Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for interacting SmartBear Products <div align="center"> <a href="https://www.smartbear.com"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://assets.smartbear.com/m/79b99a7ff9c81a9a/original/SmartBear-Logo_Dark-Mode.svg"> <img alt="SmartBear logo" src="https://assets.smartbear.com/m/105001cc5db1e0bf/original/SmartBear-Logo_Light-Mode.svg"> </picture> </a> <h1>SmartBear MCP server</h1> <!-- Badges --> <div> <a href="https://github Capability contract not published. No trust telemetry is available yet. 26 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@smartbear/mcp is best for smartbear, mcp, bugsnag 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 server for interacting SmartBear Products <div align="center"> <a href="https://www.smartbear.com"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://assets.smartbear.com/m/79b99a7ff9c81a9a/original/SmartBear-Logo_Dark-Mode.svg"> <img alt="SmartBear logo" src="https://assets.smartbear.com/m/105001cc5db1e0bf/original/SmartBear-Logo_Light-Mode.svg"> </picture> </a> <h1>SmartBear MCP server</h1> <!-- Badges --> <div> <a href="https://github
Public facts
4
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 26 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Smartbear
Artifacts
0
Benchmarks
0
Last release
0.13.5
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. 26 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/SmartBear/smartbear-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
Smartbear
Protocol compatibility
MCP
Adoption signal
26 GitHub stars
Handshake status
UNKNOWN
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
2
Snippets
0
Languages
typescript
json
{
"servers": {
"smartbear": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@smartbear/mcp@latest"
],
"env": {
"BUGSNAG_AUTH_TOKEN": "${input:bugsnag_auth_token}",
"BUGSNAG_PROJECT_API_KEY": "${input:bugsnag_project_api_key}",
"REFLECT_API_TOKEN": "${input:reflect_api_token}",
"SWAGGER_API_KEY": "${input:swagger_api_key}",
"SWAGGER_PORTAL_BASE_PATH": "${input:swagger_portal_base_path}",
"SWAGGER_REGISTRY_BASE_PATH": "${input:swagger_registry_base_path}",
"SWAGGER_UI_BASE_PATH": "${input:swagger_ui_base_path}",
"PACT_BROKER_BASE_URL": "${input:pact_broker_base_url}",
"PACT_BROKER_TOKEN": "${input:pact_broker_token}",
"PACT_BROKER_USERNAME": "${input:pact_broker_username}",
"PACT_BROKER_PASSWORD": "${input:pact_broker_password}",
"QMETRY_API_KEY": "${input:qmetry_api_key}",
"QMETRY_BASE_URL": "${input:qmetry_base_url}",
"ZEPHYR_API_TOKEN": "${input:zephyr_api_token}",
"ZEPHYR_BASE_URL": "${input:zephyr_base_url}",
"COLLABORATOR_BASE_URL": "${input:collab_base_url}",
"COLLABORATOR_USERNAME": "${input:collab_username}",
"COLLABORATOR_LOGIN_TICKET": "${input:collab_login_ticket}"
}
}
},
"inputs": [
{
"id": "bugsnag_auth_token",
"type": "promptString",
"description": "BugSnag Auth Token - leave blank to disable BugSnag tools",
"password": true
},
{
"id": "bugsnag_project_api_key",
"type": "promptString",
"description": "BugSnag Project API Key - for single project interactions",
"password": false
},
{
"id": "reflect_api_token",
"type": "promptString",
"description": "Reflect API Token - leave blank to disable Reflect tools",
"password": true
},
{
"id": "swagger_api_key",
"type": "promptString",
json
{
"mcpServers": {
"smartbear": {
"command": "npx",
"args": [
"-y",
"@smartbear/mcp@latest"
],
"env": {
"BUGSNAG_AUTH_TOKEN": "your_personal_auth_token",
"BUGSNAG_PROJECT_API_KEY": "your_project_api_key",
"REFLECT_API_TOKEN": "your_reflect_token",
"SWAGGER_API_KEY": "your_swagger_key",
"SWAGGER_PORTAL_BASE_PATH": "https://api.portal.swaggerhub.com/v1",
"SWAGGER_REGISTRY_BASE_PATH": "https://api.swaggerhub.com",
"SWAGGER_UI_BASE_PATH": "https://app.swaggerhub.com",
"PACT_BROKER_BASE_URL": "your_pactflow_or_pactbroker_base_url",
"PACT_BROKER_TOKEN": "your_pactflow_token",
"PACT_BROKER_USERNAME": "your_pact_broker_username",
"PACT_BROKER_PASSWORD": "your_pact_broker_password",
"QMETRY_API_KEY": "your_qmetry_api_key",
"QMETRY_BASE_URL": "https://testmanagement.qmetry.com",
"ZEPHYR_API_TOKEN": "your_zephyr_api_token",
"ZEPHYR_BASE_URL": "https://api.zephyrscale.smartbear.com/v2",
"COLLABORATOR_BASE_URL": "your collab base url",
"COLLABORATOR_USERNAME": "your collab user name",
"COLLABORATOR_LOGIN_TICKET": "your collab login ticket"
}
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for interacting SmartBear Products <div align="center"> <a href="https://www.smartbear.com"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://assets.smartbear.com/m/79b99a7ff9c81a9a/original/SmartBear-Logo_Dark-Mode.svg"> <img alt="SmartBear logo" src="https://assets.smartbear.com/m/105001cc5db1e0bf/original/SmartBear-Logo_Light-Mode.svg"> </picture> </a> <h1>SmartBear MCP server</h1> <!-- Badges --> <div> <a href="https://github
A Model Context Protocol (MCP) server which provides AI assistants with seamless access to SmartBear's suite of testing and monitoring tools, including BugSnag, Reflect, Swagger, PactFlow, Pact Broker, QMetry, Zephyr and Collaborator.
