Search & Knowledge MCP Servers
Search engines, RAG, knowledge graphs, memory
2,874 servers
enola
enola - MCP Architectural Snapshot Server and Knowledge Graph
agent-library
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)
EU Regulations
61 EU regulations (GDPR, NIS2, DORA, AI Act +57) via Ansvar Gateway. 50 free queries/day.
io.github.juliangeymonat-jpg/wikimoth
Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.
find-research-papers-mcp
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.
mcp/arxiv-mcp-server
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv's research r...
Chaos Cypher
Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine.
Canopy API
Amazon product API & MCP server: search, prices, reviews, sellers, deals, and ASIN lookup by Canopy.
Alexandria
Search, read, and cite across 152 libraries: 11 tools, 3 prompts, and a full-text resource.
NyayAssist
Indian legal research, judgments and Acts, drafting, translation, matters and due diligence.
io.github.pjpoulose/pil
PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.
io.github.MCPServings/paper-mcp
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.
Engram
Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.
Memory Engine MCP
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Revelica
Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.
memgit
Git for AI memory — version-controlled, searchable context that persists across sessions
Sunstone Weave: Local Semantic Code Search
Semantic search over local folders of code and docs, with a code-search encoder running on your CPU.
Rankability
AI search visibility and SEO for agencies: AI mentions, citation gaps, content, audits, reports.
sentrul-mcp-server
Run Sentrul research, compliance, and trace-lookup agents from any MCP-aware client. 257 production agents behind one gateway.
pubmed-search-mcp
MCP SDK v2 server for PubMed and multi-source biomedical literature research
@lishenxydlgzs/simple-files-vectorstore
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
A model context protocol (MCP) server to facilitate looking up and discussing prior art.
eth-library-mcp
MCP Server for ETH Library Zurich — Access 30M+ resources (books, maps, images, archives) via the Discovery API
mcp-kagi-search
MCP server for integrating Kagi search API with LLMs