Search & Knowledge MCP Servers

Search engines, RAG, knowledge graphs, memory

2,874 servers

enola

42
Manual

enola - MCP Architectural Snapshot Server and Knowledge Graph

33

agent-library

42
Manual

Agent Library personal knowledge base with a search and retrieval system MCP Server and CLI. Preconfigured local models and support for Text, images, OCR/vision, and code embeddings. Use over MCP with (Claude, Cursor, Codex, ChatGPT, etc)

28

EU Regulations

42
Remote Caution 67

61 EU regulations (GDPR, NIS2, DORA, AI Act +57) via Ansvar Gateway. 50 free queries/day.

25

io.github.juliangeymonat-jpg/wikimoth

42
npx

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

8

find-research-papers-mcp

42
uvx Caution 77

MCP server for scientific grounding: search and discover open-source research papers and scholarly literature (arXiv, Semantic Scholar, OpenAlex, Crossref/Springer Nature, PubMed) — metadata, references and citations reachable even when the full text is paywalled.

6

mcp/arxiv-mcp-server

42
Docker Caution 75

The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv's research r...

4

Chaos Cypher

42
uvx

Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine.

4

Canopy API

42
Remote

Amazon product API & MCP server: search, prices, reviews, sellers, deals, and ASIN lookup by Canopy.

4

Alexandria

42
npx Auth Required

Search, read, and cite across 152 libraries: 11 tools, 3 prompts, and a full-text resource.

3

NyayAssist

42
Remote

Indian legal research, judgments and Acts, drafting, translation, matters and due diligence.

2

io.github.pjpoulose/pil

42
uvx

PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.

2

io.github.MCPServings/paper-mcp

42
Remote

Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.

1

Engram

42
npx Auth Required

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.

1

Memory Engine MCP

42
Docker

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

1

Revelica

42
Remote

Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.

1

memgit

42
npx

Git for AI memory — version-controlled, searchable context that persists across sessions

1

Sunstone Weave: Local Semantic Code Search

42
npx

Semantic search over local folders of code and docs, with a code-search encoder running on your CPU.

1

Rankability

42
Remote

AI search visibility and SEO for agencies: AI mentions, citation gaps, content, audits, reports.

sentrul-mcp-server

42
npx

Run Sentrul research, compliance, and trace-lookup agents from any MCP-aware client. 257 production agents behind one gateway.

7/wk

pubmed-search-mcp

42
uvx Caution 77

MCP SDK v2 server for PubMed and multi-source biomedical literature research

@lishenxydlgzs/simple-files-vectorstore

42
npx

A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.

prioris-mcp

42
uvx

A model context protocol (MCP) server to facilitate looking up and discussing prior art.

eth-library-mcp

42
uvx Caution 77

MCP Server for ETH Library Zurich — Access 30M+ resources (books, maps, images, archives) via the Discovery API

mcp-kagi-search

42
npx Caution 70

MCP server for integrating Kagi search API with LLMs

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