The Model Context Protocol (MCP) is an open standard that enables AI assistants to securely connect to external data sources and tools. This server exposes SmartBear's APIs through natural language interfaces, allowing you to query your testing data, analyze performance metrics, and manage test automation directly from your AI workflow.
See individual guides for suggested prompts and supported tools and resources:
The MCP server is distributed as an npm package @smartbear/mcp, making it easy to integrate into your development workflow.
The server is started with the API key or auth token that you use with your SmartBear product(s). They are optional and can be removed from your configuration if you aren't using the product. For BugSnag, if you provide a project API key it will narrow down all searches to a single project in your BugSnag dashboard. Leave this field blank if you wish to interact across multiple projects at a time.
For the quickest setup, use the "MCP: Add server…" command in the Command Palette to add the @smartbear/mcp npm package.
Alternatively, you can use npx (or globally install) the @smartbear/mcp package to run the server and add the following to your .vscode/mcp.json file:
{
"servers": {
"smartbear": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@smartbear/mcp@latest"
],
"env": {
"BUGSNAG_AUTH_TOKEN": "${input:bugsnag_auth_token}",
"BUGSNAG_PROJECT_API_KEY": "${input:bugsnag_project_api_key}",
"REFLECT_API_TOKEN": "${input:reflect_api_token}",
"SWAGGER_API_KEY": "${input:swagger_api_key}",
"SWAGGER_PORTAL_BASE_PATH": "${input:swagger_portal_base_path}",
"SWAGGER_REGISTRY_BASE_PATH": "${input:swagger_registry_base_path}",
"SWAGGER_UI_BASE_PATH": "${input:swagger_ui_base_path}",
"PACT_BROKER_BASE_URL": "${input:pact_broker_base_url}",
"PACT_BROKER_TOKEN": "${input:pact_broker_token}",
"PACT_BROKER_USERNAME": "${input:pact_broker_username}",
"PACT_BROKER_PASSWORD": "${input:pact_broker_password}",
"QMETRY_API_KEY": "${input:qmetry_api_key}",
"QMETRY_BASE_URL": "${input:qmetry_base_url}",
"ZEPHYR_API_TOKEN": "${input:zephyr_api_token}",
"ZEPHYR_BASE_URL": "${input:zephyr_base_url}",
"COLLABORATOR_BASE_URL": "${input:collab_base_url}",
"COLLABORATOR_USERNAME": "${input:collab_username}",
"COLLABORATOR_LOGIN_TICKET": "${input:collab_login_ticket}"
}
}
},
"inputs": [
{
"id": "bugsnag_auth_token",
"type": "promptString",
"description": "BugSnag Auth Token - leave blank to disable BugSnag tools",
"password": true
},
{
"id": "bugsnag_project_api_key",
"type": "promptString",
"description": "BugSnag Project API Key - for single project interactions",
"password": false
},
{
"id": "reflect_api_token",
"type": "promptString",
"description": "Reflect API Token - leave blank to disable Reflect tools",
"password": true
},
{
"id": "swagger_api_key",
"type": "promptString",
"description": "Swagger API Key - leave blank to disable Swagger tools",
"password": true
},
{
"id": "swagger_portal_base_path",
"type": "promptString",
"description": "Swagger Portal API base path - only needed for on-premise installations (leave blank for cloud)",
"password": false
},
{
"id": "swagger_registry_base_path",
"type": "promptString",
"description": "Swagger Registry API base path - only needed for on-premise installations (leave blank for cloud)",
"password": false
},
{
"id": "swagger_ui_base_path",
"type": "promptString",
"description": "Swagger UI base path - only needed for on-premise installations (leave blank for cloud)",
"password": false
},
{
"id": "pact_broker_base_url",
"type": "promptString",
"description": "PactFlow or Pact Broker base url - leave blank to disable the tools",
"password": true
},
{
"id": "pact_broker_token",
"type": "promptString",
"description": "PactFlow Authentication Token",
"password": true
},
{
"id": "pact_broker_username",
"type": "promptString",
"description": "Pact Broker Username",
"password": true
},
{
"id": "pact_broker_password",
"type": "promptString",
"description": "Pact Broker Password",
"password": true
},
{
"id": "qmetry_api_key",
"type": "promptString",
"description": "QMetry Open API Key",
"password": true
},
{
"id": "qmetry_base_url",
"type": "promptString",
