Summary
You'd reach for this when building AI agents that need to manage optical infrastructure in AI data centers. It exposes gNMI operations for network device configuration and telemetry, integrates with NCCL for collective communication monitoring, and provides ML-based remaining useful life predictions for optical components. The SPARQL semantic layer lets you query relationships across your infrastructure, while the digital twin capability mirrors your physical optical network state. Think fleet management for the fiber and transceivers connecting your GPU clusters, with predictive maintenance and topology awareness baked in.
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Public tool metadata for what this MCP can expose to an agent.
10 tools
companySearch_toolCompany search. USE THIS WHEN: - Search for companies by criteria DO NOT USE FOR: - Finding individual people (use peopleSearch) - Getting contact info like email (use syncContactEnrichment after finding profile) EXAMPLE: Input: companySearch_tool(apiKey="sk_live_...", searchP...5 params
Company search. USE THIS WHEN: - Search for companies by criteria DO NOT USE FOR: - Finding individual people (use peopleSearch) - Getting contact info like email (use syncContactEnrichment after finding profile) EXAMPLE: Input: companySearch_tool(apiKey="sk_live_...", searchP...
Parameters* required
apiKeyvaluecompanyExclusionListIDsvaluecursorvaluepageSizevaluesearchParamsvaluepeopleSearch_toolPeople search. USE THIS WHEN: - Search for people/profiles DO NOT USE FOR: - Getting email/phone directly (use syncContactEnrichment after finding profile) - Company searches (use companySearch) EXAMPLE: Input: peopleSearch_tool(apiKey="sk_live_...", searchParams={}, pageSize=...7 params
People search. USE THIS WHEN: - Search for people/profiles DO NOT USE FOR: - Getting email/phone directly (use syncContactEnrichment after finding profile) - Company searches (use companySearch) EXAMPLE: Input: peopleSearch_tool(apiKey="sk_live_...", searchParams={}, pageSize=...
Parameters* required
apiKeyvaluecompanyExclusionListIDsvaluecurrentCompaniesvaluecursorvaluepageSizevalueprospectExclusionListIDsvaluesearchParamsvaluesyncContactEnrichment_toolSynchronously fetch contact details. USE THIS WHEN: - Get email addresses from LinkedIn profiles - Get phone numbers for contacts DO NOT USE FOR: - Searching for people (use peopleSearch instead) - Company information (use companySearch or kitchenSinkCompany) EXAMPLE: Input: s...4 params
Synchronously fetch contact details. USE THIS WHEN: - Get email addresses from LinkedIn profiles - Get phone numbers for contacts DO NOT USE FOR: - Searching for people (use peopleSearch instead) - Company information (use companySearch or kitchenSinkCompany) EXAMPLE: Input: s...
Parameters* required
apiKeyvalueenrichmentTypevalueexhaustivevaluelinkedinUrlvalueprofileLiveEnrich_toolLive fetch LinkedIn profile. USE THIS WHEN: - Fetch live data from LinkedIn DO NOT USE FOR: - Batch operations (use search or batch APIs instead) EXAMPLE: Input: profileLiveEnrich_tool(apiKey="sk_live_...", identifier="example_string", getDetailedEducation="example") INPUT SCH...4 params
Live fetch LinkedIn profile. USE THIS WHEN: - Fetch live data from LinkedIn DO NOT USE FOR: - Batch operations (use search or batch APIs instead) EXAMPLE: Input: profileLiveEnrich_tool(apiKey="sk_live_...", identifier="example_string", getDetailedEducation="example") INPUT SCH...
Parameters* required
apiKeyvaluegetDetailedEducationvaluegetDetailedWorkExperiencevalueidentifiervaluecompanyLiveEnrich_toolLive fetch LinkedIn company. USE THIS WHEN: - Fetch live data from LinkedIn DO NOT USE FOR: - Batch operations (use search or batch APIs instead) EXAMPLE: Input: companyLiveEnrich_tool(apiKey="sk_live_...", type="example_string", value="example_string") INPUT SCHEMA: Required...4 params
Live fetch LinkedIn company. USE THIS WHEN: - Fetch live data from LinkedIn DO NOT USE FOR: - Batch operations (use search or batch APIs instead) EXAMPLE: Input: companyLiveEnrich_tool(apiKey="sk_live_...", type="example_string", value="example_string") INPUT SCHEMA: Required...
