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Best Search & RAG Agents

AI-powered search engines, RAG pipelines, and semantic search tools.

249 agents found · Sorted by trust score

AgentDescriptionCapabilitiesProtocolsStarsType

mem0

Agent by mem0ai
75.0

Universal memory layer for AI Agents

conversationalpersistent-memoryretrieval-augmented-generation
REST
★ 50.3k Python
75.0

Gpt Researcher

Mcp Server by assafelovic
72.9

An autonomous agent that conducts deep research on any data using any LLM providers

api-integrationinformation-retrievallanguage-modelssearch
MCP
★ 25.8k Python
72.9

Maxkb

Mcp Server by 1Panel-dev
72.1

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

language-models
MCP
★ 20.4k Python
72.1

Hexstrike Ai

Mcp Server by 0x4m4
69.2

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug boun

ci-cdinformation-retrievallanguage-modelssearch
MCP
★ 7.5k Python
69.2

hermes-agent

Agent by NousResearch
69.0

The agent that grows with you

code-generationconversationalresearchsearch
REST
★ 8.7k Python
69.0

Agent-Reach

Mcp Server by Panniantong
68.9

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

automationcode-generationsearchweb-scraping
MCPREST
★ 9.8k Python
68.9

Upsonic

Mcp Server by Upsonic
68.4

Agent Framework For Fintech and Banks

language-modelsopenai
MCP
★ 7.8k Python
68.4

Firecrawl Mcp Server

Mcp Server by firecrawl
67.5

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

api-integrationci-cdinformation-retrievallanguage-models
MCP
★ 5.8k JavaScript
67.5

Deep Research

Mcp Server by u14app
67.5

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

anthropicapi-integrationinformation-retrievallanguage-models
MCP
★ 4.5k JavaScript
67.5

Casibase

Mcp Server by casibase
66.7

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch

language-modelsopenai
MCP
★ 4.5k Go
66.7

awesome-generative-ai

Tool by filipecalegario
66.3

A curated list of Generative AI tools, works, models, and references

conversationalsearch
REST
★ 3.4k
66.3

ComfyUI-Copilot

Agent by AIDC-AI
66.2

An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance

automationretrieval-augmented-generationworkflow-automation
REST
★ 4.7k TypeScript
66.2

gptme

Tool by gptme
66.2

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

code-generationcontent-generationconversationalretrieval-augmented-generation
REST
★ 4.2k Python
66.2

langroid

Framework by langroid
66.0

Harness LLMs with Multi-Agent Programming

conversationalinformation-retrievalmulti-agentretrieval-augmented-generation
REST
★ 3.9k Python
66.0

Exa Mcp Server

Mcp Server by exa-labs
65.9

Exa MCP for web search and web crawling!

code-generationinformation-retrievalsearchweb-browsing
MCP
★ 4.0k TypeScript
65.9

LazyLLM

Framework by LazyAGI
65.9

Easiest and laziest way for building multi-agent LLMs applications.

data-analysismulti-agentretrieval-augmented-generation
REST
★ 3.8k Python
65.9

telegram-search

Mcp Server by groupultra
65.5

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

conversationalsearch
MCP
★ 3.8k TypeScript
65.5

refact

Tool by smallcloudai
65.5

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

code-generationretrieval-augmented-generation
REST
★ 3.5k Rust
65.5

AgentGuide

Agent by adongwanai
64.6

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成

multi-agentretrieval-augmented-generation
REST
★ 2.5k HTML
64.6

Google Workspace Mcp

Mcp Server by taylorwilsdon
64.6

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

information-retrievallanguage-modelsschedulingsearch
MCP
★ 1.8k Python
64.6

Code Graph Rag

Mcp Server by vitali87
64.5

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

code-generationdatabaseinformation-retrievallanguage-models
MCP
★ 2.1k Python
64.5

wanwu

Framework by UnicomAI
64.4

China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and a

retrieval-augmented-generationworkflow-automation
MCP
★ 4.0k Go
64.4

Ddgs

Mcp Server by deedy5
64.2

A metasearch library that aggregates results from diverse web search services

api-integrationinformation-retrievalsearchweb-browsing
MCP
★ 2.3k Python
64.2

Arxiv Mcp Server

Mcp Server by blazickjp
64.1

A Model Context Protocol server for searching and analyzing arXiv papers

information-retrievalsearch
MCP
★ 2.4k Python
64.1

Auto Claude Code Research In Sleep

Mcp Server by wanshuiyin
63.9

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi

code-generationdocument-processinginformation-retrievallanguage-models
MCP
★ 2.2k Python
63.9

