Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Xpersona Agent
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Overall rank
#70
Adoption
40.2K GitHub stars
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
cherry-studio is best for general automation workflows where MCP and 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
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs Capability contract not published. No trust telemetry is available yet. 40.2K GitHub stars reported by the source. Last updated 4/11/2026.
Trust score
Unknown
Compatibility
MCP, OpenClaw
Freshness
Feb 25, 2026
Vendor
Cherry Ai
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Cherry Ai
Protocol compatibility
MCP, OpenClaw
Adoption signal
40.2K GitHub stars
Handshake status
UNKNOWN
Crawlable docs
1 indexed page on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
0
Snippets
0
Languages
typescript
Editorial read
Docs source
GITHUB REPOS
Editorial quality
ready
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/snapshot"
curl -s "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/contract"
curl -s "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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/cherryhq-cherry-studio/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP",
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-16T21:19:10.343Z"
}
},
"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": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Cherry Ai",
"href": "https://cherry-ai.com",
"sourceUrl": "https://cherry-ai.com",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-11T14:38:40.986Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP, OpenClaw",
"href": "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-11T14:38:40.986Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "40.2K GitHub stars",
"href": "https://github.com/CherryHQ/cherry-studio",
"sourceUrl": "https://github.com/CherryHQ/cherry-studio",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-11T14:38:40.986Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "1 indexed page on the official domain",
"href": "https://cherry-ai.com/",
"sourceUrl": "https://cherry-ai.com/",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-03-14T01:56:25.207Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/cherryhq-cherry-studio/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Cherry Studio 官方网站 - 全能的 AI 助手 | 多模型 AI 客户端",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://cherry-ai.com/",
"sourceUrl": "https://cherry-ai.com/",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-03-14T01:56:25.207Z",
"isPublic": true
}
]Sponsored
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