Parameters* required
apiKeyvaluegetHistoricalHeadcountvaluetypevaluevaluevaluegetOrgCredits_toolGet organization credits. USE THIS WHEN: - Execute API operation EXAMPLE: Input: getOrgCredits_tool() INPUT SCHEMA: Required parameters: Optional parameters: RETURNS: Response object with keys: output, chargeInfo, warnings COMMON MISTAKES: - Missing apiKey in function call (ap...1 params
Get organization credits. USE THIS WHEN: - Execute API operation EXAMPLE: Input: getOrgCredits_tool() INPUT SCHEMA: Required parameters: Optional parameters: RETURNS: Response object with keys: output, chargeInfo, warnings COMMON MISTAKES: - Missing apiKey in function call (ap...
Parameters* required
apiKeyvaluepollCombinedSearch_toolPoll combined search. USE THIS WHEN: - Search for people/profiles EXAMPLE: Input: pollCombinedSearch_tool(apiKey="sk_live_...", entityType="example_string", searchId="example_string") INPUT SCHEMA: Required parameters: - apiKey (string): Your Fiber API key. Must start with 'sk...5 params
Poll combined search. USE THIS WHEN: - Search for people/profiles EXAMPLE: Input: pollCombinedSearch_tool(apiKey="sk_live_...", entityType="example_string", searchId="example_string") INPUT SCHEMA: Required parameters: - apiKey (string): Your Fiber API key. Must start with 'sk...
Parameters* required
apiKeyvaluecursorvalueentityTypevaluepageSizevaluesearchIdvaluepollContactEnrichmentResult_toolPoll contact details fetching task. USE THIS WHEN: - Get email addresses from LinkedIn profiles DO NOT USE FOR: - Searching for people (use peopleSearch instead) - Company information (use companySearch or kitchenSinkCompany) EXAMPLE: Input: pollContactEnrichmentResult_tool(ap...2 params
Poll contact details fetching task. USE THIS WHEN: - Get email addresses from LinkedIn profiles DO NOT USE FOR: - Searching for people (use peopleSearch instead) - Company information (use companySearch or kitchenSinkCompany) EXAMPLE: Input: pollContactEnrichmentResult_tool(ap...
Parameters* required
apiKeyvaluetaskIdvaluepollBatchContactEnrichment_toolPoll batch contact enrichment. USE THIS WHEN: - Get email addresses from LinkedIn profiles DO NOT USE FOR: - Searching for people (use peopleSearch instead) - Company information (use companySearch or kitchenSinkCompany) EXAMPLE: Input: pollBatchContactEnrichment_tool(apiKey="...4 params
Poll batch contact enrichment. USE THIS WHEN: - Get email addresses from LinkedIn profiles DO NOT USE FOR: - Searching for people (use peopleSearch instead) - Company information (use companySearch or kitchenSinkCompany) EXAMPLE: Input: pollBatchContactEnrichment_tool(apiKey="...
Parameters* required
apiKeyvaluecursorvaluetakevaluetaskIdvaluegetCompanyExclusionLists_toolGet company exclusion list. USE THIS WHEN: - Execute API operation EXAMPLE: Input: getCompanyExclusionLists_tool(apiKey="sk_live_...") INPUT SCHEMA: Required parameters: - apiKey (string): Your Fiber API key. Must start with 'sk_live_' or 'sk_test_'. Example: 'sk_live_dR6DxD3H...1 params
Get company exclusion list. USE THIS WHEN: - Execute API operation EXAMPLE: Input: getCompanyExclusionLists_tool(apiKey="sk_live_...") INPUT SCHEMA: Required parameters: - apiKey (string): Your Fiber API key. Must start with 'sk_live_' or 'sk_test_'. Example: 'sk_live_dR6DxD3H...
Parameters* required
apiKeyvalueFeatured
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FIBER_API_URLdefault: https://api.fiber.acBase URL of the FIBER deployment (e.g., https://api.fiber.ac or http://localhost:8000 for self-hosted).
FIBER_API_KEY*secretBearer token for the FIBER API. Role determines which tools work: viewer (24 read tools), operator (+write), admin (all).
FIBER_ENABLE_WRITEdefault: 0Set to 1 to expose write tools: demo trigger, NCCL ingest, RMA create. Defaults to read-only for safety.
FIBER_MCP_TOOLS_ALLOWLIST(v1.0.2) Optional CSV of tool names. When set, only these tools are exposed — letting operators scope autonomous agents to a minimum surface (e.g. 'fiber_health,fiber_cluster_overview,fiber_list_alerts'). Empty = all tools exposed (default).
FIBER_HTTP_TIMEOUTdefault: 30Per-request HTTP timeout in seconds. Increase if running Digital Twin Monte Carlo with iterations>1000.