Search & Knowledge MCP Servers

Search engines, RAG, knowledge graphs, memory

2,874 servers

memento-mcp

50
Manual

Memento MCP: A Knowledge Graph Memory System for LLMs

420

gptr-mcp

50
Manual

MCP server for enabling LLM applications to perform deep research via the MCP protocol

353

continuum-mcp

50
npx

Continuum — a persistent, multi-agent Model Context Protocol server for shared code context and cross-agent memory

29 18/wk

io.github.morluto/gitcontribute

50
npx

Local-first GitHub contribution research workbench

28

Komplyt Zero

50
npx Auth Required

Persistent working memory for AI agents: a knowledge graph with semantic search and decay.

18

Australian Tax MCP

50
npx

Cited Australian tax answers from 34,500+ ATO documents, legislation and public rulings.

16

Skills Board

50
Remote

Search your team's shared AI-skill library, get install commands, and save skills from your agent.

10

io.github.Dakera-AI/dakera-mcp

50
Docker

Agent memory engine — 106 MCP tools, self-hosted, single Rust binary

9

mozg

50
Remote

Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps.

8

okf-mcp

50
npx

Validate, search, graph, and safely author local Open Knowledge Format bundles.

8

lacuna-research-mcp

50
uvx

MCP server for Lacuna, a research map for machine learning: search directions, papers, authors, venues, and AI-generated research proposals.

7

io.github.cyanheads/orcid-mcp-server

50
npx Auth Required

Researcher profiles, works, affiliations, funding, and peer reviews from the ORCID registry.

5

AISOTools

50
Remote

Check whether AI assistants recommend a product, and search or compare 3,000+ AI tools.

3

Visibly AI — SEO MCP Server

50
Remote

Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.

3

AppRankHero

50
Remote

App Store and Google Play keyword ranks, keyword research and competitors for your apps.

2

Elfsight AI Chatbot

50
Remote

Read conversations, leads, knowledge base and analytics of your Elfsight AI Chatbot widgets.

2

MCP Registry Search: Find, Discover & Install MCP Servers & Tools | Directory, Catalog, Marketplace

50
Remote

MCP registry & directory: search, find & install 31k+ MCP servers & tools. Catalog and marketplace.

1

Zekra

50
Remote

Long-term memory and a knowledge graph for AI agents: recall, notes, secrets and data sources.

1

Word Orb — English vocabulary for reader glossaries

50
Remote

AI-assisted English lexical records. Stored-only batch lookup; coverage and quality vary.

1

@jalipata/mcp-memory

50
npx Caution 75

Agnostic persistent memory server for AI tools via MCP. Knowledge graph stored in SQLite with FTS5 keyword search, multi-tenant by namespace.

34/wk

@helpnest/mcp

50
npx

MCP server for HelpNest — expose your knowledge base to AI assistants

23/wk

knowledge-mcp-server

50
npx Caution 75

MCP server for semantic search, CRUD, and graph operations over hierarchical knowledge bases stored as Markdown with YAML frontmatter

24/wk

prexist

50
npx

MCP server exposing Prexist product and skill research tools

20/wk

Aviado AI

50
Remote

Cited supplement evidence, biomarker effects, interaction checks and brand quality

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