Top AI Repos — open-source AI, indexed and scored

Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

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Top AI Repos

An index of open-source AI repositories on GitHub, scored on momentum and on adoption risk — two questions that ranking by stars answers neither of.

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Model Development
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Data from the GitHub REST and GraphQL APIs. Star counts and rankings reflect the last completed sync, not live GitHub state.

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Application Development
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MCP & Integrations

MCP & Integrations

Model Context Protocol servers and clients, plugin systems and third-party tool connectors.

Signals: mcp, model-context-protocol, mcp-server, mcp-client, function-calling, plugins, integrations, tool-calling

Repositories: 845
Stars: 2.6M
Stars this week: +20k; across the category
Median quality: 71; 0–100, unscored repos excluded

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Categories
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Application Development
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MCP & Integrations

MCP & Integrations

Model Context Protocol servers and clients, plugin systems and third-party tool connectors.

Signals: mcp, model-context-protocol, mcp-server, mcp-client, function-calling, plugins, integrations, tool-calling

Repositories: 845
Stars: 2.6M
Stars this week: +20k; across the category
Median quality: 71; 0–100, unscored repos excluded

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845 results

graphlit/graphlit-mcp-server

Cquality grade C, 52 out of 100

Model Context Protocol (MCP) Server for Graphlit Platform

MCP & Integrations TypeScript repositoriesMIT

stars: 381
stars gained this week: +2this week
forks, open issues and contributors

last push

8 months ago

web-agent-master/google-search

Fquality grade F, 30 out of 100

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

MCP & Integrations Data Processing & Labeling Foundation Models TypeScript repositoriesNo licence