POPULARITY RANK 01
Browser Use
OFFICIAL SERVERLocal MCP server that drives a Chrome or Chromium browser step by step, with an agent fallback
120kGitHub stars
8.1M/moPyPI downloads
119popularity score
Python MCP servers
MCP servers written in Python, ranked by how many people use them: stars, downloads and growth.
115 servers, page 1 of 4.
Search capabilities in this directory
POPULARITY RANK 02
Scrapling MCP Server
Lets an assistant scrape pages over HTTP or a real browser, pick elements by CSS selector and take screenshots
99kGitHub stars
920k/moPyPI downloads
113popularity score
POPULARITY RANK 03
MCP for Blender
Build and edit 3D scenes in a running Blender by running Python, viewing results and importing assets.
34kGitHub stars
1.3M/moPyPI downloads
108popularity score
POPULARITY RANK 04
code-review-graph
Local code graph that gives a coding assistant review context, blast radius and change risk.
33kGitHub stars
302k/moPyPI downloads
103popularity score
POPULARITY RANK 05
Serena
Gives a coding assistant IDE-like tools: find symbols and references, edit and refactor code by symbol.
31kGitHub stars
148k/moPyPI downloads
101popularity score
POPULARITY RANK 06
Home Assistant MCP Server (ha-mcp)
Control, configure and debug a Home Assistant smart home from any MCP client
5.5kGitHub stars
230k/moPyPI downloads
93popularity score
POPULARITY RANK 07
Google Workspace MCP Server
Gmail, Drive, Calendar, Docs, Sheets and nine more Google Workspace services from one MCP server
3.5kGitHub stars
290k/moPyPI downloads
91popularity score
POPULARITY RANK 08
Ouroboros
Lets an assistant turn a goal into a fixed spec, run coding agents against it and verify the result
6.3kGitHub stars
92k/moPyPI downloads
91popularity score
POPULARITY RANK 09
Excel MCP Server
Create, read and edit Excel workbooks, charts, PivotTables and formulas without Microsoft Excel
4.3kGitHub stars
136k/moPyPI downloads
88popularity score
POPULARITY RANK 10
HOL Guard
OFFICIAL SERVERQuery local HOL Guard security receipts and inventory, and stage policy changes for human approval
1.1kGitHub stars
77k/moPyPI downloads
87popularity score
POPULARITY RANK 11
Finance Toolkit MCP Server
Calculates financial ratios, valuation models, risk metrics and macro series from raw statements
5.5kGitHub stars
34k/moPyPI downloads
86popularity score
POPULARITY RANK 12
Repowise
Query an index of a repository's dependency graph, git history, docs and code health from a coding agent
8.1kGitHub stars
17k/moPyPI downloads
86popularity score
POPULARITY RANK 13
ffmpeg-skill
Local video and audio editing through 42 FFmpeg-backed tools, as an Agent Skill and a stdio MCP server
4.7kGitHub stars
9.1k/wknpm downloads
86popularity score
POPULARITY RANK 14
Finance Database MCP Server
OFFICIAL SERVERScreen and look up 300,000+ equities, ETFs, indices, currency pairs and crypto by classification
9.6kGitHub stars
20k/moPyPI downloads
85popularity score
POPULARITY RANK 15
Alpaca MCP Server
OFFICIAL SERVERTrade and pull market data through an Alpaca brokerage account: stocks, ETFs, options and crypto
1.1kGitHub stars
42k/moPyPI downloads
85popularity score
POPULARITY RANK 16
Zotero MCP
Search, read, annotate and add to a Zotero research library from an MCP client, locally or via the web API
5.8kGitHub stars
20k/moPyPI downloads
85popularity score
POPULARITY RANK 17
EdgarTools
Query SEC EDGAR filings, financials, insider trades and fund holdings from an MCP client
2.8kGitHub stars
842k/moPyPI downloads
84popularity score
POPULARITY RANK 18
ClickHouse MCP Server
OFFICIAL SERVERQuery and explore ClickHouse databases, or the embedded chDB engine, with SQL from an MCP client
903GitHub stars
241k/moPyPI downloads
82popularity score
POPULARITY RANK 19
dbt MCP Server
OFFICIAL SERVERdbt Labs' server for running dbt commands, querying metrics and reading project metadata
617GitHub stars
76k/moPyPI downloads
81popularity score
POPULARITY RANK 20
Loki Mode
MCP interface to the Loki Mode coding agent: start runs, read their state and check signed receipts
1.1kGitHub stars
21k/wknpm downloads
79popularity score
POPULARITY RANK 21
PraisonAI MCP
OFFICIAL SERVERExposes the PraisonAI agent framework's agents, memory, knowledge and model tools over MCP
9.3kGitHub stars
3.1k/moPyPI downloads
79popularity score
POPULARITY RANK 22
MarkItDown-MCP
OFFICIAL SERVERMicrosoft's MCP wrapper for MarkItDown: turn files, web pages and data URIs into Markdown
194kGitHub stars
90k/moPyPI downloads
78popularity score
POPULARITY RANK 23
PaperBanana
Turns paper text and data into academic methodology diagrams and statistical plots via image models
2.5kGitHub stars
10k/moPyPI downloads
78popularity score
POPULARITY RANK 24
Crawl4AI
OFFICIAL SERVERLets an assistant scrape pages to Markdown, search the web and extract structured data through Crawl4AI Cloud
87kGitHub stars
77popularity score
POPULARITY RANK 25
Jupyter MCP Server
Read, edit and run Jupyter notebooks and their kernels from an MCP client
1.3kGitHub stars
56k/moPyPI downloads
77popularity score
POPULARITY RANK 26
MotherDuck / DuckDB Local MCP Server
OFFICIAL SERVERRuns DuckDB SQL from an assistant against local files, S3-hosted databases or MotherDuck
540GitHub stars
19k/moPyPI downloads
76popularity score
POPULARITY RANK 27
mcp-google-sheets
Read, write, format and share Google Sheets spreadsheets and browse Google Drive folders from an MCP client
1.0kGitHub stars
111k/moPyPI downloads
76popularity score
POPULARITY RANK 28
CrowdStrike Falcon MCP Server
OFFICIAL SERVERInvestigate and manage a CrowdStrike Falcon tenant: detections, hosts, intel, SIEM and policies
277GitHub stars
47k/moPyPI downloads
75popularity score
POPULARITY RANK 29
Redis MCP Server
OFFICIAL SERVERRead, write and vector-search data in a Redis database from an MCP client
641GitHub stars
16k/moPyPI downloads
75popularity score
POPULARITY RANK 30
MySQL MCP Server
Connects an MCP client to a MySQL database to browse schemas, sample tables and run SQL
1.4kGitHub stars
30k/moPyPI downloads
74popularity score