"semantic-release" matching MCP servers:

Provides MCP tools for scanning, redacting, and packaging dataset/model directories for public release, leveraging Presidio for PII detection and generating Hugging Face cards and EU AI Act training-data summaries.

Enables AI agents to sign contracts, release escrow, query portfolios, and verify on-chain proofs via QuickContract.

A local, read-only MCP server that deterministically validates rights-aware production metadata manifests before delivery or release.

Enables construction permitting teams to analyze portfolios of active permits by ranking risk, detecting day-over-day changes, identifying systemic bottlenecks, and generating daily executive action plans. Also supports single-permit readiness audits, missing-document reports, blocker explanations, resubmission checklists, and semantic search over municipal requirements.

Enables querying Korean legal knowledge graph with 160K precedents and 130K statutes via MCP tools for relation exploration and semantic search.

Enables deterministic, read-only structural checks on user-supplied JSON to determine whether institutional registration and release declarations are complete enough for accountable review.

Persistent semantic memory-as-a-service for legal AI agents. Store and recall case notes, client context, and matter history via MCP. Namespace-isolated, audit-logged, and GDPR-compliant.

Provides programmatic access to UK legal documents with hybrid semantic search and Model Context Protocol integration for AI assistants.

Provides MCP tools for edge-based pharmaceutical shipment disposition decisions, returning release, review, or quarantine outcomes while recording every decision in a tamper-evident, hash-chained audit trail.

Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARPOL, STCW, etc.) to AI clients via MCP.

Enables searching the FTC's public case and proceeding record — merger and non-merger (conduct) competition enforcement plus consumer-protection matters — by company, individual, case/matter number, topic, status, or date, and pulling full case detail such as status, federal court, party caption, summary, linked press release, and a document timeline with filing dates and PDF links. Also surfaces the newest cases and filings over a configurable recent window.

Enables secure access to legal documents from Clio via Claude Desktop, with local processing and semantic search to ground AI responses in actual documents.

Semantic and exact retrieval over 22M Taiwan court judgments with built-in citation guardrails — bundles carry a read-whitelist so downstream models cannot cite judgments whose reasoning was never read. Also provides exact lookup of administrative interpretations with lifecycle status (repealed / superseded / unverified).

An MCP server providing AI agents access to CourtListener's comprehensive legal database, featuring semantic search, hybrid search, citation verification, and research tools.

Agent Owl provides cryptographic file integrity monitoring, OWL/RDF semantic knowledge graphing with SPARQL queries, and EU AI Act compliance tracking for Claude Code via 15 MCP tools covering file verification, compliance management, and project administration.

AI-powered patent search and analysis across 220M+ global patents. Semantic search, prior art discovery, novelty/patentability reports, and patent content retrieval.

Enables deterministic verification that all required license compliance artifacts have been delivered for a release decision, using hashes and obligation codes without exposing license bodies or scanning packages.

Bridges any MCP client to the Sudska Praksa Semantic Search of Serbian Case Law documents, enabling natural-language queries of legal cases.

Provides access to 529,000+ US statute sections across all 50 states and federal codes for comprehensive legal research. Supports semantic search, citation graph traversal, jurisdictional comparisons, and regulatory risk analysis through natural language queries.

Gives any AI assistant Turkish-law skills: semantic case-law search with verified citations, petition (dilekçe) drafting in text, Word, and UYAP .udf formats, and sourced hearing preparation. Citations are resolved and verified so nonexistent case numbers cannot be used.

Provides local, offline semantic search across 24 Russian Federation legal codes using natural-language queries, with tools to retrieve full articles by identifier and list available codes.

Enables querying IEC 62304 clause, requirement, and concept knowledge through keyword, semantic, or hybrid search, including clause lookup, safety-class information, and custom document indexing over stdio or HTTP transports.

Enables semantic search over Polish court judgments and legislative acts via MCP. Allows LLMs to retrieve legal documents using natural language queries.

A Türk hukuk MCP sunucusu that enables searching and retrieving Turkish legal decisions (Yargıtay, Danıştay, etc.) with semantic search via NVIDIA embeddings and a Turkish chat tool powered by Llama 3.3 70B.

Enables AI assistants to search and analyze German legal texts using vector embeddings and semantic search.

RAG-powered document search server that enables semantic search across large collections of legal and business documents (PDF, Word, Excel, PowerPoint) using local embeddings with no API costs.

A standalone MCP server enabling semantic search over Queensland and Commonwealth legislation stored in a ChromaDB vector store.

Enables semantic search, outcome prediction, and legal document drafting across 67M+ Brazilian court decisions from 55 tribunals, with tools for jurimetric analysis and citation verification.

A legal-tech focused system that coordinates specialized agents for document classification, deadline extraction from Spanish legal texts, and strategic business intelligence. It integrates with Claude via MCP to provide semantic document search and automated deadline tracking using a Supabase vector database.

Enables semantic and keyword search over legal documents, conflict detection, and document overview, supporting Indonesian and English texts.