Browse and search the AI agent directory
450 agents found
An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless
An MCP server for accessing Vectara's trusted RAG-as-a-service platform
Extracts clean web content for RAG and provides Q&A about web pages
Connects to your Pinecone Assistant and gives the agent context from its knowledge engine
Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding
Zero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search
MCP Server for Milvus / Zilliz, making it possible to interact with your database
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking
An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server
Pinecone integration with vector search capabilities
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying
Agent building and knowledge base querying via MCP
Vector similarity search and RAG retrieval via MCP
GenAI Experimentation
Home Assistant LLM integration for local OpenAI-compatible services (llamacpp, vllm, etc)
Data exploration and analysis for non-programmers
