MCP Servers
Model Context Protocol servers that connect Claude to tools, APIs, and data.
What are you trying to do?
memorylens-mcp
MCP server for .NET memory profiling with JetBrains dotMemory integration
google-knowledge-graph
Search Google's Knowledge Graph for structured information about real-world entities
Amber
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.
Droste
Local code-memory graph for AI coding agents.
pmll-memory-mcp
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
memori-mcp
Memori MCP server — persistent AI memory with recall and augmentation tools
wikimoth
Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.
kg
Local knowledge graph memory MCP server for AI assistants.
genesys-memory
Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).
MCP Memory Gateway
Pre-action gates that block AI agents from repeating known mistakes.
edition-api
Japan business regulations, compliance, travel, protocols, memory — 10 knowledge domains, 23 tools.
Kirok Memory
Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation
brainfile
Brainfile memory layer for Claude Code over MCP: free starter files + weekly freshness feed.
mindmap-mcp-server
Local-first memory & context-handoff across AI tools — capture in one, resume in another. No cloud.
ainpc-cli
AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.
cosync-remote
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
ITHZ MCP
Local deterministic project memory for AI agents with context packs, gates and checkpoints.
audrey
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
lynx
100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph
agentmem
Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.
memdocs
Git-native project memory for AI assistants with enterprise-grade audit compliance
claudex
Persistent memory + FTS5 search MCP server for Claude Code conversation history.
Yaps Local Memory
Search and safely manage your private local Yaps Markdown vault from MCP clients.
ENYAL by Greenland AI
ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recall, provenance)