Browse Agents

Ragie

API

Retrieval API for AI applications. Ingest PDFs, web pages, and files, then query with semantic search. Built-in…

FastGPT

API · MCP

Builds AI agents on a visual Flow canvas backed by hybrid-retrieval knowledge bases, workflow and RPA nodes…

Qdrant

API · CLI

High-performance open-source vector database. Supports dense, sparse, and multi-vector search. On-premise or cloud.…

Pinecone

API

Fully managed vector database for AI applications. Store and search billions of high-dimensional embeddings with low…

WeKnora

API · MCP · CLI · Extension

Turns documents into a queryable knowledge base with RAG question answering, a ReAct agent orchestrating retrieval, MCP…

RAGFlow

API · MCP

Open-source RAG engine with deep document parsing (tables, charts, images) and an official MCP server. Deploy via…

LightRAG

API · CLI

Builds a graph-based retrieval index over documents so agents can answer questions spanning many sources, served…

Milvus

API · MCP · CLI

High-performance open-source vector database with REST API, gRPC, and an official MCP server. Stores billions of…

Oracle AI Database 26ai

API · MCP · CLI

World's first AI-native database with agents running inside the kernel. Features no-code Agent Factory, unified vector…

MaxKB

API · CLI

Open-source enterprise RAG platform for building AI agents. Upload docs, auto-vectorize, and orchestrate multi-step…

Alibaba Cloud Model Studio

API

Serves Qwen and third-party models through DashScope and OpenAI-compatible APIs on Alibaba Cloud, covering text…

Provides Voyage AI text, contextualized chunk, and multimodal embedding models plus rerankers through a MongoDB-hosted…

Algolia

API

Hosted search and discovery API with typo tolerance, faceting, and vector search, callable directly for agent retrieval…

ChromaDB

API · CLI

Open-source embedding database for local and cloud AI apps. Simple API for storing, querying, and filtering embeddings.…

LlamaIndex

API · CLI

Data framework and cloud platform for LLM apps over private data. Offers parsing, indexing, retrieval, agent workflows…

Supermemory

API · MCP

Memory API for AI applications. Store and retrieve user memories, bookmarks, and knowledge with semantic search. One…

code-graph-rag

CLI · MCP

Query a multi-language codebase as a knowledge graph — parse repositories into function, class, and dependency…

OpenAgent

API

Self-hosts a personal AI assistant as a single binary that combines 30+ model providers, RAG knowledge bases, MCP…

LanceDB

API

Stores and searches multimodal vectors in an embedded database built on the Lance columnar format, running in-process…

PageIndex

API · MCP

Indexes long documents as a reasoning-based hierarchical tree so agents retrieve by navigating structure instead of…

AnythingLLM

API · CLI · MCP

Runs an all-in-one, self-hosted RAG and agents app: chat with documents, build agents, and connect tools via MCP.…

Jina Reader

API · MCP

Web reader and search API for AI pipelines. Converts any URL to clean markdown, runs grounded search, and powers RAG at…

turbovec

API

Indexes and searches embeddings with 2- to 4-bit TurboQuant compression in a Rust library with Python bindings, for…

Onyx

API

Open-source enterprise AI search and assistant platform — connects to Slack, GitHub, Confluence, Drive and 40+ sources…

Zep

API

Long-term memory store for AI assistants. Extracts and indexes facts, entities, and summaries from conversations. Fast…

turbopuffer

API

Gives search and RAG backends a serverless vector and BM25 full-text search database built on object storage, queried…

Cohere

API

Provides Command models for chat, RAG, and tool use, plus Embed and Rerank models for search, via a REST API and…

Markdownify MCP

MCP

MCP server that converts PDFs, images, audio files, and web pages into clean Markdown for efficient LLM ingestion and…

OpenKnowledge

MCP · CLI

Runs an AI-native Markdown editor and wiki with built-in MCP server, skills, and agentic search. Connects to Claude…

PrivateGPT

API

Self-hosted document QA platform with OpenAI-compatible REST API, local LLM support via Ollama, a full RAG pipeline…

Haystack

API

Builds production RAG pipelines and agentic workflows with modular components, explicit retrieval control, and…

Tolaria

MCP

Manages Markdown knowledge bases as Git-backed vaults in a desktop app, and lets coding agents search, read and edit…

You.com Search API

API · MCP

Programmable AI search with web, news, and RAG endpoints — grounded answers with citations for AI applications.

