Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page

Okfshare Mcp
io.github.MegaPanchamZ
Shared, versioned knowledge for AI coding agents: cited retrieval and publishing of OKF bundles.

Forkmind
io.github.Medhovarsh
Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.

Compartment
io.github.MaxFreedomPollard
Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.

Smartschool MCP Server
io.github.MauroDruwel
Access Smartschool courses, grades, assignments, and messages through the Model Context Protocol

SmartMemory
io.github.MauriceIsrael
Neuro-symbolic memory for LLMs (POC)

Yagami AI Context Firewall
io.github.MatthewTracy
Govern model, retrieval, memory, and tool access for AI applications and agents.

Bitbucket MCP
io.github.MatanYemini
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

Mastercard Developers MCP
io.github.Mastercard
Access Mastercard Developers APIs, documentation, and API specifications through MCP.

MarsNMe
io.github.Marsmanleo
Agent-agnostic memory backend that preserves continuity between humans and AI over time.

Verifiable Memory
io.github.Mars-proj
Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

Tinysearch
io.github.MarcellM01
Self-hosted web research for MCP agents.

Roslyn CodeLens
io.github.MarcelRoozekrans
Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.

Memorylens Mcp
io.github.MarcelRoozekrans
MCP server for .NET memory profiling — in-process heap snapshots via EventPipe with leak heuristics

fish-bridge — Session Knowledge Graph
io.github.MakeaMouse
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

Lintbase Mcp
io.github.Madia333
Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.

Pipe Docs (SPR) MCP Server
io.github.MachuraHarry
Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

Pipe (SPR) MCP Server
io.github.MachuraHarry
AI-native runtime with built-in MCP server. 232 builtins, AI pipelines, RAG, single ~8 MB binary.

Tabler Mcp Server
io.github.MaFady
Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs.

SourceWeave Web Search
io.github.MRNAQA
Fully local MCP server and CLI for web research

ComfyUI Builder
io.github.MIt9
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins.

Marm Mcp Server
io.github.Lyellr88
Universal MCP Server with advanced AI memory capabilities and semantic search.

Kivgraph
io.github.Luqueee
Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

MTA:SA Documentation MCP Server
io.github.Luminaire1337
MCP server for MTA:SA documentation with intelligent search and caching

Rememb
io.github.LuizEduPP
Persistent memory for AI agents — local JSON, zero config, no server required.