MCP Servers

Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key, MP4 export

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

IBM watsonx.ai Granite

IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

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

MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.

Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.

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

Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.

Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

An MCP server that validates content against MCP specification using semantic search and AI

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Cross-session memory for Claude Code — context capture, semantic search, recall

MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)

Semantic search + connection-discovery across your own Apple Notes (bridges, synthesis).

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.

Web scraping, browser RAG, vision, transcription, and 20 AI tools. Universal data intelligence.

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.

Version-controlled golden datasets and RAG evaluation, no API key needed.