Search & Knowledge MCP Servers

Search engines, RAG, knowledge graphs, memory

2,874 servers

@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

@ggui-ai/mcp-server-core

54
npx

Core interfaces and reference storage adapters for the GGUI MCP server — UiGenerator, GguiSessionStore, BlueprintProvider, AuthAdapter, plus in-memory and SQLite implementations. The pluggable seam layer @ggui-ai/mcp-server is built on.

1,352/wk

@vulhdev/knowledge-base

54
npx

MCP server for persistent document storage with full-text search

120/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

@cyanheads/gutenberg-mcp-server

54
npx

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

321/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

@markpin/mcp

54
npx

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

106/wk

neurodivergent-memory

54
npx

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

100/wk

@j0hanz/memory-mcp

54
npx

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

611/wk

@iwe-org/mcp

54
npx

MCP server for IWE — markdown knowledge base as agent memory.

599/wk

@contextstream/mcp-server

54
npx

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

6,280/wk

@cyanheads/arxiv-mcp-server

54
npx

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

413/wk

@unified-product-graph/mcp-server

52
npx

Local MCP server for .upg files. Read and write product knowledge graphs offline.

189/wk

@sdsrs/code-graph

51
npx

MCP server that indexes codebases into an AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing

44 3,467/wk

megamemory

48
npx

MCP server that gives coding agents persistent project understanding via a knowledge graph

175

@dreb/semantic-search

48
npx

Semantic codebase search engine with embedding-based ranking and MCP server

1,263/wk

@venizia/ignis-atlas

48
npx

MCP server for IGNIS: search and read the wiki, changelogs and knowledge bundle by section, with citations. Bun-only, zero-dependency transport.

589/wk

@runpod/plugin-knowledge

48
npx

The Runpod plugin's skills, reference docs, golden paths and concept graph as one JSON bundle, for programs such as the Runpod MCP server

6,232/wk

spreshapp-mcp

48
npx Caution 75

MCP server for SpreshApp ad research and competitor intelligence tools

286/wk

wenlan-mcp

48
npx

MCP server for Wenlan, a living wiki your AI tools write, keep current, and cite

1,053/wk

@melandlabs/memory-store

48
npx

OpenContext memory storage + search SDK with HTTP and MCP server entry points.

88/wk

@medicine-wheel/mcp

48
npx

Medicine Wheel MCP Server — Integrated Indigenous Paradigm Research Framework

990/wk

@schlessera/brain

48
npx

File-first personal knowledge base operated by coding agents: CLI, hybrid search, MCP server, skills

473/wk

@synnode/codeatlas

48
npx

MCP server for per-project markdown knowledge base with semantic + keyword search

226/wk
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