Knowledge & Memory MCP 服務
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

AppHandoff
io.github.TeamK2K
Milestones, handoff tickets, project context, and deploy signals for AI-built apps over MCP.

PubMed Clinical Research
io.github.Taru0208
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.

Kirok Memory
io.github.TadFuji
Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation

Reftrixmcp
io.github.TKMD
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

Synapse Layer — Zero-Knowledge Memory
io.github.SynapseLayer
Zero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory.

Synapse Layer — Trust Infrastructure for AI Agents
io.github.SynapseLayer
MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.

Conformy
io.github.SwikingSWE
EU AI Act & NIS2 compliance — classify AI systems, check obligations, draft docs.
Historis
io.github.SvenLC
The memory of your business: an event-based CRM your assistant reads and writes, dated and signed.

Amnesic
io.github.SurajKGoyal
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.

LabTestSuperstore
io.github.SunRainSnow
Read-only U.S. lab-test catalog, collection-site search, and reference-range context.

Forge Cascade MCP Memory Server
io.github.SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

Shelbymcp
io.github.Studio-Moser
Knowledge-graph memory server for AI tools via MCP

Coolify
io.github.StuMason
45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

Stelaspace Mcp
io.github.StelaSpace
Publish AI-generated HTML (dashboards, reports, docs) to permanent, sandboxed, shareable links.

Fireweed
io.github.Starksood
Agent memory where every fact carries a receipt, and deletion is provable.

Sensegrep
io.github.Stahldavid
Semantic + structural code search MCP server for AI-native development.

Dyer Md
io.github.Srishesh-Archik
Access your dyer.md Markdown vault as a knowledge source for AI agents.

doc-scraper
io.github.Sriram-PR
Crawl documentation sites into local corpora agents can search, read, and diff fully offline.

mcpwatch
io.github.Sreelal727
Records MCP tool calls and itemises the token cost each server adds to your context.

Sprintra
io.github.Sprintra-io
The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

Nexus Alpha Geometry
io.github.SpearmanMODE
Finance research agent for thesis, trade note, and market-state review.

MCP Registry Search
io.github.Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.

Machine Library by Space Frontiers
io.github.SpaceFrontiers
Machine Library by Space Frontiers: retrieval across papers, books, patents, and social sources.

Knowmint
io.github.Sou0327
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.