MCP Catalog

Browse 410 Model Context Protocol servers · AI & Machine Learning · PythonClear

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

VMware Aria OperationsOfficial

io.github.zw008/vmware-aria

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

Cloud & DevOpsAI & Machine Learning

MA1Pythonv1.7.3pypi

Sniff MCPOfficial

world.sniff/sniff-mcp

Canine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer

Data & DatabasesAI & Machine Learning

LAMA1Pythonv1.1.0remote

Nefesh — Real-Time Human State Awareness for AIOfficial

ai.nefesh/human-state

Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2A native.

AI & Machine Learning

LAMB0Python6 toolsv4.0.0remote

NexusTokenOfficial

ai.nexustoken/nexustoken-sdk

Create/check agent tasks, discover capabilities, and run V2 Jobs on NexusToken.

Finance & CryptoAI & Machine Learning

LAMB0Pythonv0.6.5pypi

ChemistryOfficial

com.covasyn/chemistry

Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7

AI & Machine Learning

LAMB0Pythonv1.27.2remote

Kogcat MCPOfficial

com.kogcat/kogcat-mcp

Local-first judgment layer: counter-examples & blind spots from your own knowledge base.

Knowledge & MemoryAI & Machine Learning

MA0Pythonv0.46.2pypi

OkareoOfficial

com.okareo/okareo

Simulation, evaluation and monitoring for voice agents.

AI & Machine Learning

LAMA0Pythonvpublic-0.0.41remote

Guardian EngineOfficial

dev.kaimeilabs/guardian-engine

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

AI & Machine LearningSecurity

LAMA0Python6 toolsv1.0.0remote

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 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

MidjourneyOfficial

io.github.AceDataCloud/mcp-midjourney

MCP server for Midjourney AI image generation and editing

AI & Machine LearningMedia & Design

LAMA0Pythonv2026.7.4.0pypiremote

AgentTrustOfficial

io.github.assister-xyz/agenttrust

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

SecurityAI & Machine Learning

LAMB0Pythonv0.1.2pypi

Conductor Graph MCPOfficial

io.github.base76-research-lab/conductor-graph-mcp

Exposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.

Knowledge & MemoryAI & Machine Learning

MC0Pythonv0.1.1pypi

Seam RuntimeOfficial

io.github.BlackhatShiftey/seam-runtime

SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.

Knowledge & MemoryAI & Machine Learning

LAMA0Pythonv1.3.1pypi

Dfxm Geo MCPOfficial

io.github.borgi-s/dfxm-geo-mcp

MCP server for the dfxm-geo dark-field X-ray microscopy forward model

AI & Machine Learning

MA0Pythonv0.1.0pypi

TrueaiOfficial

io.github.chenyujing1234-netizen/trueai

Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.

AI & Machine LearningCommerce & Marketing

LAMB0Python4 toolsv1.0.1remote

MCP GeminiOfficial

io.github.crunchtools/gemini

MCP server for Google Gemini AI - text, image, video, research, and more

AI & Machine Learning

LCMA0Pythonv0.3.0pypi

Agent Identity Trust MCPOfficial

io.github.CSOAI-ORG/agent-identity-trust-mcp

Agent Identity Trust MCP Server by MEOK AI Labs

SecurityAI & Machine Learning

LAMA0Pythonv1.0.13pypiremote

Agent Negotiation MCPOfficial

io.github.CSOAI-ORG/agent-negotiation-mcp

Agent Negotiation MCP Server by MEOK AI Labs

AI & Machine Learning

LAMA0Pythonv1.0.16pypiremote

AI Gateway MCPOfficial

io.github.CSOAI-ORG/ai-gateway-mcp

Ai Gateway MCP Server by MEOK AI Labs

Cloud & DevOpsAI & Machine Learning

LAMA0Pythonv1.0.11pypi

AI Ops MCPOfficial

io.github.CSOAI-ORG/ai-ops-mcp

Ai Ops MCP Server by MEOK AI Labs

Cloud & DevOpsAI & Machine Learning

LAMA0Pythonv1.0.12pypi

Bft Progress Council MCPOfficial

io.github.CSOAI-ORG/bft-progress-council-mcp

BFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when no real progress is

AI & Machine LearningCloud & DevOps

LAMA0Pythonv1.1.9pypiremote

Canada Aida AI MCPOfficial

io.github.CSOAI-ORG/canada-aida-ai-mcp

Canada Aida Ai MCP Server by MEOK AI Labs

AI & Machine Learning

LAMA0Pythonv1.0.15pypi