Memory & Knowledge MCP servers
97 servers, ranked by GitHub stars.
ruflo by ruvnet · ★74702
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
Memory & Knowledge
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.
Memory & Knowledge
context-mode by mksglu · ★29252
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
Memory & Knowledge
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing acr
Memory & Knowledge
Trail-Code by trailhq · ★10034
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
Memory & Knowledge
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebas
Memory & Knowledge
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
Memory & Knowledge
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in
Memory & Knowledge
semble by MinishLab · ★6209
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Memory & Knowledge
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Memory & Knowledge
cortex by cortex-docs · ★3248
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
Memory & Knowledge
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Conne
Memory & Knowledge
kordoc by chrisryugj · ★2452
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R
Memory & Knowledge
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
Memory & Knowledge
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via
Memory & Knowledge
cheatengine-mcp-bridge by miscusi-peek · ★1644
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using
Memory & Knowledge
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using
Memory & Knowledge
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
Memory & Knowledge
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI
Memory & Knowledge
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
Memory & Knowledge
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills
Memory & Knowledge
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
Memory & Knowledge
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchorin
Memory & Knowledge
open-reverselab by LING71671 · ★1262
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF
Memory & Knowledge
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF
Memory & Knowledge
solomd by zhitongblog · ★1262
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
Memory & Knowledge
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
Memory & Knowledge
deja-vu by vshulcz · ★1201
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobil
Memory & Knowledge
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.
Memory & Knowledge
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
Memory & Knowledge
memory-bank-mcp by alioshr · ★920
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
Memory & Knowledge
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
Memory & Knowledge
unifi-mcp by sirkirby · ★904
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
Memory & Knowledge
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
Memory & Knowledge
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
Memory & Knowledge
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that al
Memory & Knowledge
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
Memory & Knowledge
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravit
Memory & Knowledge
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
Memory & Knowledge
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs work
Memory & Knowledge
context-space by context-space · ★812
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
Memory & Knowledge
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
Memory & Knowledge
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
Memory & Knowledge
Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sess
Memory & Knowledge
codanna by bartolli · ★755
Local code intelligence MCP server and CLI for AI coding agents
Memory & Knowledge
Local code intelligence MCP server and CLI for AI coding agents
Memory & Knowledge
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
Memory & Knowledge
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's patter
Memory & Knowledge
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
Memory & Knowledge
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loo
Memory & Knowledge
obsidian-mcp-server by cyanheads · ★695
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
Memory & Knowledge
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
Memory & Knowledge
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
Memory & Knowledge
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegati
Memory & Knowledge
FLUJO by mario-andreschak · ★661
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
Memory & Knowledge
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
Memory & Knowledge
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
Memory & Knowledge
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe
Memory & Knowledge
Corbell by Corbell-AI · ★630
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Memory & Knowledge
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Memory & Knowledge
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
Memory & Knowledge
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling pars
Memory & Knowledge
Cambium by KimGLee · ★586
Governance standard and reference toolset for LLM-maintained knowledge corpora
Memory & Knowledge
Governance standard and reference toolset for LLM-maintained knowledge corpora
Memory & Knowledge
multimodal-agents-course by the-ai-merge · ★581
An MCP Multimodal AI Agent with eyes and ears!
Memory & Knowledge
An MCP Multimodal AI Agent with eyes and ears!
Memory & Knowledge
docsagent by docsagent · ★572
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
Memory & Knowledge
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca
Memory & Knowledge
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.
Memory & Knowledge
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
Memory & Knowledge
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
Memory & Knowledge
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, C
Memory & Knowledge
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
Memory & Knowledge
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene
Memory & Knowledge
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
Memory & Knowledge
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies
Memory & Knowledge
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
Memory & Knowledge
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Her
Memory & Knowledge
solon-ai by opensolon · ★463
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca
Memory & Knowledge
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It ca
Memory & Knowledge
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
Memory & Knowledge
Self-hosted 24/7 personal AI agent that runs on your own machine — memory, schedules, tools and credentials stay local. Single Go binary wit
Memory & Knowledge
outlook-mcp by ryaker · ★444
MCP server for Claude to access Outlook data via Microsoft Graph API
Memory & Knowledge
MCP server for Claude to access Outlook data via Microsoft Graph API
Memory & Knowledge
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
Memory & Knowledge
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set
Memory & Knowledge
Context-Engine by Context-Engine-AI · ★401
Context-Engine MCP - Agentic Context Compression Suite
Memory & Knowledge
Context-Engine MCP - Agentic Context Compression Suite
Memory & Knowledge
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
Memory & Knowledge
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memor
Memory & Knowledge
AgentRecall-X by Goldentrii · ★371
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
Memory & Knowledge
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
Memory & Knowledge
mcp-documentation-server by andrea9293 · ★343
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
Memory & Knowledge
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •
Memory & Knowledge
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
Memory & Knowledge
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo
Memory & Knowledge
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.
