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

Llm Cost EstimatorOfficial

io.github.waqarulwahab/llm-cost-estimator

Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key.

AI & Machine LearningDevelopment & Coding

LAMA0TypeScriptv0.3.1npm

Code Context GateOfficial

io.github.wisdomrock/code-context-gate

Context-aware code retrieval MCP server — ranked, gated results for AI coding agents

Development & CodingAI & Machine Learning

LAMA0TypeScriptv0.1.1npm

SwitchboardOfficial

io.github.wkoverfield/switchboard

A firewall and password manager for AI coding agents: scoped, expiring access to their tools.

SecurityAI & Machine Learning

LAMA0TypeScript1,199/mov0.1.6npm

xpay Content ResearchOfficial

io.github.xpaysh/content-research

40+ content research tools. Perplexity, Tavily, Semantic Scholar, FLUX, Ideogram, Recraft.

Search & WebAI & Machine Learning

LAMC0v1.0.0remote

xpay Media StudioOfficial

io.github.xpaysh/media

25+ AI media tools. FLUX, Ideogram, Recraft, Stability AI, MiniMax video, Kokoro TTS.

Media & DesignAI & Machine Learning

LAMC0v1.0.0remote

Cg Agent KitOfficial

io.neosyn/cg-agent-kit

AI-agent MCP server for FPGA design: compile, validate & generate Verilog from C⏚ HDL.

Development & CodingAI & Machine Learning

LAMA0Pythonv0.1.1pypi

MCPOfficial

market.mtok/mcp

Spot market for AI inference tokens, by agents for agents. Free beta, everything clears at $0.

Finance & CryptoAI & Machine Learning

LAMA016 toolsv1.0.0remote

BullrunOfficial

org.bull-run/bullrun

Global stock research, ML forecasts, valuation signals, screeners & portfolio tracking in Claude

Finance & CryptoAI & Machine Learning

LAMA0TypeScript14 toolsv0.1.2remote

VirtualFlyBrainOfficial

org.virtualflybrain/vfb3-mcp

MCP server for Drosophila neuroscience data from VirtualFlyBrain

Data & DatabasesAI & Machine Learning

LAMC0TypeScript3 toolsv1.8.1remote

Future Video StudioOfficial

video.future/future-video-studio

Create and manage cinematic AI video renders through the Future Video Studio Agent API.

Media & DesignAI & Machine Learning

LAMA0Pythonv0.1.8pypiremote

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

Mind MapOfficial

io.github.nerfels/mind-map

Experimental code intelligence platform for Claude Code with AST parsing and context analysis

Development & CodingAI & Machine Learning

LAMD2TypeScriptv1.12.13npm

Semantic FrameOfficial

io.github.Anarkitty1/semantic-frame

Token-efficient semantic compression for numerical data. 95%+ token reduction.

AI & Machine Learning

LAMD1Pythonv0.2.1pypi

Keyphrases MCPOfficial

io.github.IvanRublev/keyphrases-mcp

An MCP server to extract keyphrases from a text with the BERT model

AI & Machine Learning

LAMD1Pythonv0.0.4pypi

SutraOfficial

io.github.4rgon4ut/sutra

Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

AI & Machine LearningKnowledge & Memory

LAMD0Pythonv0.1.1pypi

Mhlabs MCP ToolsOfficial

io.github.MusaddiqueHussainLabs/mhlabs_mcp_tools

An MCP server that provides text preprocessing, NLP components, and document analysis

AI & Machine LearningDevelopment & Coding

LAMD0Pythonv3.0.0pypi

Synclub DxtOfficial

io.github.Synclub-tech/synclub-dxt

SynClub MCP Server for AI-powered comic creation with script generation and image tools

Media & DesignAI & Machine Learning

LAMD0JavaScriptv0.6.0

Artin0123 Gemini Image MCP ServerOfficial

ai.smithery/Artin0123-gemini-image-mcp-server

Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…

AI & Machine LearningMedia & Design

LAMD2TypeScriptv1.4.3remote

AgentictradeOfficial

io.github.miranttie/agentictrade

AI service marketplace — agents discover, call, and pay for API services automatically.

AI & Machine LearningCommerce & Marketing

LAMC2Python5 toolsv1.0.0remote

Browser UseOfficial

io.github.therealtimex/browser-use

AI browser automation - navigate, click, type, extract content, and run autonomous web tasks

Browser & AutomationAI & Machine Learning

LAMD0Pythonv0.7.10pypi

MCP PickaxeOfficial

io.github.aplaceforallmystuff/mcp-pickaxe

MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

AI & Machine LearningData & Databases

LAMB2JavaScriptv1.0.1npm

RostroOfficial

dev.rostro/rostro

Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more.

Media & DesignAI & Machine Learning

LAMD0v1.0.0remote

elisymOfficial

io.github.elisymlabs/elisym-mcp

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

AI & Machine LearningCommunication & Messaging

LAMB0Rustv0.8.9npmdeprecated

elisym protocolOfficial

io.github.elisymprotocol/elisym-mcp

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

AI & Machine LearningCommunication & Messaging

LAMB0Rustv0.3.16npmdeprecated