MCP Server Directory

var.gg Naming Memory gg.var/naming-memory

Curated multilingual dictionary that names code identifiers from domain concepts (KO/JA/ZH/VI/EN).

spectra io.github.jorgesandoval/spectra

Generates unit tests for Python code with coverage before/after reports and concrete edge cases.

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

RentSeek Evidence ing.rentseek/evidence

Source-linked executive compensation data for AI agents and developers.

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

Axis Iliad - Codebase Intelligence For Agentic Commerce io.github.lastmanupinc-hub/axis-toolbox

Codebase intelligence for agents: 152 structured artifacts across 21 programs, one call.

Cloudresume io.cloudresume/resume-builder

Resume builder with native MCP — create and edit resumes from your AI assistant.

Manage ConnectWise Control (ScreenConnect) remote support and access sessions from one CLI or agent.

Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. No API keys.

Open, local revenue-intelligence CLI for Maxio Advanced Billing - MRR waterfalls

mcp-devkit-server io.github.mapbox/mcp-devkit-server

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

Every Zammad ticket, article, and Knowledge Base operation as one CLI and MCP server - plus a

Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Record and replay AI agent execution for debugging

Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar

Get latest news from AP, BBC, NPR, Hacker News, and Google News

mistaike.ai io.github.mistaike-ai/mistaike-mcp

295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search

MCP server for iOS and Android Mobile Development, Automation and Testing

Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

PayPay QR payments for AI agents: QR codes, status, refunds, cancels. Bilingual JP/EN.

Your agent opens a real merchant account (go_live) and takes payments the same day. 3.9% flat.

SprintFlint io.github.neoflintai/sprintflint

Opinionated sprint tracker. Read/update tickets, sprints, velocity from Claude/Cursor/Zed.

Experimental code intelligence platform for Claude Code with AST parsing and context analysis