AionUi
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Crawler Summary
Runnable MCP quickstarts for the Telesherpa Ontology Platform: LangChain, CrewAI, LlamaIndex, Microsoft Agent Framework Telesherpa Quickstarts Lauffähige Minimalbeispiele, die einen Agenten in eurem Framework gegen den $1 (https://mcp.telesherpa.com) sprechen lassen. Jedes Verzeichnis ist eigenständig lauffähig: .env ausfüllen, pip install -r requirements.txt, Skript starten. Für den vollen Funktionsumfang der Plattform (Objektmodell, Scopes, Automatisierung, strukturierte Bildablage, Formulare, Self-Provisioning, ...) siehe das Guide Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
telesherpa-quickstarts is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Runnable MCP quickstarts for the Telesherpa Ontology Platform: LangChain, CrewAI, LlamaIndex, Microsoft Agent Framework Telesherpa Quickstarts Lauffähige Minimalbeispiele, die einen Agenten in eurem Framework gegen den $1 (https://mcp.telesherpa.com) sprechen lassen. Jedes Verzeichnis ist eigenständig lauffähig: .env ausfüllen, pip install -r requirements.txt, Skript starten. Für den vollen Funktionsumfang der Plattform (Objektmodell, Scopes, Automatisierung, strukturierte Bildablage, Formulare, Self-Provisioning, ...) siehe das Guide
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Telesherpa
Artifacts
0
Benchmarks
0
Last release
Unpublished
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 10/9/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Telesherpa
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
python
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Runnable MCP quickstarts for the Telesherpa Ontology Platform: LangChain, CrewAI, LlamaIndex, Microsoft Agent Framework Telesherpa Quickstarts Lauffähige Minimalbeispiele, die einen Agenten in eurem Framework gegen den $1 (https://mcp.telesherpa.com) sprechen lassen. Jedes Verzeichnis ist eigenständig lauffähig: .env ausfüllen, pip install -r requirements.txt, Skript starten. Für den vollen Funktionsumfang der Plattform (Objektmodell, Scopes, Automatisierung, strukturierte Bildablage, Formulare, Self-Provisioning, ...) siehe das Guide
Lauffähige Minimalbeispiele, die einen Agenten in eurem Framework gegen den
Telesherpa MCP-Server
(https://mcp.telesherpa.com) sprechen lassen. Jedes Verzeichnis ist eigenständig
lauffähig: .env ausfüllen, pip install -r requirements.txt, Skript starten.
Für den vollen Funktionsumfang der Plattform (Objektmodell, Scopes, Automatisierung, strukturierte Bildablage, Formulare, Self-Provisioning, ...) siehe das Guide-Repo skill-telesherpa-com.
| Framework | Verzeichnis | Status |
| --- | --- | --- |
| LangChain | /langchain | ✅ verifiziertes Auth-Pattern (Bearer-Header via MultiServerMCPClient) |
| CrewAI | /crewai | ✅ verifiziertes Auth-Pattern (Bearer-Header via MCPServerHTTP) |
| Microsoft Agent Framework (Nachfolger von AutoGen) | /agent-framework | ⚠️ Skelett — Bearer-Auth gegen Streamable-HTTP-MCP noch zu verifizieren |
| LlamaIndex | /llamaindex | ⚠️ Skelett — Bearer-Auth-Header-Unterstützung von BasicMCPClient noch zu verifizieren |
Zwei der vier Beispiele (LangChain, CrewAI) nutzen ein Auth-Pattern, das in der öffentlichen Dokumentation der jeweiligen Bibliothek eindeutig belegt und gegen den echten Telesherpa-Server getestet ist. Bei den anderen beiden zeigt die öffentliche Doku keinen dokumentierten Weg, einen Authorization-Header an einen Remote-MCP-Server zu übergeben — sie sind deshalb bewusst als lauffähige Skelette veröffentlicht, die beim Aufruf eine klare Fehlermeldung statt eines ungetesteten Beispiels liefern. Siehe die Status-Hinweise in den jeweiligen Skripten.
Alle Beispiele brauchen:
TELESHERPA_TOKEN),
siehe auth-token-lifecycle.md
im Guide-Repo für den Login-/Token-Flowrequires-python <3.14)OPENAI_API_KEY)Dieses Repo hat eine GitHub Codespaces-Konfiguration
(.devcontainer/) — "Code" → "Create codespace on main" reicht, keine lokale
Installation nötig.
Pull Requests für weitere Frameworks oder verbesserte Beispiele sind willkommen.
Jedes Beispiel sollte: lauffähig sein, keine echten Zugangsdaten enthalten
(.env.example statt .env), und in unter 5 Minuten vom Klonen bis zum ersten
Tool-Call führen.
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
curl -s "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/trust"
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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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://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-09T22:17:25.534Z"
}
},
"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": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Telesherpa",
"href": "https://github.com/telesherpa/telesherpa-quickstarts",
"sourceUrl": "https://github.com/telesherpa/telesherpa-quickstarts",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T11:47:33.166Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T11:47:33.166Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-telesherpa-telesherpa-quickstarts/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · 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
}
]Sponsored
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