“RAG”

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

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

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

Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata.

Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

Turn any web page into clean Markdown, text or token-bounded RAG chunks (via RapidAPI).

Generate QA datasets & evaluate RAG systems with failure diagnosis.

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

Connect AI assistants to TestRail: manage test cases, suites, runs, results, and attachments.

Full-text financial reports (US, China, Japan, Korea, Taiwan, UK) as clean Markdown for RAG agents.

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

Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector.

Protected RAG storage — agents discover public metadata, content only by access token.

Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools).

MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A.

SEC 10-K/10-Q/8-K search, RAG Q&A, comparison, and anomaly detection with citations.

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

Turn any URL into clean Markdown or text for LLMs, RAG and agents.

AI assistant with RAG, web search, filesystem and memory.

Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.

Formmy

formmy.appOfficial

Run WhatsApp AI agents: manage agents, conversations, CRM contacts, orders and RAG docs.

Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search.

Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.