Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
A Model Context Protocol server for web search with content extraction Web Search MCP A Model Context Protocol (MCP) server for web search with content extraction, using the $1 library. Features - ๐ Web search using Bing search engine - ๐ Content extraction using Mozilla Readability - ๐ท๏ธ SEO metadata extraction - ๐ง Integration with AI assistants through the Model Context Protocol - ๐ ๏ธ MCP tool for searching and extracting web content Installation As an MCP Server To use this as an 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
web-search-extract-mcp 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
A Model Context Protocol server for web search with content extraction Web Search MCP A Model Context Protocol (MCP) server for web search with content extraction, using the $1 library. Features - ๐ Web search using Bing search engine - ๐ Content extraction using Mozilla Readability - ๐ท๏ธ SEO metadata extraction - ๐ง Integration with AI assistants through the Model Context Protocol - ๐ ๏ธ MCP tool for searching and extracting web content Installation As an MCP Server To use this as an
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
Amoyens1s
Artifacts
0
Benchmarks
0
Last release
1.0.0
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/Amoyens1s/web-search-mcp.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
Amoyens1s
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
json
{
"mcpServers": {
"web-search": {
"command": "npx",
"args": ["web-search-extract-mcp"],
"disabled": false
}
}
}bash
npm install web-search-extract-mcp
json
{
"query": "latest AI developments",
"maxResults": 5,
"includeContent": true
}json
{
"content": [
{
"type": "text",
"text": "Extracted content from web pages..."
}
],
"sources": [
{
"title": "Page Title",
"url": "https://example.com",
"snippet": "Page snippet"
}
]
}bash
git clone https://github.com/your-username/web-search-extract-mcp.git cd web-search-extract-mcp npm install
bash
npm run build
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
A Model Context Protocol server for web search with content extraction Web Search MCP A Model Context Protocol (MCP) server for web search with content extraction, using the $1 library. Features - ๐ Web search using Bing search engine - ๐ Content extraction using Mozilla Readability - ๐ท๏ธ SEO metadata extraction - ๐ง Integration with AI assistants through the Model Context Protocol - ๐ ๏ธ MCP tool for searching and extracting web content Installation As an MCP Server To use this as an
A Model Context Protocol (MCP) server for web search with content extraction, using the web-content-extract library.
To use this as an MCP server, configure it in your MCP settings:
{
"mcpServers": {
"web-search": {
"command": "npx",
"args": ["web-search-extract-mcp"],
"disabled": false
}
}
}
npm install web-search-extract-mcp
Once configured as an MCP server, you can use the search_web_content tool:
{
"query": "latest AI developments",
"maxResults": 5,
"includeContent": true
}
query (string, required): The search querymaxResults (number, optional): Maximum number of results to return (default: 10)includeContent (boolean, optional): Whether to include extracted content (default: true)The tool returns extracted content from web pages along with metadata:
{
"content": [
{
"type": "text",
"text": "Extracted content from web pages..."
}
],
"sources": [
{
"title": "Page Title",
"url": "https://example.com",
"snippet": "Page snippet"
}
]
}
git clone https://github.com/your-username/web-search-extract-mcp.git
cd web-search-extract-mcp
npm install
npm run build
npm start
Or for development with auto-reload:
npm run dev
search_web_contentPerforms a web search and extracts content from the results.
Parameters:
query: Search query stringmaxResults: Maximum number of results to returnincludeContent: Whether to extract content from pagesReturns:
content: Extracted content in Markdown formatsources: List of sources with titles, URLs, and snippetsweb-content-extract to extract main content from search resultsMIT
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://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/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.
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": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/Amoyens1s/web-search-mcp#input",
"outputSchemaRef": "https://github.com/Amoyens1s/web-search-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:45:18.536Z",
"sourceUpdatedAt": "2026-02-24T19:45:18.536Z",
"freshnessSeconds": 4441446
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T05:29:25.004Z"
}
},
"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": "web-search",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "content-extraction",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:web-search|supported|profile capability:content-extraction|supported|profile capability:model-context-protocol|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://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:18.536Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:18.536Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/Amoyens1s/web-search-mcp#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:18.536Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Amoyens1s",
"href": "https://github.com/Amoyens1s/web-search-mcp",
"sourceUrl": "https://github.com/Amoyens1s/web-search-mcp",
"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://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-amoyens1s-web-search-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท 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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