"semantic-release" matching MCP connectors:
Matching Connector Tools:
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…
Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions.
162K English words, 74K lessons, knowledge graph, semantic reverse-dictionary search.
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Agentic identity trust: precision decisioning, cryptographic release tokens, hash-chained proof
**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
Keycloak identity management expert with semantic search, protocol guides, and config analysis
Semantic search over 5 US healthcare databases: NPI providers, PubMed literature, FDA adverse events (FAERS), clinical trials, and drug labels. ~1.8M vectors with real-time updates.
Semantic search across 5 US government healthcare databases.
Toxics Release Inventory, Superfund sites, air quality data, and AQI
AI-powered intelligence for your development workflow via Indicate.
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
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.
Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, GTIN lookup.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.
Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks (role, context, objective, constraints, examples, etc.) and recompiles them into Claude-optimized XML. Exposes decompose_prompt and compile_prompt tools.
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.
AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search
Trustless XRPL escrow oracle for AI agents. Create jobs, verify work, release XRP/RLUSD payments.
Ultra-fast to deploy agentic-first mcp-ready semantic layer. Let your data be like water.
AI Catholic formation — spiritual direction, saints, scripture, and semantic search.
Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on LoCoMo benchmark. Semantic search, auto-skills, knowledge graph, quantum-safe encryption. Works with Claude Code, Cursor, Windsurf, and any MCP client.
MCP server that gives AI agents access to your personal bookmark collection across X/Twitter, Reddit, and LinkedIn. Semantic search, topic clustering, and recent bookmarks. Turns years of curated saves into live context for Claude, Cursor, and other MCP-compatible tools.
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance.
AI-powered knowledge base for Double - Thank You with semantic search and question answering.
Search 18M+ legal documents across 110+ countries. Case law, legislation, and doctrine with semantic + keyword hybrid search. Supports tool discovery, multi-jurisdictional queries, citation resolution, and full document retrieval. Requested missing datasets can be fully indexed within 48h.
Memory system for AI agents with semantic search. Store and recall memories with ease.
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction
The Needle MCP server enables semantic search on documents stored in files like PDFs, DOCX, and XLSX by connecting AI applications to external data sources. It provides capabilities to create and manage document collections, perform natural language searches on stored content, and retrieve relevant information without requiring exact keyword matches.
Universal memory runtime for AI agents: episodic, semantic, and procedural memory with hybrid retrieval and spaced-repetition decay.
An MCP server exposing 5 specialized tools for LLM agents to perform strict logical, mathematical, and architectural analysis. Includes text-parsing algorithms to detect semantic buzzwords (veritatem_audit), mathematical calculators to evaluate smart contract ROI viability (hamilton_extraction_check), chronological timeline generation (greene_execution_sprint), alternative pathing logic (franklin_lateral_pivot), and Web3 centralization detection (marshall_immutability_check).
AI conversation memory that works everywhere. Save and recall conversations across Claude, ChatGPT, Gemini, Cursor, and all MCP-compatible platforms. 11 tools including semantic search, cross-platform discovery, shared community memories, and memory-powered workflows.
Digital asset management platform with AI-powered file search, semantic similarity, workspace management, folder trees, notes, and persistent memory. 59 tools. Connect with your Razuna access token.
Semantic memory for AI agents. Store, recall, and forget memories with entity extraction and fact-based retrieval. Self-hostable, privacy-first, works with any LLM.
Primary Purpose: Resolves real-time pricing, token-costs, and unit-efficiency for 500+ AI/SaaS providers. Key Capability: Normalizes disparate billing units (GPU Hours, Credits, 1M Tokens) into a standardized "Cost-per-Generation" metric. Context: Essential for agents performing "Cost-Benefit Analysis" or "Automated Model Switching." Accuracy: March 2026 Ground-Truth (Verified via Exa Semantic Search).
Persistent AI memory with semantic search, conflict detection, and ticketing.
AI memory with 53 tools. Knowledge Graph, semantic search, Magic Link auth. Free tier.
30+ academic research tools from Semantic Scholar, Google Scholar, arXiv, PubMed, and clinical trial databases. Search papers, find citations, and explore scholarly data. $0.01/call