Search & Knowledge MCP Servers

Search engines, RAG, knowledge graphs, memory

2,874 servers

vaquill-mcp

uvx

MCP server for the Vaquill legal research API - search US federal and 50-state statutes, regulations, constitutions, and court rules via AI

nucleotide-archive-mcp

uvx

MCP server for searching European Nucleotide Archive (ENA) datasets. Find RNA-seq studies, retrieve metadata, and discover related publications to validate research hypotheses.

NetTree Public

Remote

Read-only link-destination catalog for agents: search, get, and suggest public fit.

synapse-mcp

uvx

Persistent MCP server — session memory, engineering pipeline, and living knowledge base for AI agents

Keyword Research MCP: autocomplete, search volume, difficulty and Google Trends

Remote

Pay-per-call keyword research via Apify: autocomplete, volume, CPC, difficulty, ideas, Google Trends

local-research-library-mcp

uvx

An MCP server that gives AI agents read-only access to a local research library (PDF, Markdown, BibTeX, RIS, ENW, XML).

sage-solver-mcp

uvx

SAGE MCP server — local MCP server exposing optimization tools to LLMs via Claude Desktop

MedicalRecords.com EMR Discovery & Healthcare Research

Remote

EMR software discovery, sourced comparisons, and public US healthcare research.

mcp-skillset

uvx

Dynamic RAG-powered skills for code assistants via Model Context Protocol

smos-mcp

uvx

Semantic Memory Operating System — persistent memory MCP server for Claude Code

literature-discovery-mcp

uvx

MCP server for scholarly literature discovery via arXiv and Semantic Scholar

orgraph-mcp

uvx

Codebase knowledge graph MCP server — call chains, topology, and hybrid search for coding agents

SEV — Company Discovery from SEC Filings

npx Auth Required

Ask a research question; in seconds get ranked companies, vetted 10-K/10-Q passages and financials.

SanYu Research Engine

Remote

106 deterministic medical research tools: stats, survival, bioinformatics, primers. Auditable.

Casimo Research — casino terms & changes

Remote

Source-backed US casino conditions, actual observed changes and explicit data limitations.

snapsearch-mcp

uvx

Your Mac screenshots folder is a disaster. This fixes it — with vision, embeddings, and semantic search.

memory-search-mcp

uvx

MCP server for memory search. Features record memory, search memory, add knowledge. From MEOK AI Labs.

Dekadans ASO

Remote

App Store keyword rankings, popularity, difficulty and keyword research across 175 storefronts.

z3950-mcp

uvx

MCP server for searching library catalogs over Z39.50 and retrieving MARC 21 records.

seosiri-semantic-entity-mcp

uvx

A sovereign, local-first MCP server for named entity extraction, Wikidata disambiguation, sameAs schema linking, and Knowledge Graph triple construction.

Lounge Frog

Remote

Research airport lounges, card access, airline seats, cruises and travel rewards with source links.

sage-mcp

uvx

Hybrid semantic search over local knowledge bases and codebases

iflow-mcp_rdondeti-codegrok-mcp

uvx

MCP server for semantic code understanding and search

mcp-server-deerflow-kinthai

uvx

MCP Server that exposes DeerFlow deep capabilities (research, analysis, visualization) via standard Model Context Protocol

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