ShortlistLens
Structured website and review evidence for AI-assisted local-business shortlisting.
Crawler Summary
MCP server for interacting with Anthropic's Claude CLI Claude MCP Server A Model Context Protocol (MCP) server that provides a bridge to Anthropic's Claude CLI. This allows MCP-compliant clients (like Claude Desktop or Gemini) to interact with the Claude CLI to start new chat sessions or continue existing ones. Features - **Start New Sessions**: Initiate a new conversation with a specific Claude model. - **Continue Sessions**: Reply to existing sessions using their Sessi Published capability contract available. No trust telemetry is available yet. 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
@2lab.ai/claude-mcp-server 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
MCP server for interacting with Anthropic's Claude CLI Claude MCP Server A Model Context Protocol (MCP) server that provides a bridge to Anthropic's Claude CLI. This allows MCP-compliant clients (like Claude Desktop or Gemini) to interact with the Claude CLI to start new chat sessions or continue existing ones. Features - **Start New Sessions**: Initiate a new conversation with a specific Claude model. - **Continue Sessions**: Reply to existing sessions using their Sessi
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
2lab Ai
Artifacts
0
Benchmarks
0
Last release
1.0.1
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. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/2lab-ai/claude-mcp-server.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
2lab Ai
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
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
6
Snippets
0
Languages
typescript
bash
# Install Claude CLI npm install -g @anthropic-ai/claude-code # Authenticate claude setup-token
bash
npm install -g @2lab.ai/claude-mcp-server
bash
npx @2lab.ai/claude-mcp-server
bash
claude-mcp-server
bash
npx @2lab.ai/claude-mcp-server
bash
npx @modelcontextprotocol/inspector npx @2lab.ai/claude-mcp-server
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for interacting with Anthropic's Claude CLI Claude MCP Server A Model Context Protocol (MCP) server that provides a bridge to Anthropic's Claude CLI. This allows MCP-compliant clients (like Claude Desktop or Gemini) to interact with the Claude CLI to start new chat sessions or continue existing ones. Features - **Start New Sessions**: Initiate a new conversation with a specific Claude model. - **Continue Sessions**: Reply to existing sessions using their Sessi
A Model Context Protocol (MCP) server that provides a bridge to Anthropic's Claude CLI. This allows MCP-compliant clients (like Claude Desktop or Gemini) to interact with the Claude CLI to start new chat sessions or continue existing ones.
sonnet, opus, haiku).# Install Claude CLI
npm install -g @anthropic-ai/claude-code
# Authenticate
claude setup-token
npm install -g @2lab.ai/claude-mcp-server
npx @2lab.ai/claude-mcp-server
After global installation:
claude-mcp-server
Or with npx:
npx @2lab.ai/claude-mcp-server
You can test and debug the server using the MCP Inspector:
npx @modelcontextprotocol/inspector npx @2lab.ai/claude-mcp-server
Or if globally installed:
npx @modelcontextprotocol/inspector claude-mcp-server
Add the following to your Claude Desktop configuration file:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"claude-cli": {
"command": "npx",
"args": ["-y", "@2lab.ai/claude-mcp-server"]
}
}
}
Or if globally installed:
{
"mcpServers": {
"claude-cli": {
"command": "claude-mcp-server"
}
}
}
Add to your Claude Code settings:
{
"mcpServers": {
"claude-cli": {
"command": "npx",
"args": ["-y", "@2lab.ai/claude-mcp-server"]
}
}
}
chatStart a new Claude session with a prompt.
Parameters:
prompt (required): The prompt to start the session withmodel (optional): The model to use (e.g., 'sonnet', 'opus', 'haiku')systemPrompt (optional): System prompt to set the assistant's behaviorcwd (optional): Working directory for the claude CLI executionReturns: Response text and new Session ID in _meta.sessionId
chat-replyContinue an existing Claude session.
Parameters:
prompt (required): The prompt to continue the conversationsessionId (optional): The session ID to continue. If not provided, continues the most recent sessionmodel (optional): The model to use for this turnsystemPrompt (optional): Additional system prompt to append for this turncwd (optional): Working directory for the claude CLI executionReturns: Response text and Session ID in _meta.sessionId
# Clone the repository
git clone https://github.com/2lab-ai/claude-mcp-server.git
cd claude-mcp-server
# Install dependencies
npm install
# Build
npm run build
# Run tests
npm test
# Run locally
npm start
# Test with MCP Inspector
npm run inspect
This project uses GitHub Actions to automatically publish to npm when changes are pushed to the main branch.
To enable automatic publishing:
NPM_TOKEN in your GitHub repository settingspackage.json before pushing to trigger a publishISC
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/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.
Structured website and review evidence for AI-assisted local-business shortlisting.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.
63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/2lab-ai/claude-mcp-server#input",
"outputSchemaRef": "https://github.com/2lab-ai/claude-mcp-server#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:45:49.908Z",
"sourceUpdatedAt": "2026-02-24T19:45:49.908Z",
"freshnessSeconds": 19575149
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T09:18:19.790Z"
}
},
"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": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "anthropic",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:claude|supported|profile capability:anthropic|supported|profile capability:server|supported|profile 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-2lab-ai-claude-mcp-server/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:49.908Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:49.908Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/2lab-ai/claude-mcp-server#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:49.908Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "2lab Ai",
"href": "https://github.com/2lab-ai/claude-mcp-server",
"sourceUrl": "https://github.com/2lab-ai/claude-mcp-server",
"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-2lab-ai-claude-mcp-server/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-2lab-ai-claude-mcp-server/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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