记忆与知识库 MCP 服务器
共 97 个服务器，按 GitHub 星标数排序。
ruflo by ruvnet · ★74716
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
记忆与知识库
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
记忆与知识库
context-mode by mksglu · ★29327
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
记忆与知识库
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
记忆与知识库
Trail-Code by trailhq · ★10038
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
记忆与知识库
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
记忆与知识库
osaurus by osaurus-ai · ★8048
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
记忆与知识库
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
记忆与知识库
semble by MinishLab · ★6209
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
记忆与知识库
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
记忆与知识库
cortex by cortex-docs · ★3248
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
记忆与知识库
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
记忆与知识库
korean-law-mcp by chrisryugj · ★2710
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify c
记忆与知识库
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify c
记忆与知识库
x64dbg-mcp-server by duty1g · ★2506
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Conne
记忆与知识库
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Conne
记忆与知识库
kordoc by chrisryugj · ★2454
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markd
记忆与知识库
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markd
记忆与知识库
ripwire by redhat-et · ★2447
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then che
记忆与知识库
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then che
记忆与知识库
contextplus by forloopcodes · ★1983
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R
记忆与知识库
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R
记忆与知识库
gortex by zzet · ★1901
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via
记忆与知识库
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via
记忆与知识库
cheatengine-mcp-bridge by miscusi-peek · ★1643
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using
记忆与知识库
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using
记忆与知识库
rocketmq-rust by mxsm · ★1528
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI
记忆与知识库
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI
记忆与知识库
arkon by nduckmink · ★1493
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills
记忆与知识库
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills
记忆与知识库
tradememory-protocol by mnemox-ai · ★1430
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchorin
记忆与知识库
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchorin
记忆与知识库
open-reverselab by LING71671 · ★1263
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF
记忆与知识库
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF
记忆与知识库
solomd by zhitongblog · ★1263
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your va
记忆与知识库
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your va
记忆与知识库
deja-vu by vshulcz · ★1203
Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and h
记忆与知识库
Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and h
记忆与知识库
agentrq by agentrq · ★1155
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobil
记忆与知识库
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobil
记忆与知识库
open-ontologies by fabio-rovai · ★1059
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
记忆与知识库
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
记忆与知识库
memory-bank-mcp by alioshr · ★920
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
记忆与知识库
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
记忆与知识库
unifi-mcp by sirkirby · ★904
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
记忆与知识库
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
记忆与知识库
projectmem by riponcm · ★865
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that al
记忆与知识库
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that al
记忆与知识库
memorix by AVIDS2 · ★840
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravit
记忆与知识库
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravit
记忆与知识库
comfyui-mcp by artokun · ★824
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs work
记忆与知识库
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs work
记忆与知识库
context-space by context-space · ★812
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
记忆与知识库
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
记忆与知识库
storybloq by Storybloq · ★772
Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sess
记忆与知识库
Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sess
记忆与知识库
swarmvault by swarmclawai · ★717
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's patter
记忆与知识库
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's patter
记忆与知识库
metaharness by ruvnet · ★702
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loo
记忆与知识库
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loo
记忆与知识库
obsidian-mcp-server by cyanheads · ★695
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
记忆与知识库
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
记忆与知识库
swarmclaw by swarmclawai · ★690
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegati
记忆与知识库
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegati
记忆与知识库
FLUJO by mario-andreschak · ★661
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
记忆与知识库
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
记忆与知识库
Overture by SixHq · ★641
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe
记忆与知识库
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe
记忆与知识库
Corbell by Corbell-AI · ★630
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
记忆与知识库
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
记忆与知识库
haiku.rag by ggozad · ★628
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling pars
记忆与知识库
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling pars
记忆与知识库
Cambium by KimGLee · ★586
Governance standard and reference toolset for LLM-maintained knowledge corpora
记忆与知识库
Governance standard and reference toolset for LLM-maintained knowledge corpora
记忆与知识库
docsagent by docsagent · ★572
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
记忆与知识库
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
记忆与知识库
token-optimizer-mcp by ooples · ★547
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
记忆与知识库
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
记忆与知识库
octocode by Muvon · ★510
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, C
记忆与知识库
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, C
记忆与知识库
unity-mcp-server by AnkleBreaker-Studio · ★507
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene
记忆与知识库
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene
记忆与知识库
caura by caura-ai · ★496
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies
记忆与知识库
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies
记忆与知识库
memtrace-public by syncable-dev · ★495
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Her
记忆与知识库
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Her
记忆与知识库
solon-ai by opensolon · ★464
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca
记忆与知识库
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca
记忆与知识库
outlook-mcp by ryaker · ★445
MCP server for Claude to access Outlook data via Microsoft Graph API
记忆与知识库
MCP server for Claude to access Outlook data via Microsoft Graph API
记忆与知识库
Agenvoy by agenvoy · ★444
Self-hosted 24/7 personal AI agent that runs on your own machine — memory, schedules, tools and credentials stay local. Single Go binary wit
记忆与知识库
Self-hosted 24/7 personal AI agent that runs on your own machine — memory, schedules, tools and credentials stay local. Single Go binary wit
记忆与知识库
mcp-local-rag by shinpr · ★415
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set
记忆与知识库
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set
记忆与知识库
Context-Engine by Context-Engine-AI · ★401
Context-Engine MCP - Agentic Context Compression Suite
记忆与知识库
Context-Engine MCP - Agentic Context Compression Suite
记忆与知识库
cross-code-organizer by mcpware · ★383
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memor
记忆与知识库
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memor
记忆与知识库
AgentRecall-X by Goldentrii · ★371
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
记忆与知识库
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
记忆与知识库
mcp-documentation-server by andrea9293 · ★343
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
记忆与知识库
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
记忆与知识库
mcp-logseq by ergut · ★343
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo
记忆与知识库
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo
记忆与知识库
Orkas-VideoStudio by Orkas-AI · ★330
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.
