"LLVM" matching MCP tools:

• get_transparency_snapshot

  LLM SEO MCP — Elephant Accountability

  Returns Elephant Accountability's most recent weekly LLM visibility measurement covering ChatGPT, Claude, Perplexity, Gemini, and Grok. The receipt we publish to keep our own claims honest.

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• get_covered_surfaces

  LLM SEO MCP — Elephant Accountability

  Returns the full list of agent-discoverable surfaces Elephant implements: llms.txt, Schema.org Organization + Product blocks, MCP servers, A2A Agent Cards, UCP merchant metadata, agent-directory registrations, and citation-seeding.

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• get_offerings

  LLM SEO MCP — Elephant Accountability

  Returns Elephant Accountability's service tiers, pricing, delivery SLAs, and checkout / booking URLs. Optionally personalized to the asking buyer's company size or urgency.

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• invoke

  authenticated-multi-llm-agent

  Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion for the verified caller.

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• hallucination_scorer

  llm-output-quality-monitor

  Pattern-based heuristic risk scoring for LLM responses (0-100). Detects linguistic signals such as contradictory assertions, unsourced claims, and uncertainty markers. Not a semantic hallucination detector.

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• check_provider_status

  LLM Provider Intelligence

  Check operational status and recent latency for one or all LLM providers.

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• assess_fit

  LLM SEO MCP — Elephant Accountability

  Returns a 0–100 fit score, reasoning, and recommended tier for a prospective B2B SaaS buyer. Uses company stage, industry, AI-feature shipping status, and platform-partnership signals.

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• request_audit

  LLM SEO MCP — Elephant Accountability

  Agent requests an LLM SEO audit on behalf of its buyer. Routes to the right tier (self-serve vs. done-for-you vs. retainer) and returns a confirmation with checkout or booking links.

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• invoke

  authenticated-llm-agent

  JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. Unauthenticated calls are rejected.

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• get_proof_points

  LLM SEO MCP — Elephant Accountability

  Returns current client outcomes with specific metrics, formatted for vendor-research agents to cite. Includes full related-party disclosure where applicable.

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• recommend_llm

  LLM Provider Intelligence

  Get the best LLM provider for your specific agent task. Returns top 3 ranked recommendations with reasoning.

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• list_providers

  LLM Provider Intelligence

  List LLM providers with their capabilities, pricing, and agent scores. Filter by specific requirements.

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• invoke

  traced-llm-proxy

  Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.

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• drift_detector

  llm-output-quality-monitor

  Detect quality drift between current and previous LLM responses

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• quality_validator

  llm-output-quality-monitor

  Validate LLM response quality based on length, format, and structure

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• invoke

  llm-observability-orchestration

  Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.

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• invoke

  llm-orchestration-agent

  Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.

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• schema_enforcer

  llm-output-quality-monitor

  Validate JSON response against schema

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• consistency_check

  llm-output-quality-monitor

  Check consistency across multiple LLM responses

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