MCP Catalog

Browse 2,093 Model Context Protocol servers · pypi · 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

MindCore Memory MCPOfficial

io.github.woshilaohei/mindcore-memory

AI long-term memory MCP server with importance scoring and confidence calibration

Knowledge & MemoryAI & Machine Learning

LAMA1Pythonv0.1.11pypi

DealWatchOfficial

io.github.xiaojiou176-open/dealwatch

Local-first grocery price intelligence with a read-only MCP server.

Commerce & MarketingData & Databases

LAMA1Pythonv1.0.1pypi

CodeweaverOfficial

com.knitli/codeweaver

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Development & CodingAI & Machine Learning

LAMA12Pythonv0.1.0-alpha.3pypioci

PinchworkOfficial

io.github.pinchwork/pinchwork

Agent-to-agent task marketplace with credit escrow and reputation tracking.

AI & Machine LearningCommerce & Marketing

LAMA11Pythonv0.6.2pypi

Time MCP ServerOfficial

io.github.domdomegg/time-mcp-pypi

Get the current UTC time in RFC 3339 format.

Productivity & Docs

LAMD4Pythonv1.1.1pypi

Flstudio MCPOfficial

io.github.rosasynthesiz/flstudio-mcp

Control FL Studio with Claude: in-DAW mixing, diagnosis, routing, and composition.

Media & DesignBrowser & Automation

LAMA4Pythonv1.0.0pypi

AkTools Pro MCP ServerOfficial

io.github.tchivs/aktools-pro

🚀 AkTools Pro: 增强型金融 MCP 服务器。内置策略回测、模拟盘管理及实时异动监控。

Finance & Crypto

LAMC4Pythonv0.2.2pypioci

fcp-mcp — Final Cut Pro MCP ServerOfficial

io.github.dreliq9/fcp-mcp

Final Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, puppets.

Media & DesignBrowser & Automation

LAMB3Pythonv0.2.0pypi

MCP Flux ProOfficial

io.github.AceDataCloud/mcp-flux-pro

MCP server for Flux AI image generation

Media & DesignAI & Machine Learning

LAMA2Pythonv2026.7.4.1pypiremote

A2dbOfficial

io.github.agentic-eng/a2db

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

Data & DatabasesDevelopment & Coding

LAMB2Pythonv0.2.1pypi

Proxmox AIopsOfficial

io.github.AIops-tools/proxmox-aiops

Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & risk-tier guards.

Cloud & DevOpsSecurity

LAMA2Pythonv0.2.0pypi

Math MCPOfficial

io.github.andylbrummer/math-mcp

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

AI & Machine LearningDevelopment & Coding

LAMB2Pythonv0.1.6pypi

Molecular MCPOfficial

io.github.andylbrummer/molecular-mcp

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

AI & Machine LearningDevelopment & Coding

LAMB2Pythonv0.1.6pypi

Neural MCPOfficial

io.github.andylbrummer/neural-mcp

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

AI & Machine Learning

LAMB2Pythonv0.1.6pypi

Quantum MCPOfficial

io.github.andylbrummer/quantum-mcp

GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

AI & Machine Learning

LAMB2Pythonv0.1.6pypi

MCP MementoOfficial

io.github.annibale-x/mcp-memento

An MCP server that provides persistent memory and context management across sessions

Knowledge & Memory

LAMC2Pythonv0.2.31pypi

XAPS MCP ServerOfficial

io.github.APMC1/xaps

Pre-execution audit for autonomous agents. Independent receipt before irreversible actions.

Security

LAMA2Pythonv0.1.2pypi

WaitbusOfficial

io.github.astrogilda/waitbus

Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

Development & CodingBrowser & Automation

LAMA2Pythonv0.2.0pypi

MCP Cbr RatesOfficial

io.github.atomno-labs/mcp-cbr-rates

CBR exchange rates and key rates for Russia. MCP tools for finance agents.

Finance & CryptoData & Databases

LAMA2Pythonv0.1.4pypi

MCP EgrulOfficial

io.github.atomno-labs/mcp-egrul

EGRUL/EGRIP company registry lookup for Russian legal entities and entrepreneurs.

Data & DatabasesFinance & Crypto

LAMA2Pythonv0.1.4pypi

MCP Cbr RatesOfficial

io.github.atomno-mcp/mcp-cbr-rates

CBR exchange rates and key rates for Russia. MCP tools for finance agents.

Finance & CryptoData & Databases

LAMA2Pythonv0.1.6pypi

MCP EgrulOfficial

io.github.atomno-mcp/mcp-egrul

EGRUL/EGRIP company registry lookup for Russian legal entities and entrepreneurs.

Data & DatabasesSecurity

LAMA2Pythonv0.1.6pypi

Seo MonsterOfficial

io.github.avansaber/seo-monster

SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

Search & WebDevelopment & Coding

LAMA2Pythonv0.5.1pypi

AfterpathsOfficial

io.github.burnssa/afterpaths

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

Knowledge & MemoryDevelopment & Coding

MB2Pythonv0.2.5pypi