The real catalog of tools for AI agents

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.

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.

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

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

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

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,…

Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

Rag Knowledge MCP Server by MEOK AI Labs