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Browse 2,722 Model Context Protocol servers · PythonClear

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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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LicenseAllMIT License· 7,199Apache License 2.0· 990Other· 893GNU Affero General Public License v3.0· 201GNU General Public License v3.0· 52BSD 3-Clause "New" or "Revised" License· 31ISC License· 18Mozilla Public License 2.0· 10MIT No Attribution· 7BSD 2-Clause "Simplified" License· 5The Unlicense· 4Creative Commons Attribution 4.0 International· 3
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Ollama HandoffOfficial
io.github.Michael-WhiteCapData/ollama-handoff

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

AI & Machine Learning
LAMA2Pythonv0.1.2pypi
SourceWeave Web SearchOfficial
io.github.MRNAQA/sourceweave-web-search

Fully local MCP server and CLI for web research

Search & Web
LAMB2Pythonv0.5.0pypi
Ohm MCPOfficial
io.github.Murugarajr/ohm-mcp

AST-based Python refactoring MCP server with safe automated refactorings and rollback

Development & Coding
LAMC2Python327/mov1.0.1npmpypi
Data AggregatorOfficial
io.github.musharna/data-aggregator-mcp

Find & fetch research datasets across 12 archives, omics registries, and literature sources.

Data & DatabasesSearch & Web
LAMA2Pythonv0.41.1pypi
jobdOfficial
io.github.musharna/jobd

Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.

Cloud & DevOps
LAMA2Pythonv0.5.11pypi
Snowflake MCP ServerOfficial
io.github.nsphung/mcp-snowflake-server

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

Data & DatabasesDevelopment & Coding
LAMA2Pythonv0.14.0pypioci
NVEILOfficial
io.github.nveil-ai/nveil

Data processing and visualization toolkit — 50+ chart types, raw data stays local.

Data & DatabasesMedia & Design
LCMB2Pythonv1.3.0pypi
UK Due DiligenceOfficial
io.github.paulieb89/uk-due-diligence-mcp

UK due diligence — Companies House, Charity Commission, Land Registry, Gazette, HMRC VAT

Data & DatabasesFinance & Crypto
LAMB2Pythonv1.0.3pypiremote
Bolor Brain MCPOfficial
io.github.photoxpedia/bolor-brain-mcp

Cognitive architecture MCP server with memory, learning, and contextual understanding

AI & Machine LearningKnowledge & Memory
LAMB2Pythonv1.1.0npm
Solar MCPOfficial
io.github.qso-graph/solar-mcp

Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.

Data & Databases
MA2Pythonv0.1.1pypi
Agent Audit MCPOfficial
io.github.Rumblingb/agent-audit-mcp

Immutable audit trail for agent-to-agent interactions

SecurityKnowledge & Memory
LAMA2Pythonv1.0.0
AI Divination SkillsOfficial
io.github.sapuyou45-bit/ai-divination-skills

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

Knowledge & Memory
LAMA2Pythonv0.7.0pypi
Ephemeris MCPOfficial
io.github.scottchronicity/ephemeris-mcp

Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.

Other
LCMC2Pythonv1.2.0pypi
ScrapeBadgerOfficial
io.github.scrape-badger/scrapebadger

Twitter/X scraping API for AI agents. Get profiles, tweets, trends, and more.

Search & WebBrowser & Automation
LAMB2Pythonv0.1.1pypi
Periscope MCPOfficial
io.github.segentic-lab/periscope-mcp

Web-app QA for AI agents: 73 Playwright tools — auth, E2E, a11y/SEO/GEO, Web Vitals + Lighthouse

Browser & AutomationDevelopment & Coding
LCMA2Pythonv0.10.4
Air BlackboxOfficial
io.github.shotwellj/air-blackbox

EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate

SecurityAI & Machine Learning
LAMB2Pythonv0.1.2pypi
OeBB (Austrian Railways)Official
io.github.slettmayer/oebb-mcp-server

OeBB (Austrian Railways) train data: stations, departures, connections, service alerts.

Search & WebCloud & DevOps
LAMA2Pythonv0.1.2pypi
System R Risk IntelligenceOfficial
io.github.System-R-AI/systemr-risk-intelligence

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

Finance & Crypto
LAMA2Pythonv1.1.0pypiremote
OpenAkashicOfficial
io.github.szara7678/openakashic

Shared long-term memory vault for AI agents with 20 MCP tools.

Knowledge & MemoryAI & Machine Learning
LAMA2Pythonv1.0.0remote
WinsightOfficial
io.github.TheoEwzZer/winsight

Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.

Browser & Automation
LAMA2Pythonv0.1.1pypi
PDF Card MCPOfficial
io.github.velyan/pdf-card-mcp

Local-first MCP server + CLI that turns PDFs into source-linked, card-based HTML readers.

Productivity & DocsMedia & Design
LAMA2Pythonv0.1.2pypimcpb
Veriswarm MCPOfficial
io.github.veriswarm/veriswarm-mcp

VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol

SecurityAI & Machine Learning
LAMA2Pythonv0.4.0pypi
MCP Atlassian ExtendedOfficial
io.github.vish288/mcp-atlassian-extended

MCP server for Jira and Confluence — sprints, agile boards, attachments, versions, calendars.

Productivity & DocsDevelopment & Coding
LAMA2Pythonv0.6.14pypi
MCP CodaOfficial
io.github.vish288/mcp-coda

MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.

Productivity & Docs
LAMA2Pythonv0.5.1pypi