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Browse 2,486 Model Context Protocol servers · pypiClear

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CategoryAllData & Databases· 2,860Development & Coding· 2,793Search & Web· 2,475Finance & Crypto· 2,251Productivity & Docs· 2,207Commerce & Marketing· 2,197Cloud & DevOps· 2,043Knowledge & Memory· 1,825Security· 1,810AI & Machine Learning· 1,664Media & Design· 1,068Communication & Messaging· 832Browser & Automation· 668Other· 280
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Adif MCPOfficial
io.github.qso-graph/adif-mcp

ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.

Data & Databases
MA3Pythonv0.9.3pypi
Sports Betting MCPOfficial
io.github.seang1121/sports-betting-mcp

AI sports betting picks, odds, injuries & line movement. 1,353+ picks, 59.6% win rate.

Finance & CryptoAI & Machine Learning
LAMC3Pythonv1.0.0pypi
OasyceOfficial
io.github.Shangri-la-0428/oasyce

On-chain economy for AI agents: escrow, marketplace, data rights, reputation, disputes.

Finance & CryptoAI & Machine Learning
MB3Pythonv0.4.1pypi
Alphafold Sovereign MCPOfficial
io.github.smaniches/alphafold-sovereign-mcp

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

AI & Machine LearningData & Databases
LAMA3Pythonv1.3.0pypi
Uniprot MCPOfficial
io.github.smaniches/uniprot-mcp

Model Context Protocol server for the UniProt protein knowledgebase.

Data & DatabasesAI & Machine Learning
LAMA3Pythonv1.2.6pypi
SpecLeftOfficial
io.github.SpecLeft/specleft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

Development & Coding
LAMB3Pythonv0.4.0pypi
ai-audit-trailOfficial
io.github.sundsoffice-tech/ai-audit-trail

Tamper-evident audit trails for AI agents — Ed25519-signed, hash-chained, EU AI Act ready.

Security
LAMB3Pythonv0.4.7pypi
agentmemOfficial
io.github.Thezenmonster/agentmem

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

Knowledge & MemoryAI & Machine Learning
LAMB3Pythonv0.2.5pypi
InvGate Service DeskOfficial
io.github.tracegazer/invgate-service-desk-mcp

InvGate Service Desk MCP: 96 tools/11 domains, 3-tier access (none/support/full), OTel.

Productivity & DocsCloud & DevOps
LAMA3Pythonv0.2.0pypioci
OpenAI Ads MCPOfficial
io.github.trakkr-aisearch/openai-ads-mcp

OpenAI and ChatGPT Ads tools for campaigns, creatives, audiences, and insights.

Commerce & Marketing
LAMA3TypeScriptv0.1.6npmpypiremote
MetaTrader 5 MCP BridgeOfficial
io.github.vincentwongso/mt5-trading-mcp

Let an AI agent read and trade a MetaTrader 5 account over MCP, behind a human-approval gate.

Finance & CryptoProductivity & Docs
LAMA3Pythonv1.4.2pypi
MCP GitlabOfficial
io.github.vish288/mcp-gitlab

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

Development & CodingCloud & DevOps
LAMA3Pythonv0.9.1pypi
Ckg MCPOfficial
io.github.Yarmoluk/ckg-mcp

Compressed Knowledge Graphs: 97 domains, 3.8x RAG F1, 11x fewer tokens, any MCP client.

AI & Machine LearningKnowledge & Memory
LAMA3Pythonv0.7.6pypi
Jupyter MCP ServerOfficial
io.github.ChengJiale150/jupyter-mcp-server

A powerful MCP server for AI-driven Jupyter Notebook management and execution

Development & Coding
LAMD8Jupyter Notebookv1.1.0pypi
Publish MCP ServerOfficial
io.github.marlenezw/publish-mcp-server

An MCP server that helps developers publish their MCP servers to the registry

Development & Coding
LAMD6Pythonv0.1.3pypi
McpgOfficial
io.github.devopam/mcpg

A production-grade PostgreSQL Model Context Protocol (MCP) server.

Data & Databases
LAMA5Pythonv0.6.8pypi
memoOfficial
io.github.jagoff/memo

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Knowledge & MemoryAI & Machine Learning
LAMA5Pythonv2.12.14pypi
Windows ManagementOfficial
io.github.AhmedLaminou/windows-mcp-server

Local Windows management, diagnostics, security, cleanup, and optimization MCP server.

Cloud & DevOpsSecurity
LAMA4Pythonv0.3.1pypi
Zsh ToolOfficial
io.github.ArkTechNWA/zsh-tool

Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

Development & CodingBrowser & Automation
LAMB4Rustv0.2.1pypi
Bridge MCPOfficial
io.github.BarhamAgha1/bridge-mcp

Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.

Browser & AutomationCloud & DevOps
LAMC4Pythonv2.1.0pypi
Snowfakery MCPOfficial
io.github.composable-delivery/snowfakery-mcp

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

Development & CodingData & Databases
LAMA4Pythonv0.0.6pypi
GitHub MCP ServerOfficial
io.github.crypto-ninja/github-mcp-server

AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.

Development & Coding
MC4Pythonv2.5.7pypi
MNE-MCPOfficial
io.github.Exekiel179/mne-mcp

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

AI & Machine LearningData & Databases
LAMA4Pythonv0.2.2pypi
Google Docs MCP ServerOfficial
io.github.gigabrain-observer/google-docs-mcp-server

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

Productivity & Docs
LAMC4Pythonv0.1.1pypi