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MCP Catalog

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

Short Video Agent KitOfficial
io.github.davidmosiah/short-video-agent-kit

Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/Grok, Seedance.

Media & DesignAI & Machine Learning
LAMA0JavaScriptv0.1.7npm
SciWeaveOfficial
io.github.desci-labs/sciweave-mcp

AI research grounded in 300M scientific works — every citation a verifiable DOI.

Knowledge & MemoryAI & Machine Learning
MB0TypeScriptv1.0.0remote
Leakguard MCPOfficial
io.github.doazvjettu/leakguard-mcp

Static analyzer flagging lookahead bias & data leakage in ML/trading code before backtest.

AI & Machine LearningSecurity
LAMA0Pythonv0.1.1pypi
MCP Server LolOfficial
io.github.ebrunet001/mcp-server-lol

League of Legends AI coaching: player profiles, match history, ranked stats & performance analysis

AI & Machine Learning
LAMA0TypeScriptv2.0.44remote
MCP Server TftOfficial
io.github.ebrunet001/mcp-server-tft

Teamfight Tactics AI coaching: composition analysis, augment optimization & improvement tips

AI & Machine Learning
LAMA0TypeScriptv1.0.20remote
JCGE Agent InterfaceOfficial
io.github.equicirco/JCGEAgentInterface.jl

MCP server for JCGE discovery, modeling guidance, solving, validation, and equation rendering.

Data & DatabasesAI & Machine Learning
LAMB0Juliav0.1.1oci
SkillFM BeaconOfficial
io.github.ericm1018/skillfm

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

AI & Machine LearningCloud & DevOps
LAMB0JavaScriptv0.1.0npm
EtymoltOfficial
io.github.etymolt/mcp-server

Brand-name verification MCP — five-axis signed verdicts for AI-generated names.

Commerce & MarketingAI & Machine Learning
MA0TypeScriptv2.1.0npm
VolcengineOfficial
io.github.ExpertVagabond/volcengine

ByteDance Volcano Engine (Doubao) MCP server

Cloud & DevOpsAI & Machine Learning
LAMC0Rustv1.0.1npm
WatsonxOfficial
io.github.ExpertVagabond/watsonx

IBM watsonx.ai MCP server for Claude integration

AI & Machine LearningCloud & DevOps
LAMC0JavaScriptv1.0.1npm
RagOfficial
io.github.fieldcure/rag

MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.

AI & Machine LearningKnowledge & Memory
LAMB0C#v2.5.1nuget
Fitness AI ConnectorOfficial
io.github.fmp-projects/fitness-ai-connector

Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.

Data & DatabasesAI & Machine Learning
MA0v2.0.0remote
X402 Ads MCPOfficial
io.github.forgemeshlabs/x402-ads-mcp

x402 ad recommendations, intent analytics, and machine-commerce demand reports.

Commerce & MarketingAI & Machine Learning
LAMA0JavaScriptv0.1.4npm
Decision Intelligence MCPOfficial
io.github.gabrielmahia/decision-intelligence-mcp

classical-strategy-mcp

AI & Machine Learning
LAMA0Pythonv0.1.1pypi
Tafsiri MCPOfficial
io.github.gabrielmahia/tafsiri-mcp

tafsiri-mcp

Communication & MessagingAI & Machine Learning
LAMA0Pythonv0.1.3pypi
Phaedo MCPOfficial
io.github.galavoxx/phaedo-mcp

Carry your Phaedo cognitive fingerprint into any MCP client: style injection + decision consults.

Knowledge & MemoryAI & Machine Learning
LAMA0JavaScriptv0.1.1npm
GenudoOfficial
io.github.genudo-ai/genudo_mcp

Build & manage Genudo AI agents for any messaging channel — pipelines, integrations, knowledge.

AI & Machine LearningCommunication & Messaging
LAMA0JavaScript825/mov1.1.1npm
GlianaAIOfficial
io.github.Gliana-Labs/gliana-ai-mcp

Pay-per-call AI: 59 generative models (image, video, music, speech). No signup, no API key.

AI & Machine Learning
MA0JavaScriptv0.3.2npm
redlineOfficial
io.github.gowtham0992/redline

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Development & CodingAI & Machine Learning
LAMA0Pythonv0.3.0pypi
Drug Interaction CheckerOfficial
io.github.guptaprakhariitr/drug-interaction-mcp

Drug-drug interaction checker for clinical LLMs using RxNorm and DailyMed.

AI & Machine LearningSecurity
MA0TypeScriptv0.2.1remote
MCP ServerOfficial
io.github.humantextpro/mcp-server

AI text detection and humanization for Claude Code, Cursor, and Windsurf.

AI & Machine LearningDevelopment & Coding
LAMC0JavaScriptv1.0.3npm
Space OcrOfficial
io.github.hwang-yh-cto/space-ocr

Multilingual structured OCR with verified per-character bboxes for AI agents.

AI & Machine LearningMedia & Design
MB0JavaScriptv0.1.3npm
Code AssistantOfficial
io.github.j0hanz/code-assistant

Gemini-powered MCP server for code analysis.

Development & CodingAI & Machine Learning
MC0TypeScriptv2.0.0npm
Code LensOfficial
io.github.j0hanz/code-lens

Gemini-powered MCP server for code analysis.

Development & CodingAI & Machine Learning
MC0TypeScriptv0.12.0npm