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

Llmtest MCPOfficial

io.github.tjacquesson/llmtest-mcp

Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

AI & Machine LearningDevelopment & Coding

LAMB0JavaScriptv0.6.1npm

AnvxOfficial

io.github.tje8x/anvx

Track and optimize AI API spending across 16 providers with live pricing.

Finance & CryptoAI & Machine Learning

MA0Pythonv0.1.0pypi

Aidatataskrunner MCPOfficial

io.github.TradeSystemsNique/aidatataskrunner-mcp

MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP

Data & DatabasesAI & Machine Learning

MB0v1.0.0pypi

RPCS-1 Agent Tuner & TranslatorOfficial

io.github.travisbergen2/rpcs1-agent-tuner

Diagnose AI agent failures & translate ambiguous human input into clear intent using RPCS-1.

Development & CodingAI & Machine Learning

LAMA0TypeScriptv0.2.2remote

UCM — Universal Commerce MarketplaceOfficial

io.github.ucmai/ucm

API marketplace for AI agents — 100 services, 87 free, one API key

AI & Machine LearningCommerce & Marketing

MC0246/mov0.3.3npm

VerifyAXOfficial

io.github.verifyax/mcp-server

Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.

AI & Machine LearningDevelopment & Coding

LAMA0TypeScript853/mov0.2.1npm

Vicsee MCP ServerOfficial

io.github.vicseeai/vicsee-mcp-server

Generate, edit and upscale AI video and images from any agent via VicSee.

Media & DesignAI & Machine Learning

LAMA0TypeScriptv0.3.2npm

Bench Agent DiscoveryOfficial

io.github.VirajMishra1/bench

Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

AI & Machine LearningKnowledge & Memory

LAMA0TypeScript3 toolsv0.1.0remote

WorkoraiOfficial

io.github.work0r-ai/workorai

WorkorAI talent marketplace MCP: candidate job search and employer hiring with explainable matching

Commerce & MarketingAI & Machine Learning

LAMA0JavaScript29 toolsv0.4.3remote

HuangtingFlux — Huangting Protocol MCP ServerOfficial

io.github.XianDAO-Labs/huangting-flux

Reduces AI Agent token usage by 40% via three-stage SOP workflow.

AI & Machine Learning

MC0Pythonv5.1.0remote

Mlua SwarmOfficial

io.github.ynishi/mlua-swarm

MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

Development & CodingAI & Machine Learning

LAMA0Rustv0.4.1oci

P402Official

io.github.Z333Q/p402

Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat fee.

Finance & CryptoAI & Machine Learning

LAMA0TypeScriptv1.0.0npm

Zentric Protocol MCPOfficial

io.github.ZentricProtocol/zentric-protocol-mcp

Prompt injection + PII detection for LLM apps and agent pipelines. Deterministic, sub-25ms.

SecurityAI & Machine Learning

MA0HTMLv0.1.3npm

Acornonaut MCP ServerOfficial

io.github.zerolve-io/acornonaut

AI-powered YouTube to flashcards with spaced repetition and Anki export

Knowledge & MemoryAI & Machine Learning

LAMA0Dockerfilev2.5.5remote

Trunk Flaky TestsOfficial

io.trunk/mcp-server

Flaky test detection, root cause analysis, and fix suggestions for development teams.

Development & CodingAI & Machine Learning

MC0v1.1.0remote

StudioSphere Pulse — Audio IntelligenceOfficial

space.studiosphere/pulse

Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay per second.

Media & DesignAI & Machine Learning

LAMA08 toolsv1.0.2remote

Governance MCPOfficial

works.mima/governance-mcp

AI governance evidence for EU AI Act, ISO 42001, SOC 2, and NIST AI RMF.

SecurityAI & Machine Learning

MA0TypeScriptv0.1.13npm

MCP ServerOfficial

xyz.lonestaroracle/mcp-server

45 AI data tools for agents — crypto, DeFi risk, audits, equities, energy, and more.

Finance & CryptoAI & Machine Learning

LAMA0Python45 toolsv1.1.1remote

ModelmeterOfficial

xyz.modelmeter/modelmeter

The changelog of record for the AI stack: sunset checks, deprecations, pricing, and model events.

AI & Machine LearningKnowledge & Memory

LAMA0JavaScript7 toolsv1.0.0remote

Agent Never Give UpOfficial

io.github.askman-dev/agent-never-give-up

An escape guide for coding agents, providing structured thinking tools to help agents unstick.

Development & CodingAI & Machine Learning

MD5TypeScriptv0.1.0npm

Image Recognition MCPOfficial

io.github.shalevshalit/image-recognition-mcp

MCP server for AI-powered image recognition and description using OpenAI vision models.

AI & Machine LearningMedia & Design

MD5JavaScriptv1.0.0npm

Image Recongnition MCPOfficial

io.github.shalevshalit/image-recongnition-mcp

MCP server for AI-powered image recognition and description using OpenAI vision models.

AI & Machine LearningMedia & Design

MD5JavaScriptv1.0.0npm

qsearchOfficial

io.github.theYahia/qsearch

Multi-engine search for AI agents. Trust scoring, local corpus, MCP-native. Self-hostable, BYOK.

Search & WebAI & Machine Learning

LAMA2JavaScriptv0.4.0remote

PublishreadyOfficial

io.github.veldica/publishready

PublishReady: Deterministic writing control with local-first metrics and AI prose audits.

Productivity & DocsAI & Machine Learning

LAMB2TypeScriptv1.0.5npm