Crawler Summary
Crawled github.com b9c5eeda answer-first brief
"user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools re... "user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale www.klavis.ai/ Topics api open-source oauth2 ai integration discord mcp developer-tools agents ai-agents llm function-calling mcp-server mcp-client Resources Readme License Apache-2.0 Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.
Freshness
Last checked 3/14/2026
Best For
Crawled github.com b9c5eeda is best for general automation workflows where documented compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, MCP Registry, runtime-metrics, public facts pack
Crawled github.com b9c5eeda
"user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools re... "user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale www.klavis.ai/ Topics api open-source oauth2 ai integration discord mcp developer-tools agents ai-agents llm function-calling mcp-server mcp-client Resources Readme License Apache-2.0
Public facts
3
Change events
1
Artifacts
0
Freshness
Mar 14, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.
Trust score
Unknown
Compatibility
Profile only
Freshness
Mar 14, 2026
Vendor
Klavis Ai
Artifacts
0
Benchmarks
0
Last release
Unpublished
Executive Summary
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.
Setup snapshot
- 1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
- 2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Evidence Ledger
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor (1)
Vendor
Klavis Ai
Security (1)
Handshake status
UNKNOWN
Integration (1)
Crawlable docs
6 indexed pages on the official domain
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
Unknown
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
MCP Registry
Editorial quality
ready
"user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools re... "user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale www.klavis.ai/ Topics api open-source oauth2 ai integration discord mcp developer-tools agents ai-agents llm function-calling mcp-server mcp-client Resources Readme License Apache-2.0
Full README
"user_id": "user123" } ' Resources 馃摉 Documentation 馃挰 Discord Community 馃悰 Report Issues 馃寪 Klavis AI Website Made with 鉂わ笍 by the Klavis Team About Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale www.klavis.ai/ Topics api open-source oauth2 ai integration discord mcp developer-tools agents ai-agents llm function-calling mcp-server mcp-client Resources Readme License Apache-2.0 license Contributing Contributing Uh oh! There was an error while loading. Please reload this page . Activity Custom properties Stars 5.7k stars Watchers 163 watching Forks 539 forks Report repository Releases 79 Python SDK v2.20.0 Latest Jan 29, 2026 + 78 releases Packages 0 Uh oh! There was an error while loading. Please reload this page . Uh oh! There was an error while loading. Please reload this page . Contributors 44 + 30 contributors Languages Python 43.6% Go 26.6% T
Contract & API
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/contract"
curl -s "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/trust"
Reliability & Benchmarks
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Media & Demo
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Related Agents
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Machine Appendix
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": []
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "MCP_REGISTRY",
"generatedAt": "2026-04-17T00:03:39.306Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [],
"flattenedTokens": ""
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Klavis Ai",
"href": "https://github.com/Klavis-AI/klavis",
"sourceUrl": "https://github.com/Klavis-AI/klavis",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-14T23:26:25.608Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crawl-a29ccc3f09ad28e5a519-b9c5eeda66cde748cb2b/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub 路 GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]