记忆与知识库
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.
记忆与知识库
tw-legal-rag by aa0101181514 · ★328
台灣法律 MCP 伺服器 + CLI（免費、免註冊、免 API key）：2,250 萬筆裁判書、行政函釋、憲法法庭裁判，附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LL
记忆与知识库
台灣法律 MCP 伺服器 + CLI（免費、免註冊、免 API key）：2,250 萬筆裁判書、行政函釋、憲法法庭裁判，附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LL
记忆与知识库
codeindex by scheidydude · ★275
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
记忆与知识库
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
记忆与知识库
YourMemory by sachitrafa · ★270
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
记忆与知识库
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
记忆与知识库
asset-intel-orchestration-engine by Kronova-Intelligent-Systems · ★251
Open-source platform for multi-agent AI orchestration, real-world asset tokenization, workflow automation. Includes OAuth 2.1 MCP agent mana
记忆与知识库
Open-source platform for multi-agent AI orchestration, real-world asset tokenization, workflow automation. Includes OAuth 2.1 MCP agent mana
记忆与知识库
mcp-victoriametrics by VictoriaMetrics · ★238
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
记忆与知识库
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
记忆与知识库
gograph by ozgurcd · ★229
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, imp
记忆与知识库
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, imp
记忆与知识库
ZotSeek by introfini · ★225
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private
记忆与知识库
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private
记忆与知识库
remnic by joshuaswarren · ★223
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
记忆与知识库
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
记忆与知识库
squeez by claudioemmanuel · ★217
Hook-based token compressor for 7 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI, Pi, Hermes). Up to 95% bash compr
记忆与知识库
Hook-based token compressor for 7 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI, Pi, Hermes). Up to 95% bash compr
记忆与知识库
MakerAi by gustavoeenriquez · ★214
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Suppor
记忆与知识库
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Suppor
记忆与知识库
task-orchestrator by jpicklyk · ★207
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and acto
记忆与知识库
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and acto
记忆与知识库
bear-notes-mcp by vasylenko · ★205
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
记忆与知识库
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
记忆与知识库
mengram by alibaizhanov · ★204
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
记忆与知识库
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
记忆与知识库
exstruct by harumiWeb · ★203
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents v
记忆与知识库
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents v
记忆与知识库
Claude-Patent-Creator by RobThePCGuy · ★199
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, a
记忆与知识库
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, a
记忆与知识库
notebooklm-mcp by roomi-fields · ★194
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude
记忆与知识库
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude
记忆与知识库
narsil-mcp by postrv · ★185
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
记忆与知识库
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
记忆与知识库
FirstData by MLT-OSS · ★183
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
记忆与知识库
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
记忆与知识库
claude-historian-mcp by Vvkmnn · ★179
📜 An MCP server for conversation history search and retrieval in Claude Code
记忆与知识库
📜 An MCP server for conversation history search and retrieval in Claude Code
记忆与知识库
omem by ourmem · ★174
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, C
记忆与知识库
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, C
记忆与知识库
codebadger by qcri · ★174
🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's st
记忆与知识库
🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's st
记忆与知识库
zettelkasten-mcp by entanglr · ★167
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
记忆与知识库
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
记忆与知识库
mcptube by 0xchamin · ★162
Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for
记忆与知识库
Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for
记忆与知识库
piia-engram by Patdolitse · ★162
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
记忆与知识库
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
记忆与知识库
excalidraw-architect-mcp by BV-Venky · ★159
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP serve
记忆与知识库
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP serve
记忆与知识库
turbovault by Epistates · ★154
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
记忆与知识库
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
记忆与知识库
pdf-mcp by jztan · ★151
MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semanti
记忆与知识库
MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semanti
记忆与知识库
mneme by slow-stack · ★150
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
记忆与知识库
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
记忆与知识库
teams-mcp by floriscornel · ★145
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
记忆与知识库
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
记忆与知识库
openzim-mcp by cameronrye · ★145
OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM fo
记忆与知识库
OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM fo
记忆与知识库
spring-ai-playground by spring-ai-community · ★145
Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and us
记忆与知识库
Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and us
记忆与知识库
obsidian-sync-vault-ce by abcamus · ★137
A cloud-first Obsidian vault: zero-space VFS keeps files in your cloud drive, local storage near zero, and 4K video streams on demand. Encry
记忆与知识库
A cloud-first Obsidian vault: zero-space VFS keeps files in your cloud drive, local storage near zero, and 4K video streams on demand. Encry
记忆与知识库
常见问题
这个榜单如何排序？
依据 GitHub 星标数和近期活跃度，数据来自 2026年10月15日 更新的公开仓库信息。
如何安装？
大多数服务器只需在客户端的 MCP 配置文件中添加一条 npx、uvx 或 Docker 命令。我们的 Claude Desktop、Cursor 和 VS Code 指南会一步步说明。
如何在 Claude Desktop 中安装 MCP 服务器（分步教程）
如何在 Cursor 中安装 MCP 服务器（mcp.json 指南）