"semantic-release" matching MCP connectors:
Matching Connector Tools:
A semantic search server that gives AI assistants instant access to Dodo Payments documentation and knowledge base.
MCP server for makeup.land — an Israeli professional cosmetics retailer. Catalog tools (list_products with cross-lingual semantic search and ΔE-ranked shade matching that returns shade_match: {hex, delta_e} per product, plus validate_gift_card) work anonymously. Customer-data tools (list_brands, get_customer, get_cart, list_orders, list_payment_links, get_customer_best_deals) need a bearer token issued via shop@makeup.land.
Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).
Honeydew AI Documentation MCP — semantic search and ripgrep-grade filesystem queries over Honeydew AI docs and OpenAPI specs, for AI coding agents.
**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai
Semantic search over the Stoic corpus — Marcus Aurelius' Meditations, Seneca's essays, and Epictetus' Discourses, Enchiridion and Fragments. Search by theme or citation, fetch any passage, or get the daily reflection. Public domain translations, no auth.
Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.
Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.
Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.
Bible corpus MCP server: scripture, Greek/Hebrew interlinear data, cross-refs, semantic search.
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Extractive legal answers and semantic search over the public wiki.private.law corpus
Semantic search over Polish law and case law, citing the exact in-force article.
Read-only AI coding tools for change verification, release readiness, capacity, and guidance.
Semantic search across Japan's government white papers, in English or Japanese. Free beta.
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
French-first SEO: semantic content guides, scoring, E-E-A-T audits for Google, ChatGPT & Claude.