Cherry Studio

MCP

Runs a Windows, Mac, and Linux desktop client for OpenAI, Gemini, Anthropic, Ollama, and LM Studio models, with 300+…

Redis MCP

MCP

Official Redis MCP server for agentic applications to read, write, and search Redis data structures including JSON…

Cognee

API · MCP · CLI

Builds queryable memory for agents by turning documents and conversations into a knowledge graph plus vector store…

superagnt_

MCP · API

Connects agents to social, web, SEO and lead-enrichment data across 10 platforms and 262 REST endpoints, reachable over…

Weaviate

API · MCP

Stores objects and vectors together, combining semantic search with structured filtering for scalable, cloud-native AI…

Concho

MCP

Models an entire enterprise codebase into a queryable knowledge layer, then serves sourced architectural and…

Graphiti

API · MCP

Builds temporally aware knowledge graphs for agents in real time, tracking when each fact became true so memory…

Keenable

API · MCP

Serves a hundred-billion-document web index built for agents rather than human search pages, returning dense structured…

Reddit MCP Buddy

MCP

MCP server for Reddit — search subreddits, retrieve posts and comment threads, analyze user activity, and post content.…

Dify

API · MCP

Open-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent…

GAIA by AMD

API · MCP · CLI

AMD's open-source Python/C++ framework for AI agents running fully locally on AMD NPU/GPU. Includes MCP integration…

MongoDB MCP

MCP

Official MongoDB MCP server. AI agents query, analyze, and manage MongoDB databases with schema inspection, aggregation…

Obsidian MCP

MCP

MCP server connecting AI agents to Obsidian vaults via the Local REST API plugin. Read, search, and write notes to…

Supabase MCP

MCP

Official Supabase MCP server. Lets AI agents manage Postgres databases, run queries, handle migrations, store pgvector…

Cloudflare Workers AI

API

Runs open-source models on serverless GPUs across Cloudflare's network from Workers, Pages, or the REST API, for text…

Hindsight

API · MCP · CLI

Gives agents a self-hosted long-term memory server that retains facts, recalls them with parallel semantic, keyword…

LobeChat

API

Deploys a self-hostable, multi-provider LLM chat framework with a plugin and MCP marketplace, artifacts, knowledge…

MinerU

API · CLI

Converts PDFs, Office documents, and scanned pages into LLM-ready Markdown or JSON, preserving tables, formulas, and…

Zvec

API

Embeds an in-process vector database into applications for dense, sparse, full-text, and hybrid search with durable…

Crawl4AI

API · CLI · MCP

Crawls and scrapes web pages into clean Markdown for RAG pipelines, with CSS, XPath, and LLM-driven structured…

CowAgent

CLI · API

Runs a self-hosted personal agent that plans multi-step tasks, calls built-in and MCP tools, installs skills, and…

QMD

CLI · MCP · API

Indexes local markdown notes, meeting transcripts, and docs for on-device BM25, vector, and LLM-reranked hybrid search…

TencentDB Agent Memory

API · MCP

Give a team of agents shared long-term memory — turns conversations, docs, and code into governed Chat Memory, Skill…

claude-mem

CLI · MCP · API

Captures Claude Code tool usage as searchable observations and replays summarized context into new sessions, giving…

Elasticsearch MCP Server

MCP

Official Elastic MCP server letting agents query Elasticsearch indices, run search and aggregations, and inspect…

Exa AI

API · MCP

Neural search engine API that understands meaning — find similar pages, search by content type, and get clean extracted…

Funes

CLI · MCP

Give coding agents durable memory of past sessions — a local-first layer combining vector and BM25 search over prior…

Linkup

API · MCP

Production-grade web search API for AI — sourced, cited answers with full-text snippets from trusted sources. REST API…

LLM Wiki

API · MCP · Extension

Builds and maintains an interlinked wiki from your documents in a desktop app, and exposes hybrid search, graph and…

Mem0

API · MCP

Persistent memory layer for AI agents and LLMs. Stores, searches, and retrieves user and session memories across…

obsidian-wiki

CLI · MCP · API · Extension

Compiles what you and your coding agent learn into a linked Obsidian markdown wiki through agent skills, a CLI, and an…

OzBrain

API · MCP

Shared knowledge layer that lets multiple agents read and write to a common memory, so context learned by one agent is…