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Browse 2,486 Model Context Protocol servers · pypiClear

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TypeAllnpmpypiociremote
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
LanguageAllTypeScript· 4,732Python· 2,691JavaScript· 1,717Go· 288Rust· 198HTML· 108C#· 80Shell· 76Java· 28Dockerfile· 26Swift· 21C++· 12
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C· 10Kotlin· 10Astro· 5GDScript· 5Jupyter Notebook· 5PowerShell· 5Dart· 4MDX· 4PHP· 4Ruby· 4Solidity· 4Blade· 3Elixir· 3Makefile· 3XSLT· 3Clojure· 2Lean· 2TeX· 2Go Template· 1Julia· 1Luau· 1MQL4· 1Motoko· 1Nim· 1PLpgSQL· 1R· 1Roff· 1Scala· 1StringTemplate· 1TSQL· 1Tcl· 1Zig· 1
LicenseAllMIT License· 7,138Apache License 2.0· 982Other· 891GNU Affero General Public License v3.0· 198GNU 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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Creative Commons Attribution Share Alike 4.0 International· 3Creative Commons Zero v1.0 Universal· 3European Union Public License 1.2· 2GNU General Public License v2.0· 2GNU Lesser General Public License v3.0· 2Do What The F*ck You Want To Public License· 1GNU Lesser General Public License v2.1· 1PostgreSQL License· 1SIL Open Font License 1.1· 1
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
Graphlens MCPOfficial
io.github.Neko1313/graphlens-mcp

Semantic code graph MCP server for coding agents

Development & CodingKnowledge & Memory
LAMA2Jupyter Notebookv0.4.0pypi
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
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
state-traceOfficial
io.github.razroo/state-trace

Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.

Development & CodingKnowledge & Memory
LAMA2TypeScriptv0.3.1pypi
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
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
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
WayforthOfficial
io.github.WayforthOfficial/wayforth

Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.

Search & WebCommerce & Marketing
MA2Pythonv0.1.3pypi
Gemini Faf MCPOfficial
io.github.Wolfe-Jam/gemini-faf-mcp

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

Development & CodingKnowledge & Memory
LAMA2Pythonv2.5.0pypideprecated