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Read-only ViberQC MCP server for repository inspection and scan-session preparation

Circuitarium MCP is a model-neutral server for circuit artifacts with CRUMBLE, an unofficial, version-pinned CRUMB .cru integration.

https://github.com/TheAlgorithms/Dart

https://github.com/1shizaan/debugai-mcp

MCP server that turns local image files into hosted, WebP-optimised URLs via an Omrify Cloudflare Worker.

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MCP server that validates and formats git commit messages per the Udacity Git Commit Message Style Guide.

RAG Engine — document ingestion, vector search, and knowledge base MCP server

MCP server for Podlite: parse, validate, render, and query tools for AI agents

MCP client that vends short-term AWS credentials via stdio transport

Airport arrival flow 30-minute granularity MCP server

MCP server for Noeva Formify (forms and responses) — protocol adapter over the noeva-server-api REST API. Ships an HTTP service (central deploy) and a stdio package (client-distributable).

MCP server for the Noeva CRM — protocol adapter over the noeva-server-api CRM REST API. Ships an HTTP service (central deploy) and a stdio package (client-distributable).

MCP server for the Noeva core APIs (workspaces, files, folders) — protocol adapter over the noeva-server-api REST API. Ships an HTTP service (central deploy) and a stdio package (client-distributable).

Matrix-driven authorization testing for HTTP APIs and MCP tool-calls (BOLA/BFLA/BOPLA/privilege escalation/auth drift).