MCP servers for memory, reasoning and other models.

AI & memory

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206 results

mcp-server-elasticsearchMCP serverNot claimed

MCP server for Elastic Search

MCP ServersApache-2.0Unknown
Quality Score89
Confidence1.00
GitHub stars★ 718
nanoMuseMCP serverNot claimed

nanoMuse: an open-source personal agent for every device you own. One agent with a name and a look of its own that does things, keeps working while the app is closed, remembers you, and asks before anything you cannot undo. On Android, iPhone and iPad, Windows / macOS / Linux and in the browser; you

MCP ServersGPL-3.0Unknown
Quality Score84
Confidence1.00
GitHub stars★ 1,264
agent-bridgeMCP serverNot claimed

A local bridge for bidirectional collaboration between Claude Code and Codex. 连接 Claude Code 与 Codex 的本地实时协作桥接工具。

MCP ServersMITUnknown
Quality Score93
Confidence1.00
GitHub stars★ 394
mcp-agentMCP serverNot claimed

Build effective agents using Model Context Protocol and simple workflow patterns

MCP ServersApache-2.0Unknown
Quality Score76
Confidence1.00
GitHub stars★ 8,573
InterceptorMCP serverNot claimed

Browser automation and computer use for AI agents. One CLI and MCP server for your signed-in browser, native macOS apps, and real iPhones.

MCP ServersLicense unknownUnknown
Quality Score79
Confidence1.00
GitHub stars★ 540
multimodal-agents-courseMCP serverNot claimed

An MCP Multimodal AI Agent with eyes and ears!

MCP ServersApache-2.0Unknown
Quality Score54
Confidence1.00
GitHub stars★ 581
human-skill-treeMCP serverNot claimed

🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记:AI 驱动的终身学习技能树

MCP ServersLicense unknownUnknown
Quality Score67
Confidence1.00
GitHub stars★ 572
CoexistAIMCP serverNot claimed

CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.

MCP ServersLicense unknownUnknown
Quality Score60
Confidence1.00
GitHub stars★ 527
LLM-Agents-Ecosystem-HandbookMCP serverNot claimed

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

MCP ServersMITUnknown
Quality Score58
Confidence1.00
GitHub stars★ 555
memtrace-publicMCP serverNot claimed

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

MCP ServersLicense unknownUnknown
Quality Score87
Confidence1.00
GitHub stars★ 496
copilot-mcpMCP serverNot claimed

A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

MCP ServersGPL-3.0Unknown
Quality Score79
Confidence1.00
GitHub stars★ 505
pgmcpMCP serverNot claimed

An MCP server to query any Postgres database in natural language.

MCP ServersLicense unknownUnknown
Quality Score71
Confidence1.00
GitHub stars★ 542
STS2MCPMCP serverNot claimed

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

MCP ServersMITUnknown
Quality Score85
Confidence1.00
GitHub stars★ 520
agent-opforMCP serverNot claimed

Open-source adversary emulation for AI agents and MCP servers.

MCP ServersLicense unknownUnknown
Quality Score85
Confidence1.00
GitHub stars★ 583
atomic-agentMCP serverNot claimed

Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via llama.cpp.

MCP ServersMITUnknown
Quality Score94
Confidence1.00
GitHub stars★ 3,342
OmniRouteMCP serverNot claimed

Never stop coding. Free MIT AI gateway: one endpoint, 359 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/

MCP ServersMITUnknown
Quality Score95
Confidence1.00
GitHub stars★ 76,970
oh-my-claudecodeMCP serverNot claimed

Teams-first Multi-agent orchestration for Claude Code

MCP ServersMITUnknown
Quality Score95
Confidence1.00
GitHub stars★ 39,936
CorbellMCP serverNot claimed

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

MCP ServersApache-2.0Unknown
Quality Score82
Confidence1.00
GitHub stars★ 630
sqzMCP serverNot claimed

Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.

MCP ServersApache-2.0Unknown
Quality Score94
Confidence1.00
GitHub stars★ 648
CambiumMCP serverNot claimed

Governance standard and reference toolset for LLM-maintained knowledge corpora

MCP ServersLicense unknownUnknown
Quality Score58
Confidence1.00
GitHub stars★ 592