"description": "By default, connects to https://testmanagement.qmetry.com. Change to a custom QMetry server URL or a region-specific endpoint if needed.",
"password": false
},
{
"id": "zephyr_api_token",
"type": "promptString",
"description": "Zephyr API token - leave blank to disable Zephyr tools",
"password": true
},
{
"id": "zephyr_base_url",
"type": "promptString",
"description": "Zephyr API base URL. By default, connects to https://api.zephyrscale.smartbear.com/v2. Change to region-specific endpoint if needed.",
"password": false
},
{
"id": "collab_base_url",
"type": "promptString",
"description": "Collab base url",
"password": true
},
{
"id": "collab_username",
"type": "promptString",
"description": "Collab username",
"password": true
},
{
"id": "collab_login_ticket",
"type": "promptString",
"description": "Collab login ticket",
"password": true
}
]
}
</details>
Add the following configuration to your claude_desktop_config.json to launch the MCP server via npx:
{
"mcpServers": {
"smartbear": {
"command": "npx",
"args": [
"-y",
"@smartbear/mcp@latest"
],
"env": {
"BUGSNAG_AUTH_TOKEN": "your_personal_auth_token",
"BUGSNAG_PROJECT_API_KEY": "your_project_api_key",
"REFLECT_API_TOKEN": "your_reflect_token",
"SWAGGER_API_KEY": "your_swagger_key",
"SWAGGER_PORTAL_BASE_PATH": "https://api.portal.swaggerhub.com/v1",
"SWAGGER_REGISTRY_BASE_PATH": "https://api.swaggerhub.com",
"SWAGGER_UI_BASE_PATH": "https://app.swaggerhub.com",
"PACT_BROKER_BASE_URL": "your_pactflow_or_pactbroker_base_url",
"PACT_BROKER_TOKEN": "your_pactflow_token",
"PACT_BROKER_USERNAME": "your_pact_broker_username",
"PACT_BROKER_PASSWORD": "your_pact_broker_password",
"QMETRY_API_KEY": "your_qmetry_api_key",
"QMETRY_BASE_URL": "https://testmanagement.qmetry.com",
"ZEPHYR_API_TOKEN": "your_zephyr_api_token",
"ZEPHYR_BASE_URL": "https://api.zephyrscale.smartbear.com/v2",
"COLLABORATOR_BASE_URL": "your collab base url",
"COLLABORATOR_USERNAME": "your collab user name",
"COLLABORATOR_LOGIN_TICKET": "your collab login ticket"
}
}
}
}
For detailed introduction, examples, and advanced configuration visit our 📖 Full Documentation
For developers who want to contribute to the SmartBear MCP server, please see the CONTRIBUTING.md guide.
This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.
SmartBear MCP Server - Bringing the power of SmartBear's testing and monitoring ecosystem to your AI-powered development workflow.
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-smartbear-smartbear-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-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
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-smartbear-smartbear-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-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": "2026-04-16T23:53:49.521Z"
}
},
"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": "smartbear",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "bugsnag",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "reflect",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "swagger",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "pactflow",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "zephyr",
"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|unknown|profile capability:smartbear|supported|profile capability:mcp|supported|profile capability:bugsnag|supported|profile capability:reflect|supported|profile capability:swagger|supported|profile capability:pactflow|supported|profile capability:zephyr|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Smartbear",
"href": "https://developer.smartbear.com/smartbear-mcp",
"sourceUrl": "https://developer.smartbear.com/smartbear-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:06:06.225Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:06:06.225Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "26 GitHub stars",
"href": "https://github.com/SmartBear/smartbear-mcp",
"sourceUrl": "https://github.com/SmartBear/smartbear-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:06:06.225Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-smartbear-smartbear-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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