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

Gemdex
io.github.nikships
Persistent memory layer for AI coding agents: save, recall, update via Gemini plus LanceDB

Image Host Transfer Lint
io.github.jmshinhwa
Names every image, font, badge and embed in your docs that sends an EU reader's IP outside the EEA

Kybase
io.github.Kyrzin
Self-hosted Markdown memory for AI agents: notes you can read and edit, with hybrid search.

Conceptio Search
io.github.0x923041-dotcom
Search 1M+ open-access papers, standards, and case law from an AI agent.
Contexel
ai.contexel
Shared AI memory. ChatGPT, Claude, Cursor and any MCP app read and write the same memory.
Crivum
org.crivum
Score academic and professional writing against published criteria with three reference models.

Lookout
io.github.SylphxAI
Lookout — web research with source-level proof: search, fetch, extract, cache, and citations.
Detextit by Shekkizh
com.detextit.www
Find tools and hosted agents by task, with source documentation and connection requirements.
thinqOS
com.thinqos
Memory with judgment: decides which of your context reaches each task, per identity.

Iposignal
xyz.iposignal
IPO deal terms, SEC filings, AI research and sentiment, plus live valuation metrics for US stocks.

Engram
tools.engram
Memory for AI agent teams across tools, sessions, repositories, and teammates.
Agent Exchange by Shekkizh
site.chatgpt.sarath0210.shekkizh-agent-exchange
Find tools and hosted agents by task, with source documentation and connection requirements.

Financier docs
sh.financier
Search and read Financier's developer documentation. No credentials needed.
Executable Science
science.executable
Read-only access to this research pilot's task templates, resource catalogue and capability status.

Agent Memory
io.github.theprodsde
Persistent agent memory with a decision layer: replay, restore, verify, or none — explainable.

Blue Synergy Cortex
io.github.novotapeter-bs
Long-term, drift-free cognitive memory engine for AI Agents and Cursor IDE.

Recalld
io.github.bit-robotics
Managed long-term memory for AI agents, with evolving facts and relevant retrieval through MCP.

ContextDB Customer Memory
io.github.atomsai
Customer memory with recall, confirmation, forgetting, and pre-action evidence checks.
Quibbly LinkedIn Inbox
co.quibbly
Connect Claude or ChatGPT to your LinkedIn inbox. Research contacts and draft replies for review.

Tern
io.github.zyf8827
Model Context Protocol (MCP) server for Tern E2E testing platform

Steledger
com.steledger
Durable identity and memory for AI agents, anchored on the Emercoin blockchain.

Tincan
com.gotincan
Shared rooms for existing AI assistants, with messages, files and private memory vaults.

Promise
ai.usepromise
Evidence-backed follow-through memory for what you owe, await, and need to remember.

Dimensions Analytics
ai.dimensions
Search and analyze Dimensions research data: publications, grants, researchers, patents, trials