Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Docs Mcp
io.github.ACTA-Team
Read-only MCP server for the official ACTA verifiable credentials documentation.
Google Docs MCP
io.github.A1-x-Tech
MCP server for the Google Docs API: read and edit documents, styles, tables, images, comments.
Mcp Server Kalshi
io.github.9crusher
MCP server for end-to-end trading on Kalshi prediction markets: discover, research, trade.
Zotero MCP
io.github.54yyyu
Search, read, annotate, and add to your Zotero research library, local or web.
Sutra
io.github.4rgon4ut
Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.
Session Forge
io.github.420247jake
Persistent memory and session intelligence for AI coding assistants. Zero config.
loci
io.github.3M1RY33T
Scoped memory for coding agents: picks the right project, answers in scope, or abstains.
Sticky
io.github.1picassoai
Persistent memory and context for your agent, on a board you can see. Capped, so it stays small.
Seamless
io.github.0spoon
Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.
Bettermemory
io.github.0Mattias
Memory for coding agents, checked against the filesystem and git before it is believed.
FixYourDocs
io.fixyourdocs
File structured docs-feedback reports to the FixYourDocs hub via a file_doc_feedback tool.
Mcp
io.br8n
Owned, portable working memory: a plain-files markdown brain any model can read and cite.
BIGHUB
io.bighub
Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.
Atono
io.atono
Give your AI coding tools your team's product context: stories, bugs, epics, and glossary.
Koragraph
in.koragraph
Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.
Trail
dev.usetrail
Issue tracker and durable project memory for your coding agent, scoped to the folder you open.
Lex
dev.smartergpt
Episodic memory, Frames, Policy Neighborhoods, and policy enforcement for AI agents.
seekrit (local crypto plane)
dev.seekrit
Zero-knowledge secrets manager — local crypto-plane MCP server: decrypts and injects secrets.
Repowise
dev.repowise
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
memgit
dev.memgit
Git for AI memory — version-controlled, searchable context that persists across sessions
ITHZ MCP
dev.ithz
Local deterministic project memory for AI agents with context packs, gates and checkpoints.
Mcp
dev.dungbeetle
Visual regression & snapshot testing for AI agents — list runs, read semantic diffs, review.
Docmancer
dev.docmancer
Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
Ctxfile
dev.ctxfile
Local-first MCP server that snapshots your project's working state into one context object.