메모리 및 지식 MCP 서버
서버 97개, GitHub 스타 순.
ruflo by ruvnet · ★74716
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
메모리 및 지식
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
메모리 및 지식
context-mode by mksglu · ★29327
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
메모리 및 지식
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
메모리 및 지식
Trail-Code by trailhq · ★10038
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
메모리 및 지식
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
메모리 및 지식
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
메모리 및 지식
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
메모리 및 지식
semble by MinishLab · ★6209
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
메모리 및 지식
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
메모리 및 지식
cortex by cortex-docs · ★3248
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
메모리 및 지식
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Conne
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R
메모리 및 지식
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
메모리 및 지식
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via
메모리 및 지식
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
메모리 및 지식
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using
메모리 및 지식
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
메모리 및 지식
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI
메모리 및 지식
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
메모리 및 지식
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills
메모리 및 지식
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
메모리 및 지식
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchorin
메모리 및 지식
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
메모리 및 지식
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobil
메모리 및 지식
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.
메모리 및 지식
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
메모리 및 지식
memory-bank-mcp by alioshr · ★920
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
메모리 및 지식
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
메모리 및 지식
unifi-mcp by sirkirby · ★904
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
메모리 및 지식
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
메모리 및 지식
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
메모리 및 지식
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that al
메모리 및 지식
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
메모리 및 지식
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravit
메모리 및 지식
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
메모리 및 지식
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs work
메모리 및 지식
context-space by context-space · ★812
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
메모리 및 지식
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
메모리 및 지식
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
메모리 및 지식
Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sess
메모리 및 지식
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
메모리 및 지식
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's patter
메모리 및 지식
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
메모리 및 지식
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loo
메모리 및 지식
obsidian-mcp-server by cyanheads · ★695
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
메모리 및 지식
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
메모리 및 지식
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
메모리 및 지식
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegati
메모리 및 지식
FLUJO by mario-andreschak · ★661
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
메모리 및 지식
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
메모리 및 지식
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
메모리 및 지식
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe
메모리 및 지식
Corbell by Corbell-AI · ★630
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
메모리 및 지식
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
메모리 및 지식
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
메모리 및 지식
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling pars
메모리 및 지식
Cambium by KimGLee · ★586
Governance standard and reference toolset for LLM-maintained knowledge corpora
메모리 및 지식
Governance standard and reference toolset for LLM-maintained knowledge corpora
메모리 및 지식
multimodal-agents-course by the-ai-merge · ★581
An MCP Multimodal AI Agent with eyes and ears!
메모리 및 지식
An MCP Multimodal AI Agent with eyes and ears!
메모리 및 지식
docsagent by docsagent · ★572
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
메모리 및 지식
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
메모리 및 지식
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.
메모리 및 지식
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
메모리 및 지식
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
메모리 및 지식
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, C
메모리 및 지식
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
메모리 및 지식
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene
메모리 및 지식
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
메모리 및 지식
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies
메모리 및 지식
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
메모리 및 지식
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Her
메모리 및 지식
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
메모리 및 지식
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca
메모리 및 지식
outlook-mcp by ryaker · ★445
MCP server for Claude to access Outlook data via Microsoft Graph API
메모리 및 지식
MCP server for Claude to access Outlook data via Microsoft Graph API
메모리 및 지식
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
메모리 및 지식
Self-hosted 24/7 personal AI agent that runs on your own machine — memory, schedules, tools and credentials stay local. Single Go binary wit
메모리 및 지식
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
메모리 및 지식
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set
메모리 및 지식
Context-Engine by Context-Engine-AI · ★401
Context-Engine MCP - Agentic Context Compression Suite
메모리 및 지식
Context-Engine MCP - Agentic Context Compression Suite
메모리 및 지식
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
메모리 및 지식
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memor
메모리 및 지식
AgentRecall-X by Goldentrii · ★371
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
메모리 및 지식
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
메모리 및 지식
mcp-documentation-server by andrea9293 · ★343
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
메모리 및 지식
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
메모리 및 지식
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
메모리 및 지식
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo
메모리 및 지식
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.
메모리 및 지식
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
emulo by ohad6k · ★295
Mine your Claude Code and Codex logs into a local you.md agent profile.
메모리 및 지식
Mine your Claude Code and Codex logs into a local you.md agent profile.
메모리 및 지식
codeindex by scheidydude · ★275
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
메모리 및 지식
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
메모리 및 지식
YourMemory by sachitrafa · ★270
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
메모리 및 지식
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
메모리 및 지식
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
메모리 및 지식
Open-source platform for multi-agent AI orchestration, real-world asset tokenization, workflow automation. Includes OAuth 2.1 MCP agent mana
메모리 및 지식
mcp-victoriametrics by VictoriaMetrics · ★238
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
메모리 및 지식
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
메모리 및 지식
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
메모리 및 지식
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, imp
메모리 및 지식
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
메모리 및 지식
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
메모리 및 지식
remnic by joshuaswarren · ★223
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
메모리 및 지식
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
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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
메모리 및 지식
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
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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
메모리 및 지식
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Suppor
메모리 및 지식
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
메모리 및 지식
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and acto
메모리 및 지식
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
메모리 및 지식
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
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mengram by alibaizhanov · ★204
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
메모리 및 지식
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
메모리 및 지식
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
메모리 및 지식
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents v
메모리 및 지식
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
메모리 및 지식
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, a
메모리 및 지식
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
메모리 및 지식
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude
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piyaz by FrkAk · ★194
The agentic workspace where people and agents work together in the loop.
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The agentic workspace where people and agents work together in the loop.
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narsil-mcp by postrv · ★185
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
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Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
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FirstData by MLT-OSS · ★183
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
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The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
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claude-historian-mcp by Vvkmnn · ★179
📜 An MCP server for conversation history search and retrieval in Claude Code
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📜 An MCP server for conversation history search and retrieval in Claude Code
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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
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Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, C
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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
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🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's st
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zettelkasten-mcp by entanglr · ★167
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
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A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
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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
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Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for
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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.
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Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
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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
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Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP serve
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turbovault by Epistates · ★154
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
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Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
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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
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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
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mneme by slow-stack · ★150
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
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🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
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teams-mcp by floriscornel · ★145
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
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MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
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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
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OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM fo
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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
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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
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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
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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
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자주 묻는 질문
순위는 어떻게 정하나요?
GitHub 스타 수와 최근 활동을 기준으로 하며, 2026년 10월 15일에 업데이트한 공개 저장소 데이터를 사용합니다.
어떻게 설치하나요?
대부분의 서버는 클라이언트의 MCP 설정 파일에 npx, uvx 또는 Docker 명령을 추가하면 됩니다. Claude Desktop, Cursor, VS Code 설치 가이드에서 단계별로 설명합니다.
Claude Desktop에 MCP 서버 설치하는 방법 (단계별)
Cursor에 MCP 서버 설치하는 방법 (mcp.json 가이드)