Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP Agent Demos – 8 runnable demos showcasing Model Context Protocol capabilities MCP Demos 8 runnable demos showcasing Model Context Protocol capabilities - from text-only tools to interactive MCP Apps with bidirectional communication. Quick Start For production: VS Code Configuration Add to .vscode/settings.json to auto-discover the server: For development with tsx: Demos | # | Demo | Category | Tools | Resources | |---|------|----------|-------|-----------| | 1 | $1 | Hook | demo1_polite_cli | Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
mcpdemos is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
MCP Agent Demos – 8 runnable demos showcasing Model Context Protocol capabilities MCP Demos 8 runnable demos showcasing Model Context Protocol capabilities - from text-only tools to interactive MCP Apps with bidirectional communication. Quick Start For production: VS Code Configuration Add to .vscode/settings.json to auto-discover the server: For development with tsx: Demos | # | Demo | Category | Tools | Resources | |---|------|----------|-------|-----------| | 1 | $1 | Hook | demo1_polite_cli |
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Leestott
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/leestott/mcpdemos.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Leestott
Protocol compatibility
MCP
Adoption signal
4 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
5
Snippets
0
Languages
typescript
bash
node --version # Requires Node 20+ npm install npm run dev # Start MCP server (stdio transport)
bash
npm run build npm start
json
{
"mcp": {
"servers": {
"mcpdemos": {
"command": "node",
"args": ["dist/index.js"],
"cwd": "${workspaceFolder}"
}
}
}
}json
{
"mcp": {
"servers": {
"mcpdemos": {
"command": "npx",
"args": ["tsx", "src/index.ts"],
"cwd": "${workspaceFolder}"
}
}
}
}text
src/
index.ts ← Server entry point (stdio transport)
demos/
demo1-polite-cli.ts ← Tool: verbose CLI responses
demo2-elicitation.ts ← Tools: scaffold start + confirm
demo3-oauth.ts ← Tools: consent → approve → action
demo4-async-progress.ts ← Tools: pipeline + progress polling
demo5-cancel-retry.ts ← Tools: cancel, retry, list tasks
demo6-color-picker.ts ← Tool + Resource: colour picker UI
demo7-component-gallery.ts ← Tool + Resource: gallery UI
demo8-export-artifacts.ts ← Tool: report generation
examples/
demo{1-8}/README.md ← Per-demo docs with stage scripts
docs/
5-minute-runbook.md
15-minute-runbook.md
outputs/ ← Generated reports (Demo 8)Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP Agent Demos – 8 runnable demos showcasing Model Context Protocol capabilities MCP Demos 8 runnable demos showcasing Model Context Protocol capabilities - from text-only tools to interactive MCP Apps with bidirectional communication. Quick Start For production: VS Code Configuration Add to .vscode/settings.json to auto-discover the server: For development with tsx: Demos | # | Demo | Category | Tools | Resources | |---|------|----------|-------|-----------| | 1 | $1 | Hook | demo1_polite_cli |
8 runnable demos showcasing Model Context Protocol capabilities - from text-only tools to interactive MCP Apps with bidirectional communication.
node --version # Requires Node 20+
npm install
npm run dev # Start MCP server (stdio transport)
For production:
npm run build
npm start
Add to .vscode/settings.json to auto-discover the server:
{
"mcp": {
"servers": {
"mcpdemos": {
"command": "node",
"args": ["dist/index.js"],
"cwd": "${workspaceFolder}"
}
}
}
}
For development with tsx:
{
"mcp": {
"servers": {
"mcpdemos": {
"command": "npx",
"args": ["tsx", "src/index.ts"],
"cwd": "${workspaceFolder}"
}
}
}
}
| # | Demo | Category | Tools | Resources |
|---|------|----------|-------|-----------|
| 1 | Polite CLI vs Teammate | Hook | demo1_polite_cli | - |
| 2 | Elicitation Mid-Flow | Negotiation | demo2_scaffold_start, demo2_scaffold_confirm | - |
| 3 | Secure OAuth Handoff | Security | demo3_request_consent, demo3_approve_consent, demo3_protected_action | - |
| 4 | Async Progress | Coordination | demo4_start_pipeline, demo4_check_progress | - |
| 5 | Cancel / Retry / Resume | Coordination | demo5_cancel_task, demo5_retry_task, demo5_list_tasks | - |
| 6 | Colour Picker | Shared Artifacts | demo6_save_color, demo6_get_palette | ui://color-picker |
| 7 | Component Gallery | Shared Artifacts | demo7_gallery_state | ui://component-gallery |
| 8 | Export Artifacts | Platform | demo8_export_report, demo8_list_exports | - |
src/
index.ts ← Server entry point (stdio transport)
demos/
demo1-polite-cli.ts ← Tool: verbose CLI responses
demo2-elicitation.ts ← Tools: scaffold start + confirm
demo3-oauth.ts ← Tools: consent → approve → action
demo4-async-progress.ts ← Tools: pipeline + progress polling
demo5-cancel-retry.ts ← Tools: cancel, retry, list tasks
demo6-color-picker.ts ← Tool + Resource: colour picker UI
demo7-component-gallery.ts ← Tool + Resource: gallery UI
demo8-export-artifacts.ts ← Tool: report generation
examples/
demo{1-8}/README.md ← Per-demo docs with stage scripts
docs/
5-minute-runbook.md
15-minute-runbook.md
outputs/ ← Generated reports (Demo 8)
If a host doesn't support MCP Apps (ui:// resources), all demos fall back to text-only tool interactions. The UI resources are optional enhancements.
@modelcontextprotocol/sdk - MCP server frameworkzod - Schema validationtsx (dev) - TypeScript executionMIT
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://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/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.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
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/mcp-leestott-mcpdemos/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T03:49:56.460Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:MCP|unknown|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": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Leestott",
"href": "https://github.com/leestott/mcpdemos",
"sourceUrl": "https://github.com/leestott/mcpdemos",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:21:02.460Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:21:02.460Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "4 GitHub stars",
"href": "https://github.com/leestott/mcpdemos",
"sourceUrl": "https://github.com/leestott/mcpdemos",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:21:02.460Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-leestott-mcpdemos/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
Ads related to mcpdemos and adjacent AI workflows.