graphify
MCPApache-2.0
Turn any codebase into a queryable knowledge graph with local AST parsing, no vector store.
110k·Developer Tools·Open source
Alternative to
fli
MCPOpen sourceFli is a Python library, CLI, and MCP server for fast, reliable Google Flights search without scraping.
3.1kMIT
Google Flights MCP, CLI and Python Library
Pros
- +Direct API access via reverse engineering, no scraping
- +Comprehensive flight search with many filters
- +Provides MCP server for AI assistants
- +CLI and Python library for flexibility
Cons
- −Relies on reverse-engineered API, may break if Google changes
- −Requires Python environment setup
- −Limited to Google Flights data
Target audience: Developers and data enthusiasts building travel tools, AI assistants, or automation that need flight search capabilities.
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Agent-Reach
MCPMIT
Open-source CLI giving AI agents free read/search access to Twitter, Reddit, YouTube, GitHub, Bilibili and more.
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ouroboros
MCPMIT
Ouroboros is an Agent OS that makes AI coding agents self-improving via interview-gated, budgeted evolution loops.
5.7k·AI Agents·Open source
ECC
MCPMIT
Open-source agent harness performance optimization system with skills, memory, and security for AI coding tools.
243k·Developer Tools·Open source
dify
MCPNOASSERTION
Open-source LLM app development platform for building AI workflows, RAG pipelines, and agents.
153k·LLM Ops·Open source
open-webui
MCPNOASSERTION
Self-hosted AI platform with chat UI, RAG, plugins, and multi-model support.
150k·Self-Hosted AI·Open source
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