Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Ori Memory
io.github.aayoawoyemi
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
Koda
io.github.aabxtract
Verification and memory layer for coding-agent workflows.
ChatCrystal
io.github.ZengLiangYi
Local-first AI PKM memory for coding conversations.
Brick Bacnet Mcp
io.github.Yveshby27
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
Mcp Memory Graph
io.github.YonasValentin
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
Civicrm Mcp
io.github.YogiAdhik
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, write-gated.
Redis MCP Server
io.github.YawLabs
Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA advisor
Nol Mcp
io.github.YawLabs
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
ctxlint
io.github.YawLabs
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase
SuperMemory
io.github.YashvantHange
MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.
Ckg Nemotron Perplexity
io.github.Yarmoluk
NVIDIA Nemotron + Perplexity Sonar as knowledge graphs — 2 domains, 83 nodes. MCP-native.
Ckg Mcp
io.github.Yarmoluk
97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.
Open Computer Use
io.github.Yambr
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents
HackTricks MCP Server
io.github.Xplo8E
Search and query HackTricks pentesting documentation with quick lookup and section extraction
Context First Mcp
io.github.XJTLUmedia
37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.
ResearchZosho
io.github.Wyrdsekai
The research librarian for the rest of us: reads, keeps and questions your sources.
CodeZaiku
io.github.Wyrdsekai
A coding and development harness on local models or hosted APIs: code, review, research, ops.
Longhand
io.github.Wynelson94
Local memory for Claude Code. Semantic recall across session history with zero API calls.
lean-memory
io.github.Wuesteon
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
mcp-context-card
io.github.Wolfe-Jam
MCP server for a project's context (AGENTS.md), memory, and identity — base or drop-in extension.
Gemini Faf Mcp
io.github.Wolfe-Jam
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.
.FAF Context
io.github.Wolfe-Jam
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, VS Code.
knowmind
io.github.WhoSoEverM8
Knowledge graph & long-term memory for AI agents: recall, relations, store, stats, health.
Research Hub
io.github.WenyuChiou
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.