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128 repos for python · ConnectorsClear

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

131

Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring application. It exposes a set of tools built on a custom Python WAAPI library, allowing MCP clients such as Claude or Cursor to automate and compose complex, multi-step Wwise workflows.

75

Give your AI agent eyes and hands on any desktop — cross-platform accessibility API with MCP server

47
narumiruna/
yfinance-mcp

MCP server that gives agents Yahoo Finance data and charts.

191

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

301
aimasteracc/
tree-sitter-analyzer

Cross-language-safe code-intelligence MCP for AI agents -- 13 languages, family-gated call graph (CodeGraph 745 vs TSA 6 cross-language mis-wires, v1.21.0 same-session -- ~124x by count, ~390x by rate; re-verifying vs current develop). Run miswire-audit on your repo. 8 facade tools, TOON output, 100% local. Python.

49
rcontesti/
IB_MCP

This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).

140
RamKansal/
pentestMCP

pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetration testers.

96
IlyaGusev/
academia_mcp

Academia MCP server: Tools for automatic scientific research

91
KorigamiK/
markitdown_mcp_server

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

87
runesleo/
x-reader

Universal content reader MCP Server for 10+ platforms

961
OkGoDoIt/beemcpConnectors

BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Bee wearable lifelogger to AI via the Model Context Protocol

49
sitbon/
magg
sitbon/maggConnectors

Magg: The MCP Aggregator

142
sib-swiss/
sparql-llm

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

123

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

84
ahujasid/
blender-mcp

Community plugin to control Blender 3D with any LLM of your choice

28k