The real catalog of tools for AI agents

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

GitHub repository vectorizer and context synthesizer for RAG pipelines.

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

Multi-provider media generation — images, video, audio, and transcription via a unified interface

Check content rights before RAG, AI input, training or indexing. Signed RSL evidence, not a license.

Fetch URLs and return clean Markdown for RAG — nav, ads and boilerplate stripped.

Enrich Google Maps leads, crawl docs to RAG Markdown, transcribe podcasts, check AI crawler access.

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

Local-first RAG engine with MCP server for AI agent integration.

MCP server for MiniMax H3 multimodal video generation

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Local-first MCP tools for searching and drafting from your X/Twitter archive.

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…