MCP Server Directory

Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

Fully local MCP server and CLI for web research

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

Smart city builder game MCP server by Gera Systems. Build cities, earn GeraCoins.

Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.

FrancoLabs io.github.glauberfrancodesign/francolabs

UX research platform: manage studies, browse templates, read responses and analytics.

SafePrompt dev.safeprompt/mcp

Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.

octoperf io.github.OctoPerf/octoperf

Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.

Sourced dev.sourced/sourced

Source code search for every package on PyPI and npm.

XF Model Source dev.xpansion/xfms

Find the right AI model for your job. Free discovery and ranking; tests on your own key.

Search Facebook ads, decode competitor creative strategy, and track brand ad history.

A decision surface for typography: curate font directions on your real site, ship next/font code.

AI agent security: 7 MCP tools for injection detection, PII scanning, command safety, DLP.

Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.

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.

Katalon True Platform MCP io.github.katalon-studio/testops-mcp

Katalon True Platform MCP: design tests, run with AI, upload reports, assess release readiness.

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

JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs

Dashform MCP Server io.github.makloai/mcp-server-dashform

Connect AI assistants to Dashform — build and manage AI-powered forms, funnels, quizzes.

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

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

DOOMSCROLLR com.doomscrollr/mcp

Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shopify imports.

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor