Search & Knowledge MCP Servers

Search engines, RAG, knowledge graphs, memory

2,815 servers

@g99/lightrag-mcp-server

54
npx

Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration

87/wk

mediawiki-mcp-server-olioex

54
npx

Model Context Protocol (MCP) server for MediaWiki

157/wk

@j0hanz/memory-mcp

54
npx

A memory-based implementation of the Model Context Protocol (MCP) for storing and retrieving contextual information.

611/wk

neurodivergent-memory

54
npx

A Model Context Protocol server for knowledge graphs designed around neurodivergent thinking patterns

100/wk

@dashiro/tacitus-mcp-server

54
npx

Tacitus core MCP server (16 tools) - long-term agent memory with provenance, retrieval under token budgets, transactional write-back. The flagship NATIVE binary (24 tools, zero deps) ships via GitHub Releases.

86/wk

@markpin/mcp

54
npx

MCP server over a Markpin folder: search and read your saved pages, optionally edit them with confirmation

106/wk

@userintuition-ai/mcp

54
npx

MCP server and CLI for User Intuition: run AI-moderated qualitative interviews with real people from Claude, ChatGPT, Codex or Cursor, and get findings with cited quotes.

241/wk

@wyrdsekai/researchzosho-mcp

54
npx

Starts ResearchZosho, the research librarian for the rest of us, as an MCP server over stdio: npx @wyrdsekai/researchzosho-mcp

235/wk

google-flights-mcp-server

54
npx Caution 75

MCP server for searching Google Flights — flight search, date grid pricing, and airport lookup

167/wk

@cyanheads/gutenberg-mcp-server

54
npx

MCP server for Project Gutenberg — 75,000+ public-domain ebooks, searchable with full plain-text retrieval.

321/wk

industrial-platform-research-mcp

54
npx

MCP server for delegating current, source-backed web research to Industrial Platform.

23/wk

@cyanheads/arxiv-mcp-server

54
npx

MCP server for arXiv academic paper search, metadata retrieval, and full-text reading.

413/wk

altmetric-mcp

54
npx

MCP server for Altmetric APIs - track research attention across news, policy, social media, and more

514/wk

frontrun-mcp-server

54
npx

Frontrun MCP Server - VC follow signal intelligence, company research, and deal discovery for AI agents. 36 tools.

132/wk

@drakonkat/neural-memory

54
npx Caution 75

MCP Server for AI Agent Memory - Neural network-like memory system with keyword-based search

996/wk

@orellbuehler/paperless-mcp

54
npx

Model Context Protocol server for Paperless-ngx: documents, organization, saved views, users, workflows, and optional semantic search.

290/wk

quoriva-mcp

54
npx Caution 75

MCP server for academic paper search across Semantic Scholar, PubMed, and arXiv

138/wk

@appsoftwareltd/etherpk-mcp

54
npx

EtherPK Headless Client: an MCP server over a synced knowledge graph, run beside the agent on the user's own machine.

2,359/wk

@grepmind/mcp

54
npx

MCP server for semantic search over markdown notes and code using embeddings

1,645/wk

@entyrix/mcp

54
npx

Model Context Protocol stdio bridge for Entyrix, the European business-registry (KYB) data platform. Forwards to the remote server https://entyrix.com/mcp/v1 (company search, briefs, financials, ownership, KYB/AML screening across 23 European registries)

83/wk

@chinese-corpus/mcp-server

54
npx Caution 75

中华版本语料库平台官方 MCP Server — chunk_search / deep_research / book_search(默认一把 API Key,数据集在平台后台切换)

27/wk

@contextstream/mcp-server

54
npx

Verified npm launcher for the open-source ContextStream Rust MCP server

6,280/wk

Octopoda-OS

53
Manual

The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.

343

Vibe Prospecting

53
Remote

B2B company and contact data for lead lists, enrichment, research, and outreach. OAuth sign-in.

288
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