trackmcp
Back to directory
ndjordjevic

pinrag

View on GitHub

A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants

2 stars PythonOthers Updated Jul 5, 2026
chromadbcursorlangchainmcpragvscodepdfyoutubediscordgithub-reposmcp-servermodel-context-protocolpypipython

No README could be loaded. View the project on GitHub for full documentation.

Frequently asked questions

What is pinrag?

pinrag is A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants

How do I install pinrag?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is pinrag open source?

Yes — it is hosted on GitHub at https://github.com/ndjordjevic/pinrag and has 2 stars.

Related MCP tools

riponcmprojectmem

Open-source coding agent memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

796 Python
ai-agentsai-memoryai-tools+17
jgravellejcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

2,651 Python
claudeclaude-codeai-coding+17
OpenOSINTOpenOSINT

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

1,523 Python
ai-agentanthropicclaude+16
agentic-boxmemora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

715 Python
ai-agentclaudeknowledge-graph+13
atlassianatlassian-mcp-server

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.

1,015 JavaScript
aiai-agentsatlassian+17
MinishLabsemble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

5,993 Python
agentscode-searchembeddings+4

Run your own MCP server? See who uses it and what to fix.

Measure it with TrackMCP