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Alternatives to ai·rete·rag

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

ai·rete·rag is tagged Search, AI. The servers below cover similar ground, ranked by how many tags they share with it, then by GitHub stars.

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Serena MCP: the IDE for your agent

by oraios

24k ★MIT

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

$uvx serena-agent@1.5.3
SearchAIDevTools
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Inbox Zero

by elie222

11k ★

Search Gmail and Outlook, save drafts, manage email rules, and view email stats.

$https://www.getinboxzero.com/mcp
SearchAIDevTools
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exa

by exa-labs

4.4k ★MIT

Connect AI agents to Exa for web search, content fetching, and multi-step research.

$https://mcp.exa.ai/mcp
SearchBrowserAI
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brave-search-mcp-server

by brave

983 ★MIT

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

$npx -y @brave/brave-search-mcp-server@2.1.3
SearchAIDevTools
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Octocode MCP - AI Context Platform

by bgauryy

807 ★MIT

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

$npx -y octocode-mcp@7.0.9
SearchAIDevTools
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reddit-mcp-buddy

by karanb192

637 ★MIT

Reddit browser for AI assistants. Browse without API keys; add credentials for search and analysis.

$npx -y reddit-mcp-buddy@1.1.14
SearchBrowserAI
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blockrun-mcp

by blockrunai

466 ★MIT

Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.

$npx -y @blockrun/mcp@0.55.0
SearchAIDevTools
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Octocode

by Muvon

345 ★Apache-2.0

AI-powered code indexer with semantic search and knowledge graphs

$npx -y @muvon/octocode@0.29.0
SearchAIDevTools
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Google Maps MCP Server

by cablate

287 ★MIT

18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.

$npx -y @cablate/mcp-google-map@0.0.69
SearchAIDevTools
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shodh-memory

by varun29ankuS

208 ★Apache-2.0

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

$npx -y @shodh/memory-mcp@0.2.0
SearchAIDevTools
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scrapeless-mcp-server

by scrapeless-ai

160 ★MIT

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

$npx -y scrapeless-mcp-server@0.6.3
SearchBrowserAI
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jjlabsio-korea-stock-mcp

by jjlabsio

124 ★ISC

Search company disclosures and financial statements from the Korean market. Retrieve stock profile…

$https://server.smithery.ai/@jjlabsio/korea-stock-mcp/mcp
SearchFilesAI