Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Abap Mcp
Published by GitHub account palimkarakshay
Offline MCP server that gives an AI assistant ABAP/RAP analysis: linting, ABAP Cloud readiness grading, migration planning, released-API lookups and code…
mcp-me
Published by GitHub account paladini
A local MCP server that exposes a personal profile stored in YAML files, letting an AI assistant answer questions about your career, skills, projects and goals.
Web Page Fetcher
Published by GitHub account paimonchan
Lets an assistant fetch a web page by URL and receive clean, readable markdown with headings, lists, tables and code blocks preserved.
GitHub PR Context
Published by GitHub account paarths-collab
A local MCP server that retrieves a GitHub repository's pull request history as JSON evidence for an IDE agent to reason over.
Symbols
Published by GitHub account p1va
A local MCP server that connects to language servers so an assistant can read, navigate, search and rename symbols in a codebase.
Gitlab Docs
Published by GitHub account ozanmutlu
Search and browse 2,900+ official GitLab documentation pages via MCP
Global Agent Memory
Published by GitHub account ozankasikci
Local-first, project-aware memory for coding agents: search, propose, update and review durable knowledge stored as Markdown.
agentmem
Published by GitHub account oxgeneral
A local persistent memory server for AI agents, storing memories in one SQLite file with hybrid keyword and semantic search across 16 tools.
Zoteus
Published by GitHub account oscardvs
Zotero MCP server that lets an assistant search a Zotero library, pull PDF passages with page numbers, format citations, and safely edit items.
Anamnesis
Published by GitHub account oscardvs
A local-first memory layer for Claude Code that stores project notes as markdown, indexes them with SQLite FTS5, and syncs them across your own machines over a
O'Reilly Media MCP Server
Published by GitHub account oreillymedia
Lets an assistant search O'Reilly for tech books, courses, events, and more through a remote OAuth-protected endpoint.
O'Reilly Expert MCP Server
Published by GitHub account oreillymedia
A remote MCP server that gives assistants grounded, citable answers to technology questions from O'Reilly's library.
Serena MCP: the IDE for your agent
Published by GitHub account oraios
Local MCP server that gives a coding agent IDE-style semantic code retrieval, editing, refactoring and debugging tools across many languages.
OpenQFR
Published by GitHub account openqfr-dev
OpenQFR is a remote, read-only MCP server for searching a public library of failed quantitative strategy evidence before running a similar backtest.
Openfuse Mcp
Published by GitHub account openfused
A local MCP server that gives an AI assistant a file-based store for persistent context, encrypted agent-to-agent mail, and shared workspace files.
OpenFateAI Assistant MCP
Published by GitHub account openfateaicom-wq
A local stdio MCP server that gives an assistant tools to structure decisions, run guided reflection, build action plans and outline reports.
MinerU Open MCP
Published by GitHub account opendatalab
A local MCP server that lets an assistant convert PDFs, Office files, images and HTML into Markdown through the MinerU cloud parsing API.
Opencontext Team
Published by GitHub account opencontext-team
Lets an assistant store and recall visual memory and context in a knowledge graph across conversations.
Openaccountants Mcp
Published by GitHub account openaccountants
Lets an assistant look up source-cited tax guides for many countries and cite the guide version and its review status.
OpenAccountants
Published by GitHub account openaccountants
Remote MCP server giving assistants sourced tax, VAT/GST and payroll skills, rules and deadlines for 190+ jurisdictions.
prismAId MCP
Published by GitHub account open-and-sustainable
Lets an assistant run AI-assisted systematic literature reviews: screening, downloading, converting, and reviewing papers, plus protocol conformance checks.
Token Optimizer Mcp
Published by GitHub account ooples
Local MCP server that cuts context-window token use with cached, compressed file reads, searches and edits, plus audits of token waste and project knowledge.
Enquire Mcp
Published by GitHub account oomkapwn
Turns an Obsidian vault into local, searchable long-term memory for AI agents, with cited note paths, PDF pages and freshness metadata.
Ratary Memory MCP
Published by GitHub account ontorata
Ratary Memory MCP gives an AI assistant persistent, searchable memory backed by a Ratary server, so context survives across sessions and IDEs.