
MCPJam provides free, open-source tools for individual developers who deploy MCP servers in production.
MCPJam is an open-source, free platform whose Inspector, command-line tool, software development kit, local evaluations, and conformance checks let developers test Model Context Protocol servers before deployment. It scores tool choice, arguments, and goal completion across repeated runs, and its evaluations must pass before a pull request can be merged. The platform operates entirely in pre-production and never sees live traffic.
MCPJam serves individual developers deploying MCP servers in production, and its team plans are designed for teams collaborating on production-grade MCP servers.


Totalum MCP is a Model Context Protocol server that lets AI agents build and deploy full-stack Totalum applications.


Open MCP service connecting AI coding assistants to SonarQube analysis for in-editor quality and security answers.


Context.dev provides a hosted MCP server for connecting AI clients to its web data tools.


Lovable MCP Server lets external AI clients create, inspect, change, and deploy Lovable projects through Model Context Protocol tools.


Sourcegraph MCP Server connects coding agents to Sourcegraph code intelligence.
Totalum MCP is a Model Context Protocol server that lets AI agents build and deploy full-stack Totalum applications.

Open MCP service connecting AI coding assistants to SonarQube analysis for in-editor quality and security answers.

Context.dev provides a hosted MCP server for connecting AI clients to its web data tools.

Lovable MCP Server lets external AI clients create, inspect, change, and deploy Lovable projects through Model Context Protocol tools.

Sourcegraph MCP Server connects coding agents to Sourcegraph code intelligence.
