MCP Catalog

Browse 723 Model Context Protocol servers · AI & Machine Learning · MIT LicenseClear

CategoryAll Data & Databases· 2,860 Development & Coding· 2,793 Search & Web· 2,475 Finance & Crypto· 2,251 Productivity & Docs· 2,207 Commerce & Marketing· 2,197 Cloud & DevOps· 2,043 Knowledge & Memory· 1,825 Security· 1,810 AI & Machine Learning· 1,664 Media & Design· 1,068 Communication & Messaging· 832 Browser & Automation· 668 Other· 280

Schelling ProtocolOfficial

io.github.codyz123/schelling-protocol

Universal coordination protocol for AI agents. Discovery, matching, and negotiation.

AI & Machine LearningCommunication & Messaging

LAMC4TypeScriptv3.0.1npm

Createya — AI Image & Video GenerationOfficial

io.github.Createya-ai/createya-mcp

100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing.

Media & DesignAI & Machine Learning

LAMB4Shellv1.0.0remote

MNE-MCPOfficial

io.github.Exekiel179/mne-mcp

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

AI & Machine LearningData & Databases

LAMA4Pythonv0.2.2pypi

Claude MCP BridgeOfficial

io.github.hampsterx/claude-mcp-bridge

Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.

Development & CodingAI & Machine Learning

LAMB4TypeScriptv0.6.1npm

MemographOfficial

io.github.Indhar01/memograph

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Knowledge & MemoryAI & Machine Learning

LAMA4Pythonv0.4.0pypi

Lacuna MCPOfficial

io.github.JOYLINK-LTD/lacuna-mcp

Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop & Code.

Media & DesignAI & Machine Learning

LAMA4TypeScriptv0.3.1npm

Mercury Spec OpsOfficial

io.github.n0zer0d4y/mercury-spec-ops

Modular MCP server for dynamic prompt generation and software development analysis tools

Development & CodingAI & Machine Learning

LAMD4TypeScriptv0.1.2npm

Imagine MCPOfficial

io.github.n24q02m/imagine-mcp

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

Media & DesignAI & Machine Learning

LAMA4Pythonv1.8.1pypioci

TokenripOfficial

io.github.silostack/tokenrip

Collaboration layer for AI agents. Publish assets, send messages, manage threads and contacts.

Communication & MessagingAI & Machine Learning

LAMA4TypeScriptv1.0.0remote

Gold MCPOfficial

io.github.ThaiTrevor/gold-mcp

MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, SMC, risk).

Finance & CryptoAI & Machine Learning

LAMA4Pythonv4.1.2pypi

TokenscopeOfficial

io.github.wartzar-bee/tokenscope

Analyze Claude Code token cost & context attribution. Local, read-only MCP server.

Development & CodingAI & Machine Learning

LAMB4JavaScriptv0.1.1npm

Promptibus MCPOfficial

com.promptibus/mcp

Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models.

AI & Machine Learning

LAMB3JavaScriptv0.9.0npm

MCP Seedream ProOfficial

io.github.AceDataCloud/mcp-seedream-pro

MCP server for ByteDance Seedream AI image generation

Media & DesignAI & Machine Learning

LAMA3Pythonv2026.7.4.1pypiremote

Openmm MCPOfficial

io.github.adacapo21/openmm-mcp

AI-native crypto trading MCP server — market data, orders, grid strategies & DeFi

Finance & CryptoAI & Machine Learning

LAMA3TypeScriptv1.0.5npm

MCP ServerOfficial

io.github.Agentled/mcp-server

Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.

AI & Machine LearningCloud & DevOps

LAMA3TypeScriptv0.18.1npm

Adaptive RecallOfficial

io.github.AIAppsAPI/adaptive-recall

Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

Knowledge & MemoryAI & Machine Learning

LAMB3v1.0.1npm

AlgoVault — Crypto Quant Trade CallsOfficial

io.github.AlgoVaultFi/crypto-quant-signal-mcp

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.

Finance & CryptoAI & Machine Learning

LAMA3TypeScript9 toolsv1.23.0npmremote

MCP WebgateOfficial

io.github.annibale-x/mcp-webgate

Web search that doesn't wreck your AI's memory.

Search & WebAI & Machine Learning

LAMC3Pythonv0.1.31pypi

MAXential Thinking MCPOfficial

io.github.BAM-DevCrew/MAXential-Thinking-MCP

11 focused tools for structured thinking, branching, revision, and navigation.

AI & Machine LearningProductivity & Docs

LAMB3TypeScriptv2.0.1npm

TokenSaverOfficial

io.github.Byggarepop/tokensaver

Structural warm start for AI coding agents in .NET: cheap Roslyn signature maps of C#/.NET files.

Development & CodingAI & Machine Learning

LAMA3C#v1.15.5nuget

MCP FactcheckOfficial

io.github.carlisia/mcp-factcheck

An MCP server that validates content against MCP specification using semantic search and AI

SecurityAI & Machine Learning

LAMD3Gov1.0.0oci

Aegis MCPOfficial

io.github.cleburn/aegis-mcp

Runtime governance enforcement for AI agents. Zero token overhead.

SecurityAI & Machine Learning

LAMB3TypeScriptv0.1.15npm

Omni NliOfficial

io.github.CogitatorTech/omni-nli

An MCP server for natural language inference

AI & Machine Learning

LAMC3Pythonv0.1.1pypi

DagpipeOfficial

io.github.devilsfave/dagpipe

Crash-proof LLM pipelines. Resumes from failure without a database.

Development & CodingAI & Machine Learning

LAMA3Pythonv0.2.3pypi