MCP Servers

Universal MCP Server with advanced AI memory capabilities and semantic search.

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

MCP server for the xAI Grok API — chat, vision, search, and embeddings

Persistent cross-project memory for Cursor and Claude Code using local semantic search.

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.

AI Catholic formation — spiritual direction, saints, scripture, and semantic search.

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

Auditable rule-based decisions with RAG explanations: a Rete engine decides, an LLM explains why.

Local-first document management and semantic search for AI coding agents

Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.

MCP server for converting bitmap images to SVG vector graphics using potrace tracing.

Cloudflare Workers MCP server: embedding-search

130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.

QR & barcode toolkit: generate, decode, vector SVG, logo QR, WiFi and vCard QR codes.

Semantic search over Nordic filings, press releases, macro data and electricity prices.

ZKshare

ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context.

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats.

Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.

Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.