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MCP Catalog

Browse 812 Model Context Protocol servers · Knowledge & Memory · MIT LicenseClear

Collective MemoryOfficial
io.github.Hustada/collective-memory

MCP server for persistent, semantic memory across AI sessions

Knowledge & MemoryAI & Machine Learning
LAMB0TypeScript283/mov0.1.2npm
Paparats – Local Semantic Code Search MCPOfficial
io.github.IBazylchuk/paparats-mcp

Local-first semantic code search across all your repos. Private context for AI coding assistants.

Development & CodingKnowledge & Memory
LAMA9TypeScriptv1.3.2npm
MCP Memory GatewayOfficial
io.github.IgorGanapolsky/mcp-memory-gateway

Pre-action gates that block AI agents from repeating known mistakes.

Knowledge & MemoryAI & Machine Learning
LAMA24JavaScriptv0.7.4npm
MemographOfficial
io.github.Indhar01/memograph

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Knowledge & MemoryAI & Machine Learning
LAMA4Pythonv0.4.0pypi
ContextfulOfficial
io.github.Inferensys/contextful

Efficient context management: code search, evidence packs, and memory for coding agents.

Development & CodingKnowledge & Memory
LAMB1TypeScriptv0.1.0npm
MCP File ProcessorOfficial
io.github.IntelagentStudios/mcp-file-processor

Text extraction, keyword extraction, language detection, and chunking for RAG

Development & CodingKnowledge & Memory
LAMA0TypeScriptv0.1.1npm
Context SyncOfficial
io.github.Intina47/context-sync

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

Knowledge & MemoryDevelopment & Coding
LAMB181TypeScriptv1.0.1npm
HeyClaude — Claude & AI workflow directoryOfficial
io.github.JSONbored/heyclaude

Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.

Search & WebKnowledge & Memory
LAMA277MDX27 toolsv0.4.0npmremote
Codebase Context MCPOfficial
io.github.Jhackman2019/codebase-context-mcp

Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.

Development & CodingKnowledge & Memory
LAMC0TypeScriptv1.0.1npm
Context MemOfficial
io.github.JubaKitiashvili/context-mem

Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools

Knowledge & Memory
LAMB16TypeScriptv3.2.1npm
MycalOfficial
io.github.Junhui20/mycal

Malaysia public holidays, school terms, business days & a leave optimizer (13 tools).

Productivity & DocsKnowledge & Memory
LAMA2TypeScriptv0.1.4npm
LimpetOfficial
io.github.KSym04/limpet

Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.

Development & CodingKnowledge & Memory
LAMA2Rustv0.8.0
NouzOfficial
io.github.KVANTRA-dev/NOUZ-MCP

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Knowledge & MemoryProductivity & Docs
LAMB17Pythonv2.3.0pypideprecated
Memory Nexus MCPOfficial
io.github.KairosMobius/memory-nexus-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Knowledge & MemoryAI & Machine Learning
LAMC0JavaScriptv1.0.0npm
Nexus Memory MCPOfficial
io.github.KairosMobius/nexus-memory-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Knowledge & MemoryAI & Machine Learning
LAMC0JavaScriptv1.0.2npm
Dash MCP ServerOfficial
io.github.Kapeli/dash-mcp-server

MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.

Development & CodingKnowledge & Memory
LAMB167Pythonv1.1.1pypi
ThoughtboxOfficial
io.github.Kastalien-Research/thoughtbox

Extended reasoning with structured processes, persistence, and workflow guidance

AI & Machine LearningKnowledge & Memory
LAMA64TypeScriptv1.0.3npm
A2me MCP ServerOfficial
io.github.Kinnectd/a2me-mcp-server

Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships)

Knowledge & Memory
LAMA0TypeScriptv1.0.0remote
Better BearOfficial
io.github.KuvopLLC/better-bear

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

Productivity & DocsKnowledge & Memory
LAMB63Swiftv0.4.26npm
Copilot Memory MCPOfficial
io.github.LabForgeDev/copilot-memory-mcp

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Knowledge & MemoryAI & Machine Learning
LAMC1Pythonv1.0.0oci
Chronicle MCPOfficial
io.github.Leviathan0x0/chronicle-mcp

Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

Knowledge & MemoryDevelopment & Coding
LAMA2Pythonv1.0.0pypi
Lorg MCP ServerOfficial
io.github.LorgAI/lorg-mcp-server

Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

Knowledge & Memory
LAMA4JavaScript26 toolsv1.4.4npmremote
RemembOfficial
io.github.LuizEduPP/rememb

Persistent memory for AI agents — local JSON, zero config, no server required.

Knowledge & Memory
LAMA4Pythonv0.3.5pypi
Paper MCPOfficial
io.github.MCPServings/paper-mcp

Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.

Search & WebKnowledge & Memory
LAMA0Pythonv0.5.0remote