MCP Catalog

Browse 149 Model Context Protocol servers · AI & Machine Learning · Apache License 2.0Clear

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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

Phaedo MCPOfficial

io.github.galavoxx/phaedo-mcp

Carry your Phaedo cognitive fingerprint into any MCP client: style injection + decision consults.

Knowledge & MemoryAI & Machine Learning

LAMA0JavaScriptv0.1.1npm

Lumino MCP ServerOfficial

io.github.geored/lumino

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

Cloud & DevOpsAI & Machine Learning

LAMA11Pythonv0.9.2pypi

AAI GatewayOfficial

io.github.gybob/aai-gateway

Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings

Development & CodingAI & Machine Learning

LAMB104TypeScript522/mov1.1.10npm

Evalview MCPOfficial

io.github.hidai25/evalview-mcp

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

Development & CodingAI & Machine Learning

LAMA120Pythonv0.6.0pypi

GeminiOfficial

io.github.houtini-ai/gemini

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

AI & Machine Learning

LAMA27TypeScriptv1.4.2npm

AI Workbench MCPOfficial

io.github.hrishikesh-thakre/ai-workbench-mcp

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Development & CodingAI & Machine Learning

LAMA0Pythonv0.6.0a0pypi

MCP ServerOfficial

io.github.infino-ai/mcp-server

Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.

Data & DatabasesAI & Machine Learning

LAMA0JavaScriptv0.2.0npm

PostgreSQL performance Tuner MCP ServerOfficial

io.github.isdaniel/pgtuner_mcp

provides AI-powered PostgreSQL performance tuning capabilities.

Data & DatabasesAI & Machine Learning

LAMB25Pythonv0.5.2pypi

TenOfficial

io.github.johnbeans/ten

Ten formal algebra for machine intelligence — encode, decode, compose, and verify

AI & Machine LearningDevelopment & Coding

LAMC0Pythonv0.1.0pypi

ChemDraw MCP (unofficial)Official

io.github.jurimaxam-dotcom/chemdraw-mcp

Molecule names or SMILES to 2D structures, reactions, mechanisms, spectra - offline via RDKit.

AI & Machine LearningMedia & Design

LAMA4HTMLv0.2.0pypi

MemharnessOfficial

io.github.las7/memharness

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.

Knowledge & MemoryAI & Machine Learning

LAMA4TypeScriptv0.1.2npm

KIPOfficial

io.github.ldclabs/KIP

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

Knowledge & MemoryAI & Machine Learning

LAMA77TypeScriptv1.0.1npm

Vox MCPOfficial

io.github.linxule/vox-mcp

Multi-model AI gateway — 8 providers plus local models, no system prompt injection.

AI & Machine Learning

LAMA0Pythonv0.4.0pypi

Quantum OpenQASM MCPOfficial

io.github.markusvankempen/quantum-openqasm-mcp

IBM Quantum OpenQASM 2.0 MCP — list backends, submit QASM, poll jobs, get histograms.

Development & CodingAI & Machine Learning

LAMA0Shellv1.7.3npm

AccIntOfficial

io.github.maxbaluev/accint

Local Work Model MCP server for agent work that learns from real outcomes.

Development & CodingAI & Machine Learning

LAMA4Shellv0.1.12mcpb

BasedagentsOfficial

io.github.maxfain/basedagents

Search, verify, and manage AI agents on the BasedAgents identity and reputation registry.

AI & Machine LearningKnowledge & Memory

LAMC0TypeScriptv0.3.1npm

TooluniverseOfficial

io.github.mims-harvard/tooluniverse

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

AI & Machine LearningKnowledge & Memory

LAMA1.5KPythonv1.3.1pypi

PMB AIOfficial

io.github.oleksiijko/pmb-ai

Local-first persistent memory for AI coding agents.

Knowledge & MemoryAI & Machine Learning

LAMA291Pythonv1.1.0pypi

OpenMetadataOfficial

io.github.open-metadata/openmetadata-mcp

Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

Data & DatabasesAI & Machine Learning

LAMA14.4KTypeScriptv1.1.0remote

PlasmateOfficial

io.github.plasmate-labs/plasmate

Browser engine for AI agents. HTML in, Semantic Object Model out. 16x fewer tokens.

Browser & AutomationAI & Machine Learning

LAMB0JavaScriptv0.4.1npm

QinisoOfficial

io.github.qinisolabs/qiniso

Deterministic fact verification for AI agents — checksums & curated data, not guesses.

AI & Machine LearningSecurity

LAMA1TypeScript56 toolsv0.5.1npmremote

Lingua Universale MCP ServerOfficial

io.github.rafapra3008/lu-mcp-server

Verify AI agent communication with session types and formal proofs

AI & Machine LearningSecurity

LAMB9Pythonv0.1.1pypi

NeuroStackOfficial

io.github.raphasouthall/neurostack

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.

Knowledge & MemoryAI & Machine Learning

LAMA44Pythonv0.12.0npmremote

RillCoinOfficial

io.github.rillcoin/rill

AI agent wallets, Proof of Conduct reputation, and concentration decay on L1

Finance & CryptoAI & Machine Learning

LAMB0Rustv0.1.1npm