Search & Knowledge MCP Servers

Evidence-chain whiteboard for AI research agents: every claim traces back to its run and code.

Read-only access to your Molio local knowledge base: search, read, browse, and AI Q&A.

Model Context Protocol server for Semantic Scholar API

Local web search with multi-engine deep research and on-device re-ranking. No API keys.

A FastMCP server for the Semantic Scholar API — paper search, author info, citations, and recommendations.

Local RAG MCP server with hybrid search, cross-encoder reranking and local document indexing.

MCP server that gives LLMs persistent graph-structured memory

Local persistent memory for AI agents with recall, search, forgetting, and encrypted storage.

Local persistent memory for AI agents with recall, search, forgetting, and encrypted storage.

MCP server for RAGStack knowledge base - search, chat, upload, and scrape

A local catalogue of the links your chats share: search, save and file them. Any model, or none.

Research customer feedback, calls, support, surveys and product usage with source citations.

Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.

Maintained, agent-readable knowledge bases with calibrated search and provenance. Pro key adds XL.

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.

US shopping research with real prices, sellers, and purchase links from Amazon, Best Buy, Walmart.

High-performance knowledge graph MCP server for AI coding agents with semantic search.

Store and retrieve controlled AI news stimuli with generation metadata for misinformation research

High-performance in-memory Trie and multi-keyword search engine for prompt routing and entity extrac

Read-only research on tokens, Hyperliquid perps, Polymarket markets and your Ask Gina account.

Academic paper knowledge-base MCP tool with ingest, retrieval and chat over your document corpus

Local memory for coding AIs: search past conversations and decisions from the original text.

Local-first MCP sidecar for agent workspaces, artifacts, review intents, and context export.

Fast, Customizable & Light Zotero MCP server for AI research assistants