MCP servers for memory, reasoning and other models.

AI & memory

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206 results

context-spaceMCP serverNot claimed

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

MCP ServersAGPL-3.0Unknown
Quality Score57
Confidence1.00
GitHub stars★ 812
unifi-mcpMCP serverNot claimed

MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access

MCP ServersMITUnknown
Quality Score92
Confidence1.00
GitHub stars★ 905
mineru-tianshuMCP serverNot claimed

Tianshu - Enterprise AI all-in-one data preprocessing platform | PDF/Office to Markdown | MCP protocol AI assistant integration | Vue3+FastAPI full-stack solution | Document parsing | Multimodal information extraction

MCP ServersApache-2.0Unknown
Quality Score92
Confidence1.00
GitHub stars★ 843
NornicDBMCP serverNot claimed

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Au

MCP ServersMITUnknown
Quality Score90
Confidence1.00
GitHub stars★ 905
storybloqMCP serverNot claimed

Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sessions and follow progress in the Mac app.

MCP ServersLicense unknownUnknown
Quality Score91
Confidence1.00
GitHub stars★ 772
toolkitMCP serverNot claimed

Agentic tooling for Sentry

MCP ServersLicense unknownUnknown
Quality Score91
Confidence1.00
GitHub stars★ 928
open-ontologiesMCP serverNot claimed

Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.

MCP ServersMITUnknown
Quality Score96
Confidence1.00
GitHub stars★ 1,062
agent-qaMCP serverNot claimed

Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.

MCP ServersLicense unknownUnknown
Quality Score70
Confidence1.00
GitHub stars★ 906
BoxMCP serverNot claimed

The most advanced, fully offline client-side AI suite on Android today.

MCP ServersLicense unknownUnknown
Quality Score86
Confidence1.00
GitHub stars★ 917
heymMCP serverNot claimed

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

MCP ServersLicense unknownUnknown
Quality Score88
Confidence1.00
GitHub stars★ 1,167
KonnectMCP serverNot claimed

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

MCP ServersAGPL-3.0Unknown
Quality Score90
Confidence1.00
GitHub stars★ 985
Claude-SkillsMCP serverNot claimed

385 AI skills, 77 expert agents, and 900 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, research, and a LinkedIn toolkit. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.

MCP ServersLicense unknownUnknown
Quality Score86
Confidence1.00
GitHub stars★ 919
arkonMCP serverNot claimed

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

MCP ServersLicense unknownUnknown
Quality Score69
Confidence1.00
GitHub stars★ 1,493
aoci-codeMCP serverNot claimed

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code int

MCP ServersLicense unknownUnknown
Quality Score88
Confidence1.00
GitHub stars★ 1,564
RPAMCP serverNot claimed

Browser and desktop automation with an MCP server for AI assistants. Record macros or write JavaScript to automate websites, extract data, and control desktop apps with OCR and image recognition.

MCP ServersLicense unknownUnknown
Quality Score89
Confidence1.00
GitHub stars★ 2,077
mexMCP serverNot claimed

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

MCP ServersMITUnknown
Quality Score93
Confidence1.00
GitHub stars★ 1,767
gortexMCP serverNot claimed

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39

MCP ServersApache-2.0Unknown
Quality Score84
Confidence1.00
GitHub stars★ 1,901
jcodemunch-mcpMCP serverNot claimed

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

MCP ServersLicense unknownUnknown
Quality Score92
Confidence1.00
GitHub stars★ 2,773
agent-teams-aiMCP serverNot claimed

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub/Kiro/Z.AI/Xiaomi/MiniMax/Kimi(300+ models, 200+ LLM providers, free models n

MCP ServersAGPL-3.0Unknown
Quality Score95
Confidence1.00
GitHub stars★ 2,265
ViperMCP serverNot claimed

Adversary simulation and Red teaming platform with AI

MCP ServersLicense unknownUnknown
Quality Score79
Confidence1.00
GitHub stars★ 5,327