Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
What's Loaded
io.github.stcmain
What fills your agent's context window before a session starts: skill descriptions, memory files.
Starwind UI MCP Server
io.github.starwind-ui
Framework-aware Starwind UI v3 tools for Astro and React setup, components, docs, and migration.
Gdocs Comments Mcp
io.github.stanislawherjan1
Add inline, range-anchored comments to Google Docs - the one comment op the Google APIs can't do.
Dart Query
io.github.standardbeagle
Dart AI task management MCP with batch operations, DartQL selectors, CSV import, zero context rot
Steelmind
io.github.stabgan
Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.
Scrimba Teaching Mcp
io.github.srikrishna235
Unified MCP for Scrimba's interactive programming education with visual learning
TablaFocusMCP
io.github.sreeramkongeseri
MCP server for tabla learning: glossary, taals, composition, practice coaching, certification prep.
Agendum
io.github.sralli
AI agent memory: task tracking, scoped work packages, decisions, and cross-session continuity
DevTrack
io.github.sraj0501
Read local tickets, commits, pending actions, voice profile, and EOD context over MCP.
Sqlsure
io.github.sqlsure
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
Lain
io.github.spuentesp
High-performance knowledge graph MCP server for AI coding agents with semantic search.
MADB — Agent Memory Database
io.github.spshkar84
Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
Engram
io.github.spectra-g
MCP adapter for Engram - organizational memory for AI agents
Memorymesh
io.github.sparkvibe-io
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.
Brains
io.github.spacecowboyian
Personal wiki and memory for AI assistants: store, search, and recall structured notes.
ZKshare
io.github.sp0oby
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context.
doiget
io.github.sotashimozono
OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.
Santuri
io.github.sonofakel
Search official documentation for well-known libraries.
Better Call Claude
io.github.sns45
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context sharing.
HippoDid MCP Server
io.github.snowmanjy
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
Jackpotkeywords Mcp Server
io.github.smythmyke
AI-powered keyword research, SEO audits, and AI-visibility scans via the JackpotKeywords REST API.
SMRITI Memory
io.github.smriti-memcore
Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.
Semantic Scholar MCP Server
io.github.smaniches
MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
AlphaFold Sovereign MCP
io.github.smaniches
MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph