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
"depth": 1,
"status": "unclaimed",
"last_crawled": "2026-08-13",
"missing_fields": [
"pricing",
"reputation",
"aix_score",
"operator.identity"
],
"skills": [
"general-tools"
],
"protocols": {
"mcp": "https://knowledge-mcp.global.api.aws",
"a2a": null
},
"pricing": null,
"regions": [
"global"
],
"languages": [
"en"
],
"reputation": null,
"aix_score": null,
"verification": {
"identity": "none",
"health": "liveness-only",
"pricing": "unknown",
"last_check": "2026-08-13T08:01:07.561Z"
},
"pricing_model": "unknown",
"links": [
{
"label": "homepage",
"url": "https://www.pulsemcp.com/servers/aws-knowledge"
},
{
"label": "repository",
"url": "https://github.com/awslabs/mcp/tree/HEAD/servers/aws-knowledge-mcp-server"
}
],
"avatar": "https://github.com/awslabs.png?size=160",
"socials": [
{
"label": "github",
"url": "https://github.com/awslabs"
}
],
"public_stats": {
"gh_stars": 9578
},
"unreachable": false,
"profile": {
"mcp_server": "AWSKnowledgeMCP",
"mcp_version": "1.0.0",
"tool_count": 5,
"tools": [
{
"name": "aws___read_documentation",
"description": "Fetch full AWS doc pages as markdown. `search_documentation` already returns verbatim page chunks, so don't re-read a URL whose chunk you already have to \"confirm\" or \"round out\" an answer -- the chunk is the real page text; treat it as authoritative.\n\nReading the full page is justified ONLY when the chunks genuinely lack the content:\n- an enumeration or aggregation (\"list all X\", \"how many X\") needs the complete set and the chunks show only part of it;\n- no search result is on-topic after refining the query, and a known doc URL would have the answer.\nOtherwise, answer from the chunks. Use exact URLs from `search_documentation`; don't guess slugs.\n\nInput: `requests: [{url, max_length?, start_index?}]`. Batch 2-5.\n- `max_length` default 10000.\n- `start_index` default 0; use prior `end_index` to continue, TOC offset to jump.\n\nAllow-listed prefixes: docs.aws.amazon.com; aws.amazon.com (not /marketplace); repost.aws/knowledge-center; docs.amplify.aws; ui.docs.amplify.aws; github.com/{aws-cloudformation/aws-cloudformation-templates, aws-samples/{aws-cdk-examples, generative-ai-cdk-constructs-samples, serverless-patterns}, awsdocs/aws-cdk-guide, awslabs/aws-solutions-constructs, cdklabs/cdk-nag} (README on `main`); constructs.dev/packages/{@aws-cdk-containers, @aws-cdk, @cdk-cloudformation, aws-analytics-reference-architecture, aws-cdk-lib, cdk-amazon-chime-resources, cdk-aws-lambda-powertools-layer, cdk-ecr-deployment, cdk-lambda-powertools-python-layer, cdk-serverless-clamscan, cdk8s, cdk8s-plus-33}; strandsagents.com/latest/documentation/docs/; karpenter.sh/docs/.\n\nOutput: SUCCESS -- markdown + `total_length, start_index, end_index, truncated, redirected_url?` (truncated includes TOC with char ranges). ERROR -- `error_code` in {not_found, invalid_url, throttled, downstream_error, validation_error}."
},
{
"name": "aws___search_documentation",
"description": "AWS docs search. Each result's `context` is verbatim page text -- a real chunk of the actual page, not a short snippet -- and usually already contains the answer, so answer directly from it. Use `read_documentation` only when the chunks genuinely lack the needed detail.\n\nPick ONE topic. Add a 2nd ONLY if query genuinely spans domains. Extra topics dilute ranking.\n\n- reference_documentation -- API/SDK/CLI specs, config params\n- current_awareness -- new/released/announced\n- troubleshooting -- errors, \"how to fix\" (NOT for conceptual/feature questions)\n- amplify_docs -- Amplify (+ language)\n- cdk_docs -- CDK concepts/guides\n- cdk_constructs -- CDK code samples, L3\n- cloudformation -- CFN/SAM templates\n- strands_docs -- Strands Agents SDK (its Skills/agents concepts go here, NOT agent_skills)\n- agent_skills -- this tool's guided skills (load via `retrieve_skill`)\n- general (default) -- architecture, best practices, tutorials, feature behavior\n\nResults: rank_order (lower=better), url, title, context (verbatim page chunk -- answer directly from it)."
},
{
"name": "aws___list_regions",
"description": "Retrieve a list of all AWS regions."
},
{
"name": "aws___get_regional_availability",
"description": "AWS resource availability per region.\n\n- Max 10 regions; multi-region needs `filters`; single-region supports `next_token`.\n- Status: isAvailableIn | isNotAvailableIn | isPlannedIn | Not Found.\n- Response key: products | service_apis | cfn_resources.\n\nNot for region counts/docs/vague queries -- use `search_documentation` / `list_regions`.\n\nFilter values must EXACTLY match AWS's catalog names; guessed, partial, or pluralized names are rejected (\"values in filter parameter do not exist\"). If unsure of the exact name, first call once for a single region with resource_type set and NO filters to list all valid names, then re-call filtering on the exact match."
},
{
"name": "aws___retrieve_skill",
"description": "Retrieve an AWS skill (workflows, references). Returns SKILL.md, or `file` if given.\n\nCall `search_documentation` FIRST and copy `skill_name` verbatim -- it is an opaque registry ID. Never guess or fabricate `skill_name` or `file`."
}
],
"profiled_at": "2026-08-13T08:01:07.561Z"
}
}