Memory & Knowledge
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
emulo by ohad6k · ★295
Mine your Claude Code and Codex logs into a local you.md agent profile.
Memory & Knowledge
Mine your Claude Code and Codex logs into a local you.md agent profile.
Memory & Knowledge
codeindex by scheidydude · ★275
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
Memory & Knowledge
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
Memory & Knowledge
YourMemory by sachitrafa · ★270
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Memory & Knowledge
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Memory & Knowledge
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
Memory & Knowledge
Open-source platform for multi-agent AI orchestration, real-world asset tokenization, workflow automation. Includes OAuth 2.1 MCP agent mana
Memory & Knowledge
mcp-victoriametrics by VictoriaMetrics · ★238
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
Memory & Knowledge
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
Memory & Knowledge
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
Memory & Knowledge
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, imp
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
remnic by joshuaswarren · ★223
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
Memory & Knowledge
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/H
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Suppor
Memory & Knowledge
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
Memory & Knowledge
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and acto
Memory & Knowledge
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
Memory & Knowledge
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
Memory & Knowledge
mengram by alibaizhanov · ★204
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
Memory & Knowledge
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python &
Memory & Knowledge
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
Memory & Knowledge
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents v
Memory & Knowledge
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
Memory & Knowledge
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, a
Memory & Knowledge
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
Memory & Knowledge
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude
Memory & Knowledge
piyaz by FrkAk · ★194
The agentic workspace where people and agents work together in the loop.
Memory & Knowledge
The agentic workspace where people and agents work together in the loop.
Memory & Knowledge
narsil-mcp by postrv · ★185
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
Memory & Knowledge
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
Memory & Knowledge
FirstData by MLT-OSS · ★183
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
Memory & Knowledge
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
Memory & Knowledge
claude-historian-mcp by Vvkmnn · ★179
📜 An MCP server for conversation history search and retrieval in Claude Code
Memory & Knowledge
📜 An MCP server for conversation history search and retrieval in Claude Code
Memory & Knowledge
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
Memory & Knowledge
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, C
Memory & Knowledge
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
Memory & Knowledge
🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's st
Memory & Knowledge
zettelkasten-mcp by entanglr · ★167
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
Memory & Knowledge
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explo
Memory & Knowledge
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
Memory & Knowledge
Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for
Memory & Knowledge
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.
Memory & Knowledge
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Memory & Knowledge
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
Memory & Knowledge
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP serve
Memory & Knowledge
turbovault by Epistates · ★154
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
Memory & Knowledge
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
mneme by slow-stack · ★150
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
Memory & Knowledge
🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visual
Memory & Knowledge
teams-mcp by floriscornel · ★145
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
Memory & Knowledge
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
Memory & Knowledge
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
Memory & Knowledge
OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM fo
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
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
Memory & Knowledge
reshapr by reshaprio · ★135
The open source, no-code MCP Server for AI-Native API Access
Memory & Knowledge
The open source, no-code MCP Server for AI-Native API Access
Memory & Knowledge
Frequently asked questions
What is a Memory & Knowledge MCP server?
A Memory & Knowledge MCP server lets AI assistants such as Claude, Cursor or GitHub Copilot use memory & knowledge tools through the Model Context Protocol. 97 open-source options are listed here.
How is this list ranked?
By GitHub stars and recent activity, using public repository data refreshed on October 15, 2026.
How do I install one?
Most servers are added to your client’s MCP config file as an npx, uvx or Docker command. Our install guides for Claude Desktop, Cursor and VS Code walk through it step by step.
How to install MCP servers in Claude Desktop (step by step)
How to install MCP servers in Cursor (mcp.json guide)