MCP Catalog

Browse 1,664 Model Context Protocol servers · AI & Machine LearningClear

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

Cure Cancer With AIOfficial

io.github.hifarrer/cure-cancer-with-ai

Free oncology data (research, trials, FDA approvals, news) plus IBM MAMMAL biomedical predictions.

AI & Machine LearningData & Databases

MA015 toolsv1.0.0remote

Stytrix MCPOfficial

io.github.hirosichen/stytrix-mcp

AI fashion design MCP: generate concepts, models, fabrics & looks live on your StyTrix canvas.

Media & DesignAI & Machine Learning

MA0v1.0.0remote

Voting MCPOfficial

io.github.HrishiKabra/voting-mcp

Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.

AI & Machine Learning

MA0Pythonv0.1.3pypi

AI Workbench MCPOfficial

io.github.hrishikesh-thakre/ai-workbench-mcp

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Development & CodingAI & Machine Learning

LAMA0Pythonv0.6.0a0pypi

XHelio-SPICEOfficial

io.github.huangzesen/xhelio-spice

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

Data & DatabasesAI & Machine Learning

LAMA0Pythonv0.5.1pypi

Collective MemoryOfficial

io.github.Hustada/collective-memory

MCP server for persistent, semantic memory across AI sessions

Knowledge & MemoryAI & Machine Learning

LAMB0TypeScriptv0.1.2npm

Atlas PipelineOfficial

io.github.IamNishant51/atlas-pipeline

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

Development & CodingAI & Machine Learning

LAMB0TypeScriptv1.0.2npm

ResearchOfficial

io.github.ilo415/research

AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.

Search & WebAI & Machine Learning

MA0JavaScriptv1.1.0npm

MCP ServerOfficial

io.github.infino-ai/mcp-server

Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.

Data & DatabasesAI & Machine Learning

LAMA0JavaScriptv0.2.0npm

SimulatteOfficial

io.github.Iqbalahmed7/simulatte

Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.

AI & Machine LearningData & Databases

LAMA0TypeScriptv0.1.1npm

Cotforce MCPOfficial

io.github.islobodan/cotforce-mcp

Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.

AI & Machine Learning

LAMB0TypeScriptv1.1.3npm

Agent Guardrail MCP ServerOfficial

io.github.JarvisOnM4/agent-guardrail

Action-level governance for AI agents -- control what they DO, not what they SAY

SecurityAI & Machine Learning

LAMC0Pythonv0.1.2pypi

Maasy — AI Marketing CopilotOfficial

io.github.Jbelieve/maasy

AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and skills for Claude.

Commerce & MarketingAI & Machine Learning

MB0JavaScriptv1.3.1npm

GoldholdOfficial

io.github.jerrysrodz/goldhold

Persistent memory for AI agents. Search, store, and recall across sessions.

Knowledge & MemoryAI & Machine Learning

MC0JavaScriptv1.5.1npmremote

Seedance MCPOfficial

io.github.Jing7ao/seedance-mcp

Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频

Media & DesignAI & Machine Learning

MB0TypeScriptv1.1.0npm

TenOfficial

io.github.johnbeans/ten

Ten formal algebra for machine intelligence — encode, decode, compose, and verify

AI & Machine LearningDevelopment & Coding

LAMC0Pythonv0.1.0pypi

Fusion MCPOfficial

io.github.Jolymmiles/fusion-mcp

Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no OpenRouter.

AI & Machine Learning

MA0Pythonv0.1.0pypi

Omnarai MCPOfficial

io.github.justjlee/omnarai-mcp

Deliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus.

AI & Machine LearningKnowledge & Memory

LAMA0JavaScriptv1.3.3npm

Gemini Audio MCPOfficial

io.github.jxoesneon/gemini-audio-mcp

High-performance audio, music, and voice generation MCP server for Gemini 2.5 and Lyria 3.

Media & DesignAI & Machine Learning

LAMA0Rustv0.1.0oci

Memory Nexus MCPOfficial

io.github.KairosMobius/memory-nexus-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Knowledge & MemoryAI & Machine Learning

LAMC0JavaScriptv1.0.0npm

Nexus Memory MCPOfficial

io.github.KairosMobius/nexus-memory-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Knowledge & MemoryAI & Machine Learning

LAMC0JavaScriptv1.0.2npm

Trustmodel MCPOfficial

io.github.karlmehta/trustmodel-mcp

Score any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and agents.

AI & Machine LearningSecurity

MA0TypeScriptv0.2.0npm

Laviya Agent SkillsOfficial

io.github.kartegagithub/laviya-agent-skills

Laviya AI Orchestration MCP runtime for IDE and agent integrations.

Development & CodingAI & Machine Learning

MA0TypeScript761/mov0.1.23npm

Nerq Trust EngineOfficial

io.github.kbanilsson-pixel/nerq-trust-engine

AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agents. Free.

AI & Machine LearningSecurity

LAMC0Pythonv1.0.0remote