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

Aiseo AuditOfficial

io.github.agencyenterprise/aiseo-audit

Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).

Search & WebAI & Machine Learning

LAMB5TypeScriptv1.5.0npm

Aperion ShieldOfficial

io.github.AperionAI/shield

Local guardrail proxy that blocks destructive MCP tool calls, rug pulls, and tool poisoning

SecurityAI & Machine Learning

LAMA5Rustv1.0.1oci

MathlasOfficial

io.github.Archerkattri/mathlas

Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.

AI & Machine LearningData & Databases

LAMA5Pythonv1.5.0pypi

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

Citation IntelligenceOfficial

io.github.AutomateLab-tech/citation-intelligence

Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.

Search & WebAI & Machine Learning

LAMA5TypeScriptv0.12.0npm

Langchain MCPOfficial

io.github.baixianger/langchain-mcp

LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)

Development & CodingAI & Machine Learning

MC5TypeScriptv2.0.0npm

Model LedgerOfficial

io.github.block/model-ledger

Model inventory and governance: trace deployed models and their dependencies as an append-only log

Cloud & DevOpsAI & Machine Learning

LAMA5Pythonv0.7.9pypi

Browser GatewayOfficial

io.github.browser-gateway/browser-gateway

AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.

Browser & AutomationAI & Machine Learning

LAMA5TypeScriptv0.3.5npm

Math MCP LearningOfficial

io.github.clouatre-labs/math-mcp-learning-server

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

AI & Machine LearningProductivity & Docs

MA5Python17 toolsv0.12.1pypiremote

Protein MCP ServerOfficial

io.github.cyanheads/protein-mcp-server

MCP Server for 3D protein structural data retrieval & analysis from RCSB PDB, PDBe, and UniProt.

Data & DatabasesAI & Machine Learning

LAMA5TypeScript288/mov1.0.3npm

Pixel SurgeonOfficial

io.github.j-east/pixel-surgeon

AI image and video generation, editing, and region repair via Gemini, OpenAI, and Grok.

Media & DesignAI & Machine Learning

LAMB5JavaScriptv1.1.1npm

RagalgoOfficial

io.github.kokogo100/ragalgo

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

AI & Machine LearningFinance & Crypto

MC5JavaScriptv1.0.0npm

SophonOfficial

io.github.lacausecrypto/sophon

Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary.

Finance & CryptoAI & Machine Learning

LAMA5Rustv0.5.4npm

MetrillmOfficial

io.github.MetriLLM/metrillm

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

AI & Machine LearningDevelopment & Coding

LAMB5TypeScriptv0.2.6npm

AgentSUMOOfficial

io.github.mw-jeong/agentsumo-mcp

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

AI & Machine LearningDevelopment & Coding

LAMA5Pythonv0.1.2pypi

OsmpOfficial

io.github.Octid-io/osmp

Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel.

AI & Machine LearningDevelopment & Coding

MB5Pythonv1.3.3pypi

LeafenginesOfficial

io.github.QWarranto/leafengines

🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE TurboQuant.

AI & Machine Learning

LAMA5JavaScriptv2.0.8npm

Portkey Admin MCPOfficial

io.github.s-b-e-n-s-o-n/portkey-admin-mcp

Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.

Cloud & DevOpsAI & Machine Learning

LAMA5TypeScriptv0.3.4npm

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

Skillfed MCPOfficial

io.github.skill-federation/skillfed-mcp

Find vetted agent skills for your task — privacy-preserving skill discovery over MCP.

AI & Machine LearningKnowledge & Memory

LAMA5Pythonv0.1.3npm

Styx MCP ServerOfficial

io.github.timmx7/styx-mcp-server

MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, and Mistral.

AI & Machine LearningCloud & DevOps

LAMA5TypeScriptv1.0.0npm

AgentpayOfficial

io.github.up2itnow0822/agentpay

Non-custodial x402 payment MCP server for AI agents. Wallets and payments on 17 chains.

Finance & CryptoAI & Machine Learning

LAMA5TypeScriptv3.1.0npm

OculoOfficial

io.github.xidik12/oculo

AI-powered native browser with 12 MCP tools. ~30 tokens per page.

Browser & AutomationAI & Machine Learning

LAMC5TypeScriptv0.4.1npm