✓ MCP Protocol ✓ Deterministic & Auditable ✓ GxP · ECSS · 21 CFR Part 11

The tool anvil for governed AI

InnooTools is a suite of MCP services that give AI assistants real capabilities — search, document processing, browser automation, speech-to-text, and deterministic text tools for regulated industries. Exact, reproducible, zero hallucination.

MCP Services for Every AI Workflow

Modular services via Model Context Protocol — plug into any AI assistant that supports MCP

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Search

SearXNG & Academic Search

Privacy-focused web search plus academic paper search across arXiv, Semantic Scholar, and CrossRef.

  • SearXNG: aggregated, privacy-first web search
  • arXiv: academic papers (cs.AI, cs.LG, physics, math)
  • Semantic Scholar & CrossRef: DOI lookup, author papers
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Document Processing

Document Extraction & Parsing

Extract text, tables, and structure from PDFs, Office documents, and complex formats.

  • Docling: table OCR, code OCR, document structure
  • Apache Tika: PDF, Office, OpenDocument, images
  • MinerU: AI-powered extraction with table recognition
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Browser Automation

Playwright & Crawler

Navigate, click, fill forms, extract content, and crawl JS-rendered pages — LLM-friendly markdown output.

  • Playwright: navigate, click, fill, screenshot, extract
  • Crawler: persistent browser session, JS-rendered → markdown
  • Trafilatura condenser strips boilerplate automatically
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Audio

Local Speech-to-Text

Faster Whisper — local, OpenAI-compatible transcription API. Your audio never leaves your infrastructure.

  • Faster Whisper large-v3, OpenAI-compatible API
  • File path, base64, or HTTP audio URL input
  • GPU-accelerated (CUDA), on-premise deployment
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Deterministic Text

TextAnvil — Deterministic Text Processing

Exact, reproducible text tools — pure Python stdlib, no LLM interpretation, zero hallucination. The anvil to the forge's hammer.

  • text_grep, text_diff, text_checklist — exact search & compare
  • text_mindmap, text_toc, text_stats — structure & analysis
  • text_replace, text_compose, text_patch — transformation

Compliance Tools for Regulated Industries

Deterministic, auditable text tools designed for GxP/GMP, FDA 21 CFR Part 11, ISO 13485, ECSS, and hospital quality workflows

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Traceability

Requirements Extraction

Extract normative requirement statements (shall / must / doit) with line numbers, plus an index of all requirement IDs (REQ-123 style).

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Traceability

Bidirectional Traceability Matrix

Cross-reference specs against test plans — coverage %, uncovered IDs, orphan tests. The flagship tool for ECSS and ISO 13485 compliance.

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Conformance

References Check

Verify internal cross-references (section 3.2, article 12, annex B) point to sections that actually exist. Detect broken references after revision.

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Conformance

Ambiguity Check

Controlled-vocabulary linter: flags ambiguous, non-verifiable wording (environ, si possible, should, may) with exact lines. Customizable term list.

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Conformance

Template Conformance

Check a document contains required sections (SOP structure, quality plan) — reports missing sections, order violations, and extra headings.

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Conformance

Acronyms Check

Inventory all acronyms and verify each is defined in the glossary. Reports missing definitions and unused acronyms.

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Health & Pharma

Units Extract

Extract every numeric value with its unit (mg, µg, mL, UI, °C) — detect dosage inconsistencies between protocol versions. Patient safety critical.

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Health & Pharma

Deterministic Anonymization

GDPR/HDS pseudonymization: emails, NIR, IBAN, phone numbers, dates, and names replaced by stable tokens. The same value always gets the same token.

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Audit Trail

Integrity Hash

SHA-256/384/512 fingerprint of document text — prove a document did not change between workflow steps. 21 CFR Part 11 audit trail ready.

Use Cases by Capability

Six patterns cover 16 regulated sectors — each sector mapped to the deterministic tools it needs

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Clause Checking

Clause Checking

Verify required clauses are present in contracts, policies, and regulatory documents.

text_checklist · text_template_conformance

Finance CSSF · Legal · DORA/AI Act · Pharma SOP · Notarial · Public Procurement · Insurance · Energy

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Traceability

Requirements Traceability

Extract requirements, cross-reference specs against test plans, build bidirectional matrices.

text_requirements_extract · text_traceability_matrix

Spatial ECSS · Military AQAP · Rail/Automotive · Energy/Nuclear

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Validation

Numeric Validation

Extract and verify numeric values, units, and tolerances across document versions.

text_units_extract · text_dates_check

Fund Admin (provisions) · Accounting (Factur-X) · Judicial Administrators

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Timeline

Timeline Extraction

Build dated timelines from correspondence, claims, and procedural documents.

text_dates_check

Insurance (claims) · Prospect/SAV emails · Judicial Administrators

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Privacy

Consent & Anonymization

Deterministic GDPR/HDS pseudonymization and consent tracking for clinical documents.

text_anonymize

Hospitals · Pharma clinical trials

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Invoice

Invoice Conformance

Verify Factur-X mentions, SIREN Luhn validity, and VAT consistency on invoices.

text_units_extract · text_checklist

Accounting / CAC

Also built for:

Finance CSSF · DORA/AI Act · Military AQAP · Energy/Nuclear · Legal · Notarial · Accounting · Insurance · Public Procurement · Rail/Automotive · Judicial Administrators

Give your AI real tools — auditable and exact

InnooTools is included with every InnooForge plan. All MCP services, deterministic text processing, and compliance tools.

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