Search & AI memory

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8 servers

Sorted by GitHub stars of the repo, highest first. Stars show interest, not quality.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated 2 days ago

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 19 days ago

by tavily-ai

MCP server for advanced web search using Tavily

Runs on your computer★ 2,478MITUpdated 9 months ago

by brave

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

Runs on your computer★ 1,561MITUpdated 3 months ago

by 1105216375-alt

Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key.

Runs on your computer★ 292MITUpdated 22 days ago

by 0xzr

OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.

Runs on your computer★ 146MITUpdated 2 months ago

by flowing-abyss

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

Runs on your computer★ 118MITUpdated yesterday

by sysevol-ai

Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.

Runs on your computer★ 91Apache-2.0Updated yesterday