2️⃣ Graphiti MCP server Agents forget everything after each task. Graphiti MCP server lets Agents build and query temporally-aware knowledge graphs, which act as an Agent's memory! Check this👇

I have tested 100+ MCP servers in the last 2 months! Here are 6 must-use MCP servers for all developers (open-source):

1️⃣ Bright Data MCP server This MCP server provides 30+ tools to access, search, crawl, and interact with the web without getting blocked. Unlike typical scrapers, it dynamically picks the most effective tool based on the target site's structure. Check this 👇

3️⃣ GitIngest MCP server An MCP server to chat with any GitHub repo. It provides two tools: - git_directory_structure → to read the directory structure. - git_read_important_files → to read files. Check this👇

4️⃣ Terminal MCP server This MCP server gives Claude full terminal control. Tools include: - read/write/search/move files - execute a command - create/list directory, etc. Check this👇

5️⃣ Code executor MCP This MCP server allows Agents to execute Python code within a specified Conda environment. The Agent also gets full access to libraries in the Conda environment. Check this👇

6️⃣ MindsDB MCP server Connect and unify data across various platforms and databases, and query them from any MCP client (Cursor, Calude Desktop, etc.) Check this 👇

Links: - Bright Data: - Graphiti: - GitIngest: - Terminal: - Python code: - MindsDB: Summarized below 👇

That's a wrap! If you found it insightful, reshare it with your network. Find me → @_avichawla Every day, I share tutorials and insights on DS, ML, LLMs, and RAGs.

INTRODUCING: Agentic Security - LLM Security Scanner! 🔍 🔑 Features: Scans for prompt injections, jailbreaking & more. Provides detailed reports & options to customize attack rules. 🔗access the GitHub Link ↓