Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Mnemo Mcp
io.github.n24q02m
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
Better Workspace Mcp
io.github.n24q02m
Google Workspace MCP — Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms
Better Code Review Graph
io.github.n24q02m
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
Crawlforge Mcp Server
io.github.mysleekdesigns
Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON
Memento Protocol
io.github.myrakrusemark
Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.
Mcp Probe Kit
io.github.mybolide
Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.
Data Aggregator
io.github.musharna
Find & fetch research datasets across 17 archives, omics registries, and literature sources.
distil
io.github.munhq
Context optimization for LLM agents: tool registry, result masking, budgeting, compaction.
Casemgr Mcp
io.github.mstang
Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search.
IT Glue
io.github.mspstack
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
OmniClip RAG
io.github.msjsc001
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
Smart Connections Mcp
io.github.msdanyg
Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.
Rippr Mcp
io.github.mrslbt
Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.
Open Zk Kb
io.github.mrosnerr
Shared, persistent memory for AI assistants, built on the Zettelkasten method.
Mytown Mcp
io.github.mrjakob07
US & Canadian local-government meetings, decisions & place context from official sources.
Universal Research Mcp
io.github.mp-juns
Provenance-first research memory with hash-bound evidence and a fail-closed eligibility gate.
Privacyscrubber Mcp
io.github.moxno
Zero-Trust PII & secrets sanitizer. Locally scrubs data in-memory before sending context to LLMs.
Gedfire
io.github.morrillonline
GEDCOM CLI and MCP server for AI-assisted family-history research with reviewable changesets.
LeanToken
io.github.morluto
Token-bounded repository context for coding agents over MCP.
Gitcontribute
io.github.morluto
Local-first GitHub contribution research workbench
Codeix
io.github.montanetech
Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
Mongodb Mcp Server
io.github.mongodb-js
MongoDB Model Context Protocol Server
Lumnix
io.github.moltstudios
E-commerce research via MCP. Amazon, Alibaba & AliExpress product search and FBA margins.
Tradememory Protocol
io.github.mnemox-ai
Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.