Python MCP servers

MCP servers written in Python, ranked by how many people use them: stars, downloads and growth.

115 servers, page 4 of 4.

POPULARITY RANK 91

CNEquity

Read-only MCP access to a self-built local Parquet lake of China A-share market and company data

LocalReads only
973GitHub stars
3.3k/moPyPI downloads
47popularity score
POPULARITY RANK 92

mcp-stata

Runs Stata code, reads datasets, stored results and graphs in a local Stata install over MCP

LocalCan change things
92GitHub stars
2.4k/moPyPI downloads
46popularity score
POPULARITY RANK 93

PDFMathTranslate (pdf2zh)

Lets an assistant translate a local PDF or Word document while keeping its layout, formulas and figures.

LocalCan change things
38kGitHub stars
8.0k/moPyPI downloads
46popularity score
POPULARITY RANK 94

agent-harnesses MCP server

Recommends, compares and searches agent harnesses from the curated best-of-Agent-Harnesses list

LocalReads only
1.5kGitHub stars
601/moPyPI downloads
45popularity score
POPULARITY RANK 95

maven-mcp

Maven and Gradle dependency lookups, upgrade checks, CVE scans and end-of-life status for JVM projects

LocalReads only
37GitHub stars
5.3k/moPyPI downloads
44popularity score
POPULARITY RANK 96

TradeMemory Protocol

Local trade journal, outcome-weighted recall and hash-chained decision log for trading agents

LocalCan change things
1.4kGitHub stars
884/moPyPI downloads
44popularity score
POPULARITY RANK 97

Watch Skill

Turns videos, screen recordings and live sessions into searchable, timestamped evidence

LocalCan change things
558GitHub stars
2.1k/moPyPI downloads
44popularity score
POPULARITY RANK 98

Docling MCP

OFFICIAL SERVER

Turns PDFs, Office files and web pages into structured Docling documents, and builds or edits them

LocalCan change things
787GitHub stars
43popularity score
POPULARITY RANK 99

Entroly

Local context selection, compression receipts and work handoffs for coding agents

LocalCan change things
483GitHub stars
425/wknpm downloads
42popularity score
POPULARITY RANK 100

Beadhive

MCP front end for bh, the Beadhive CLI that runs beads issue tracking across many git repositories

LocalCan change things
30GitHub stars
3.0k/moPyPI downloads
41popularity score
POPULARITY RANK 101

GitGuardian MCP Server

OFFICIAL SERVER

Secret scanning, incident triage, honeytokens and fixes from a GitGuardian workspace

RemoteLocalCan change things
41GitHub stars
40popularity score
POPULARITY RANK 102

GoDaddy MCP server

OFFICIAL SERVER

GoDaddy's hosted, read-only MCP endpoint for domain name availability checks and suggestions

RemoteReads only
40popularity score
POPULARITY RANK 103

Klaviyo MCP Server

OFFICIAL SERVER

Klaviyo's own MCP server for reading and editing campaigns, profiles, flows and reports in a Klaviyo account

RemoteLocalCan change things
9.3k/moPyPI downloads
40popularity score
POPULARITY RANK 104

Memanto MCP Server

OFFICIAL SERVER

Typed, long-term memory for MCP clients, stored in Moorcheh's semantic memory service

LocalCan change things
2.4kGitHub stars
313/moPyPI downloads
38popularity score
POPULARITY RANK 105

TouchDesigner MCP

OFFICIAL SERVER

Build, wire and inspect operators and set parameters inside a running TouchDesigner project

LocalCan change things
88GitHub stars
31popularity score
POPULARITY RANK 106

YugabyteDB MCP Server

OFFICIAL SERVER

Schema summaries and SQL queries against YugabyteDB or PostgreSQL, with guarded optional writes

LocalCan change things
11GitHub stars
48/moPyPI downloads
30popularity score
POPULARITY RANK 107

Dremio MCP Server

OFFICIAL SERVER

Dremio's own MCP server for browsing lakehouse tables, running SQL and analysing cluster usage

LocalCan change things
53GitHub stars
29popularity score
POPULARITY RANK 108

Fivetran MCP Server

OFFICIAL SERVER

Query and manage a Fivetran account's connections, destinations, syncs and users over its REST API

LocalCan change things
26GitHub stars
25popularity score
POPULARITY RANK 109

MCP Image Generator

Make, edit, upscale and vectorize images, and optionally videos, on your own GPU

LocalCan change things
114GitHub stars
25popularity score
POPULARITY RANK 110

nt8-mcp

NinjaScript development loop for NinjaTrader 8: compile, inspect charts, read output and backtest

LocalCan change things
31GitHub stars
23popularity score
POPULARITY RANK 111

shadetree-ai

Read-only OBD-II diagnostics for Claude: trouble codes, freeze frame and live engine data

LocalCan change things
25GitHub stars
17popularity score
POPULARITY RANK 112

asc-mcp

Read-only static analysis of Android APK, DEX, JAR and AAR files for MCP clients

LocalReads only
20GitHub stars
16popularity score
POPULARITY RANK 113

FunASR MCP Server

Lets an assistant transcribe local audio files to text with FunASR's SenseVoice model, entirely on-device.

LocalReads only
21kGitHub stars
10popularity score
POPULARITY RANK 114

mcp-show-on-kindle

Sends a local file to a KOReader-running Kindle over SSH and opens it on the e-ink screen

LocalCan change things
0GitHub stars
0popularity score
POPULARITY RANK 115

wcgw

Local shell and file-editing MCP server that gives an assistant an interactive terminal on your machine

LocalCan change things
678GitHub stars
0popularity score

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