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

MCP SoraOfficial

io.github.AceDataCloud/mcp-sora

MCP server for OpenAI Sora AI video generation

Media & DesignAI & Machine Learning

LAMA1Pythonv2026.7.4.0pypiremote

Pentagonal MCPOfficial

io.github.Achilles1089/pentagonal-mcp

AI smart contract forge — 8-agent security audits, generation, and compilation across 8 chains

SecurityAI & Machine Learning

LAMA1TypeScriptv1.0.1npm

NeurohiveOfficial

io.github.AdelElo13/neurohive

Multi-agent memory intelligence with expertise tracking and conflict detection

Knowledge & MemoryAI & Machine Learning

LAMB1TypeScriptv1.0.2npm

Atlas ResearchOfficial

io.github.ahmedEid1/atlas-research

Read-only MCP over an agentic SLR workspace with per-claim citation verification

Knowledge & MemoryAI & Machine Learning

LAMB1TypeScriptv0.7.0remotedeprecated

astrodynamics-mcpOfficial

io.github.astro-tools/astrodynamics-mcp

Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.

Development & CodingAI & Machine Learning

LAMA1Pythonv0.4.0pypi

PromptSpeak GovernanceOfficial

io.github.chrbailey/promptspeak

Pre-execution governance for AI agents. Validates tool calls before they execute.

SecurityAI & Machine Learning

LAMA1TypeScriptv0.4.1npm

Optical Context MCPOfficial

io.github.ChrBoebel/optical-context-mcp

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

AI & Machine LearningData & Databases

LAMC1Pythonv0.1.4pypi

Coinopai MCPOfficial

io.github.clawdbotworker/coinopai-mcp

Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropayments, USDC/Base.

Finance & CryptoAI & Machine Learning

LAMA1JavaScriptv1.2.4npm

Uptimebolt MCP ServerOfficial

io.github.clm-cloud-solutions/uptimebolt-mcp-server

AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety

Cloud & DevOpsAI & Machine Learning

LAMC1TypeScriptv1.0.7npm

Llm AdvisorOfficial

io.github.Daichi-Kudo/llm-advisor

Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.

AI & Machine Learning

LAMA1TypeScript908/mov0.4.5npm

GuardrailsOfficial

io.github.ExpertVagabond/guardrails

AI Agent Guardrails MCP server - security layer

SecurityAI & Machine Learning

LAMC1Rustv1.0.1npm

Disruption Intelligence MCPOfficial

io.github.forgemeshlabs/disruption-intelligence-mcp

AI-native commercial disruption intelligence for MCP clients and x402-powered agents.

AI & Machine LearningCommerce & Marketing

LAMA1TypeScriptv0.1.4npm

ToolrouteOfficial

io.github.grossiweb/toolroute

Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.

AI & Machine LearningDevelopment & Coding

LAMA1TypeScriptv0.2.2npm

Hyperd MCPOfficial

io.github.hyperd-ai/hyperd-mcp

Pre-trade DeFi intelligence: 24 paid x402 tools incl. 6 synthesis verdicts, USDC on Base.

Finance & CryptoAI & Machine Learning

LAMA1JavaScript657/mov1.1.1npm

md-visionOfficial

io.github.japlete/md-vision

Read markdown with inlined images and index headings for agentic RAG workflows.

Knowledge & MemoryAI & Machine Learning

LAMA1Pythonv0.2.1npm

Tokencost DevOfficial

io.github.jeff-atriumn/tokencost-dev

LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM

AI & Machine Learning

LAMA1TypeScriptv0.1.3npm

CoverctlOfficial

io.github.klarlabs-studio/coverctl

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Development & CodingAI & Machine Learning

LAMA1Gov1.18.0mcpb

Llm Observability OrchestrationOfficial

io.github.mikerawsonnz/llm-observability-orchestration

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Cloud & DevOpsAI & Machine Learning

LAMA1Python1 toolv1.0.0remote

Llm Orchestration AgentOfficial

io.github.mikerawsonnz/llm-orchestration-agent

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Cloud & DevOpsAI & Machine Learning

LAMA1Python1 toolv1.0.0remote

Structured Output AgentOfficial

io.github.mikerawsonnz/structured-output-agent

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

AI & Machine LearningDevelopment & Coding

LAMA1Python1 toolv1.0.0remote

Traced Llm ProxyOfficial

io.github.mikerawsonnz/traced-llm-proxy

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

AI & Machine LearningDevelopment & Coding

LAMA1Python1 toolv1.0.0remote

AgentcastOfficial

io.github.MukundaKatta/agentcast

Structured-output enforcer: extract and validate JSON from messy LLM text.

AI & Machine Learning

LAMA1JavaScriptv0.1.0npm

AgentfitOfficial

io.github.MukundaKatta/agentfit

Token-aware message truncation: fit a chat history into your model's context budget.

Development & CodingAI & Machine Learning

LAMA1JavaScriptv0.1.0npm

AgentvetOfficial

io.github.MukundaKatta/agentvet

Validate tool-call args before execution. Returns LLM-friendly retry hints.

AI & Machine LearningSecurity

LAMA1JavaScriptv0.1.0npm