MCP Catalog

Browse 723 Model Context Protocol servers · AI & Machine Learning · MIT LicenseClear

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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

Guardian EngineOfficial

dev.kaimeilabs/guardian-engine

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

AI & Machine LearningSecurity

LAMA0Python6 toolsv1.0.0remote

RostroOfficial

dev.rostro/rostro

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

Media & DesignAI & Machine Learning

LAMD0v1.0.0remote

MCPOfficial

dev.safeprompt/mcp

Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.

SecurityAI & Machine Learning

LAMA1TypeScriptv0.1.0npm

LexOfficial

dev.smartergpt/lex

Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.

Knowledge & MemoryAI & Machine Learning

LAMA0TypeScriptv2.1.2npm

MCP ServerOfficial

dev.true402/mcp-server

Pay-per-call agent tools over x402 on Base: token/rug safety, DeFi signals, SEO, LLM. No keys.

Finance & CryptoAI & Machine Learning

LAMA0TypeScriptv1.0.0npm

VoicemodeOfficial

dev.voicemode/voicemode

Natural voice conversations for AI assistants - STT/TTS via MCP

Communication & MessagingAI & Machine Learning

LAMA1.3KPythonv8.10.2pypi

XFMS — Model SourceOfficial

dev.xpansion/xfms

Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.

AI & Machine Learning

LAMB0Pythonv0.4.0remote

Hlido Agent ReviewsOfficial

eu.hlido/mcp

Independent AI-agent reviews: trust checks, evidence scorecards, incident registry, recommendations.

SecurityAI & Machine Learning

LAMA0JavaScript14 toolsv1.0.0remote

Batru — Dota 2 & Deadlock win predictorOfficial

gg.batru/batru-mcp

Real, calibrated Dota 2 / Deadlock win-rate predictions and pick recommendations from batru.gg.

AI & Machine Learning

LAMA0Pythonv0.1.2pypi

MCP ServerOfficial

io.gildara/mcp-server

Operating contracts for AI agents. Structured instructions compiled into system prompts.

Development & CodingAI & Machine Learning

LAMB0JavaScriptv0.7.6npm

AgentfolioOfficial

io.github.0xbrainkid/agentfolio

Query AI agent profiles, trust scores, verifications, and marketplace jobs on AgentFolio.

Knowledge & MemoryAI & Machine Learning

LAMC1JavaScriptv1.1.1npm

freellmpoolOfficial

io.github.0xzr/freellmpool

Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, and stats.

AI & Machine Learning

LAMA30Pythonv0.11.4pypi

Routara LLM GatewayOfficial

io.github.36412749-collab/routara-mcp

OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).

AI & Machine LearningMedia & Design

LAMA1JavaScriptv1.0.1npm

SutraOfficial

io.github.4rgon4ut/sutra

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

AI & Machine LearningKnowledge & Memory

LAMD0Pythonv0.1.1pypi

Adaptive RecallOfficial

io.github.AIAppsAPI/adaptive-recall

Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

Knowledge & MemoryAI & Machine Learning

LAMB3v1.0.1npm

Grounded ReasoningOfficial

io.github.ALEXaquarius/grounded-reasoning

Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

AI & Machine LearningSecurity

LAMA1Pythonv0.1.8pypi

Aegis — AI Agent GovernanceOfficial

io.github.Acacian/aegis

Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

SecurityAI & Machine Learning

LAMB12Pythonv0.1.7pypi

MCP AichatOfficial

io.github.AceDataCloud/mcp-aichat

MCP server for AI dialogue using various LLM models via AceDataCloud

AI & Machine Learning

LAMA0Pythonv2026.7.4.0pypiremote

MCP Face TransformOfficial

io.github.AceDataCloud/mcp-face-transform

AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness

Media & DesignAI & Machine Learning

LAMA0Pythonv2026.7.4.0pypiremote

MCP FishOfficial

io.github.AceDataCloud/mcp-fish

MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)

Media & DesignAI & Machine Learning

LAMA0Pythonv2026.7.4.0pypiremote

MCP Flux ProOfficial

io.github.AceDataCloud/mcp-flux-pro

MCP server for Flux AI image generation

Media & DesignAI & Machine Learning

LAMA2Pythonv2026.7.4.1pypiremote

MCP GlmOfficial

io.github.AceDataCloud/mcp-glm

MCP server for GLM chat completions using Zhipu AI models via AceDataCloud

AI & Machine Learning

LAMA0Pythonv2026.7.4.0pypiremote

MCP GrokOfficial

io.github.AceDataCloud/mcp-grok

MCP server for Grok Imagine AI video generation

Media & DesignAI & Machine Learning

LAMA0Pythonv2026.7.4.0pypiremote

MCP HailuoOfficial

io.github.AceDataCloud/mcp-hailuo

MCP server for Hailuo (MiniMax) AI video generation

Media & DesignAI & Machine Learning

LAMA0Pythonv2026.7.6.0pypiremote