Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Platform Ai
Published by GitHub account ryanbaumann
Grounds an assistant's Google Maps Platform coding answers in official documentation, code samples, and best-practice instructions via RAG.
Engram
Published by GitHub account rwnalds
Engram is a self-hosted, git-backed markdown memory server that lets AI agents search, read and write a shared notes vault with authority-aware, temporally-verf
Claude Flow
Published by GitHub account ruvnet
An agent meta-harness that gives an assistant coordinated swarms of specialized agents, persistent vector memory and multi-provider LLM routing.
wallabag MCP
Published by GitHub account rusty4444
MCP server for wallabag that lets an assistant browse, save and organize read-it-later articles, tags and annotations.
Shiori MCP
Published by GitHub account rusty4444
Lets an assistant manage a self-hosted Shiori bookmark library: list, search, add, update, and delete bookmarks, and manage tags.
2o
Published by GitHub account russellshen1992
A human intelligence API that lets an AI assistant verify facts with human domain experts through MCP, available as a remote endpoint or a local npm package.
Mcp Orchestrator
Published by GitHub account rupinder2
A local hub that connects to several MCP servers, indexes their tools, and lets an assistant search for and call them through one endpoint.
Ace Memory
Published by GitHub account rudedoggg
A remote MCP server that gives AI assistants persistent memory, with semantic search, a memory graph and W3C DID identity.
Askew x402
Published by GitHub account rubix1138
Remote MCP server exposing Askew's paid x402 endpoints for DeFi yields, staking routing, semantic research and security threat intel, paid in USDC on Base.
Ruben Marcus — Agent-Ready Portfolio
Published by GitHub account rubenmarcus
A public portfolio MCP endpoint that lets an assistant look up a person's resume, services, availability, project evidence, and introductions.
Scienceon Mcp
Published by GitHub account rubatoyd
Lets an assistant search KISTI ScienceON for Korean and international literature metadata and export collected records.
Nl Openapi Mcp
Published by GitHub account rubatoyd
Searches National Library of Korea holdings (books, online materials, KDC classification) and exports results to xlsx, csv, json or sqlite.
Kci Openapi Mcp
Published by GitHub account rubatoyd
Searches and harvests Korea Citation Index (KCI) literature and citation data through the KCI REST Open API and OAI-PMH, with export to xlsx, csv, json or…
Nl Openapi Mcp
Published by GitHub account rubato103
Search and harvest National Library of Korea holdings metadata through the Seoji OpenAPI, with export to xlsx, csv, json, or sqlite.
Kci Openapi Mcp
Published by GitHub account rubato103
Searches Korea Citation Index (KCI) literature and citation data via the KCI REST Open API and OAI-PMH, with export to xlsx, csv, json or sqlite.
ShowMeStepByStep
Published by GitHub account rt1966
A remote MCP server that lets an assistant search, browse and cite a corpus of step-by-step how-to tutorials, and request new ones.
vuln-intel
Published by GitHub account rozetyp
Hosted CVE intelligence server that lets an assistant look up, rank, search and fact-check vulnerabilities, and borrow attack mechanics from disclosed…
Grounder
Published by GitHub account rozetyp
Gives an assistant live web grounding: search, page fetching, cited evidence packs, and open-ended research via a hosted service.
Relendi — Commercial Real Estate Loan Tools
Published by GitHub account royamir1
Remote MCP server for commercial real estate loan math: sizing, stress tests, payments, closing costs and cited CRE knowledge.
Filesift
Published by GitHub account roshunsunder
Lets a coding assistant index a local codebase and search it by natural-language intent using hybrid keyword and semantic search.
Cannabis Regulatory
Published by GitHub account rootsbymenda
Free remote MCP server for cannabis and controlled-substance compliance data: US state testing limits, Health Canada rules, UN/EU scheduling.
RTFM
Published by GitHub account roomi-fields
RTFM is a local retrieval layer that indexes a project's code, docs, PDFs and data into SQLite so an AI assistant can search and expand the right context.
osc-bridge
Published by GitHub account roomi-fields
Bridges MIDI/SysEx hardware synths and OSC software to an assistant, with the SynthHub driver catalogue and shared presets.
NotebookLM MCP
Published by GitHub account roomi-fields
Unofficial MCP server and local REST API that lets an assistant query Google Gemini Notebook (NotebookLM) sources with citations and generate Studio artifacts.