gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
OpenClaw agent: xiaobenyang-mcp-1777316659309571 认知增强MCP服务器 Structured Argumentation 一组模型上下文协议服务器,为大型语言模型提供认知增强工具。 A group of model context protocol servers provide cognitive enhancement tools for large language models.## 工具列表 Tool List 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 | 工具 Tool | 描述 Description | |-------|--------------------| | structuredArgumentation | A detailed tool for systematic dialectical reasoning and argument analysis. This Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
xiaobenyang-mcp-1777316659309571 is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
OpenClaw agent: xiaobenyang-mcp-1777316659309571 认知增强MCP服务器 Structured Argumentation 一组模型上下文协议服务器,为大型语言模型提供认知增强工具。 A group of model context protocol servers provide cognitive enhancement tools for large language models.## 工具列表 Tool List 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 | 工具 Tool | 描述 Description | |-------|--------------------| | structuredArgumentation | A detailed tool for systematic dialectical reasoning and argument analysis. This
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Xiaobenyang Com
Artifacts
0
Benchmarks
0
Last release
1.0.9
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/xiaobenyang-com/1777316659309571.gitSetup 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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Xiaobenyang Com
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
2 GitHub stars
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
3
Snippets
0
Languages
typescript
json
{
"mcpServers": {
"认知增强MCP服务器": {
"headers": {
"XBY-APIKEY": "<YOUR_XBY_APIKEY>"
},
"type": "sse",
"url": "https://mcp.xiaobenyang.com/1777316659309571/sse"
}
}
}json
{
"mcpServers": {
"认知增强MCP服务器": {
"headers": {
"XBY-APIKEY": "<YOUR_XBY_APIKEY>"
},
"type": "streamable_http",
"url": "https://mcp.xiaobenyang.com/1777316659309571/mcp"
}
}
}json
{
"mcpServers": {
"认知增强MCP服务器": {
"command": "npx",
"args": [
"-y",
"xiaobenyang-mcp"
],
"env": {
"XBY_APIKEY": "<YOUR_XBY_APIKEY>",
"mcpId": "1777316659309571",
},
"transport": "stdio"
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
OpenClaw agent: xiaobenyang-mcp-1777316659309571 认知增强MCP服务器 Structured Argumentation 一组模型上下文协议服务器,为大型语言模型提供认知增强工具。 A group of model context protocol servers provide cognitive enhancement tools for large language models.## 工具列表 Tool List 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 | 工具 Tool | 描述 Description | |-------|--------------------| | structuredArgumentation | A detailed tool for systematic dialectical reasoning and argument analysis. This
一组模型上下文协议服务器,为大型语言模型提供认知增强工具。 A group of model context protocol servers provide cognitive enhancement tools for large language models.## 工具列表 Tool List
本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。 本MCP服务封装下列工具,可让模型通过标准化接口调用以下功能。
| 工具 Tool | 描述 Description | |-------|--------------------| | structuredArgumentation | A detailed tool for systematic dialectical reasoning and argument analysis. This tool helps analyze complex questions through formal argumentation structures. It facilitates the creation, critique, and synthesis of competing arguments. When to use this tool: - Evaluating competing perspectives and claims - Analyzing complex ethical dilemmas - Assessing policy proposals with multiple stakeholders - Exploring scientific hypotheses and counter-arguments Key features: - Break down arguments into claims, premises, and conclusions - Track relationships between arguments - Represent objections and rebuttals - Facilitate dialectical progression through thesis-antithesis-synthesis - Evaluate argument strengths and weaknesses - Visualize argument structures Parameters explained: - claim: The central proposition being argued - premises: Supporting evidence or assumptions - conclusion: The logical consequence of accepting the claim - argumentType: Whether this is a thesis, antithesis, synthesis, objection, or rebuttal - confidence: Your confidence level in this argument (0.0-1.0) - respondsTo: ID of an argument this directly responds to - supports/contradicts: IDs of arguments this supports or contradicts - strengths/weaknesses: Notable strong or weak points of the argument - nextArgumentNeeded: Whether another argument is needed in the dialectic |
工具在线测试: https://mcp.xiaobenyang.com/inspector/1777316659309571
Online Tool test https://mcp.xiaobenyang.com/inspector/1777316659309571
如何获取 XBY-APIKEY ? How to get XBY-APIKEY ?
访问小笨羊科技网站 https://xiaobenyang.com,注册用户即可获得APIKEY Visit XiaoBenYang website https://xiaobenyang.com, register and get the APIKEY.
{
"mcpServers": {
"认知增强MCP服务器": {
"headers": {
"XBY-APIKEY": "<YOUR_XBY_APIKEY>"
},
"type": "sse",
"url": "https://mcp.xiaobenyang.com/1777316659309571/sse"
}
}
}
{
"mcpServers": {
"认知增强MCP服务器": {
"headers": {
"XBY-APIKEY": "<YOUR_XBY_APIKEY>"
},
"type": "streamable_http",
"url": "https://mcp.xiaobenyang.com/1777316659309571/mcp"
}
}
}
{
"mcpServers": {
"认知增强MCP服务器": {
"command": "npx",
"args": [
"-y",
"xiaobenyang-mcp"
],
"env": {
"XBY_APIKEY": "<YOUR_XBY_APIKEY>",
"mcpId": "1777316659309571",
},
"transport": "stdio"
}
}
}
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
Yes
Data region
global
Protocol support
Requires: mcp, lang:typescript, streaming
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/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
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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This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript",
"streaming"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": true,
"inputSchemaRef": "https://github.com/xiaobenyang-com/1777316659309571#input",
"outputSchemaRef": "https://github.com/xiaobenyang-com/1777316659309571#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:42.856Z",
"sourceUpdatedAt": "2026-02-24T19:46:42.856Z",
"freshnessSeconds": 19550436
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T02:27:19.267Z"
}
},
"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": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:cli|supported|profile"
}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": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:42.856Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:42.856Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/xiaobenyang-com/1777316659309571#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:42.856Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Xiaobenyang Com",
"href": "https://github.com/xiaobenyang-com/1777316659309571",
"sourceUrl": "https://github.com/xiaobenyang-com/1777316659309571",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/xiaobenyang-com/1777316659309571",
"sourceUrl": "https://github.com/xiaobenyang-com/1777316659309571",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-xiaobenyang-com-1777316659309571/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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