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MCP Catalog

Browse 1,443 Model Context Protocol servers · pypi · MIT LicenseClear

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
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
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
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
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
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
NoteStore Lab MCPOfficial
io.github.xiaojiou176-open/notestorelab-mcp

Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab case roots.

Knowledge & MemoryProductivity & Docs
LAMA2Pythonv0.1.0.post1pypi
SourceHarbor MCPOfficial
io.github.xiaojiou176-open/sourceharbor-mcp

Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub, and RSS.

Knowledge & MemorySearch & Web
LAMB2Pythonv0.1.14pypi
ProgiOfficial
io.github.zseta/progi

MCP-native workflow engine: teach agents your processes once, they execute them consistently.

Productivity & DocsDevelopment & Coding
LAMA2Pythonv0.3.2pypi
Gemini FAFOfficial
one.faf/gemini-faf-mcp

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

Productivity & Docs
LAMA2Pythonv2.5.1pypi
Horus Flow MCPOfficial
pro.horustek/horus-flow-mcp

Crypto & equity orderflow: whale detection, spoofing, liquidation heatmaps, smart money for AI

Finance & CryptoData & Databases
LAMB2Pythonv1.0.6pypi