idea-reality-mcp

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

811 stars PythonOthers Updated Aug 31, 2026

developer-toolsmcpai-agentsgithub-apiidea-validationmarket-researchmcp-server

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

Frequently asked questions

What is idea-reality-mcp?

idea-reality-mcp is Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

How do I install idea-reality-mcp?

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 idea-reality-mcp open source?

Yes — it is hosted on GitHub at https://github.com/mnemox-ai/idea-reality-mcp and has 811 stars.

Related MCP tools

projectmem

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

tradememory-protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

1,413 Python

claudeforexmcp+11

jcodemunch-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

pg-aiguide

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

1,834 Python

aiai-agentsai-coding+13

atlassian-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

MiniMax-MCP

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

1,576 Python

image-generationimage-to-videomcp+7

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

Measure it with TrackMCP