Beelzebub

Mcp Server by mariocandela
63.5

A secure low code honeypot framework, leveraging AI for System Virtualization.

ci-cdcode-generationinformation-retrievallanguage-models
MCP
★ 1.9k Go
63.5

AgenticRAG-Survey

Framework by asinghcsu
62.9

Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.

information-retrievalmulti-agentretrieval-augmented-generationworkflow-automation
REST
★ 1.5k
62.9

Qdrant

Mcp Server by qdrant
62.9

An official Qdrant Model Context Protocol (MCP) server implementation

ci-cdinformation-retrievallanguage-modelssearch
MCP
★ 1.3k Python
62.9

Paperbanana

Mcp Server by llmsresearch
62.3

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

ci-cdimage-processinginformation-retrievallanguage-models
MCP
★ 1.2k Python
62.3

Linkedin Mcp Server

Mcp Server by stickerdaniel
62.3

This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles, companies and jobs, and perform job searches.

anthropicdata-extractionfile-managementfilesystem
MCP
★ 1.1k Python
62.3

Contextplus

Mcp Server by ForLoopCodes
62.2

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style

code-generationinformation-retrievalsearch
MCP
★ 1.5k TypeScript
62.2

Npcpy

Mcp Server by NPC-Worldwide
61.7

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

databaseinformation-retrievallanguage-modelsnatural-language-processing
MCP
★ 1.2k Python
61.7

Chunkhound

Mcp Server by chunkhound
61.5

Local first codebase intelligence

code-generationinformation-retrievalsearch
MCP
★ 1.1k Python
61.5

Apify Mcp Server

Mcp Server by apify
61.4

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automa

api-integrationci-cddata-extractiongeolocation
MCP
★ 915 TypeScript
61.4

Datagouv Mcp

Mcp Server by datagouv
61.3

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

ci-cdinformation-retrievalsearch
MCP
★ 1.0k Python
61.3

Phpmyfaq

Mcp Server by thorsten
61.2

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

containersdatabasedockerinformation-retrieval
MCP
★ 612 PHP
61.2

Paper Search Mcp

Mcp Server by openags
61.0

A MCP for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

ci-cdinformation-retrievalsearch
MCP
★ 823 Python
61.0

12306 Mcp

Mcp Server by Joooook
61.0

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

information-retrievalsearch
MCP
★ 751 JavaScript
61.0

Apple Docs Mcp

Mcp Server by kimsungwhee
60.9

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

api-integrationcode-generationinformation-retrievalsearch
MCP
★ 1.2k TypeScript
60.9

Zen

Mcp Server by sheshbabu
60.9

Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

databasedocument-processinginformation-retrievalsearch
MCP
★ 1.1k JavaScript
60.9

Nocturne Memory

Mcp Server by Dataojitori
60.6

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s

ci-cdcode-generationdatabasegit
MCP
★ 743 Python
60.6

Elasticsearch

Mcp Server by elastic
60.6

databaseinformation-retrievalsearchsql
MCP
★ 626 Rust
60.6

Wren Engine

Mcp Server by Canner
60.6

The open context engine for AI agents

databaselanguage-modelssql-queries
MCP
★ 567 Java
60.6

helix

Agent by helixml
60.3

♾️ Private Agent Fleet with Spec Coding. Each agent gets their own desktop. Run Claude, Codex, Gemini and open models on a full private GenAI Stack ♾️

code-generationretrieval-augmented-generation
REST
★ 741 Go
60.3

Obsidian Mcp Tools

Mcp Server by jacksteamdev
60.3

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

information-retrievalsearch
MCP
★ 656 TypeScript
60.3

Multimodal Agents Course

Mcp Server by the-ai-merge
60.3

An MCP Multimodal AI Agent with eyes and ears!

language-modelsopenai
MCP
★ 548 Python
60.3

Octocode Mcp

Mcp Server by bgauryy
60.2

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb

api-integrationcode-generationcode-managementgit
MCP
★ 755 TypeScript
60.2

Agently-Daily-News-Collector

Framework by AgentEra
60.2

An open-source LLM based automatically daily news collecting workflow showcase powered by Agently AI application development framework.

automationsearchworkflow-automation
REST
★ 603 Python
60.2

Vectorcode

Mcp Server by Davidyz
60.0

A code repository indexing tool to supercharge your LLM experience.

code-generationlanguage-models
MCP
★ 827 Python
60.0

Annas Mcp

Mcp Server by iosifache
60.0

MCP server and CLI tool for searching and downloading documents from Anna's Archive

information-retrievalsearch
MCP
★ 780 Go
60.0

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